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Knowledge base on process automation, AI, and data analytics

Knowledge Base

Knowledge base on process automation, AI, and data analytics

We publish materials for companies that want to organize operational processes, implement AI in a safe way, and make better use of data in day-to-day work.

Free consultation

01

Articles on document automation and operational processes

02

Content on AI for sales, customer service, and knowledge work

03

Materials on data analytics, Power BI, and environment integration

Results: 126

An AI agent connected to your ERP – what it can do, where it fails and what drives the cost

AI / AI AgentsAnalysis

12 min readIntermediateMid-sized company

An AI agent connected to your ERP – what it can do, where it fails and what drives the cost

Three levels of AI agent access to an ERP system, five processes where it works, the traps of inconsistent data, the safeguards you need and the factors that really drive the cost.

#AI agent#ERP#systems integration

Model Context Protocol (MCP): connecting AI to company systems safely

AI / AI AgentsAnalysis

12 min readAdvancedEnterprise

Model Context Protocol (MCP): connecting AI to company systems safely

What MCP is, when it pays off more than a conventional integration, what risks it brings and what to check before an MCP server gets access to your company’s data.

#MCP#Model Context Protocol#AI agents

Talking to your company data: why text-to-SQL gets numbers wrong and how a semantic layer helps

Data and analyticsAnalysis

11 min readIntermediateMid-sized company

Talking to your company data: why text-to-SQL gets numbers wrong and how a semantic layer helps

Why AI asked about sales or margin gives convincing but wrong numbers, what a semantic layer changes and how to check the answers before they reach the management board.

#text-to-SQL#semantic layer#talk to your data

How to measure whether an AI agent works: golden sets, scoring and regression tests

AI / AI AgentsGuide

11 min readAdvancedMid-sized company

How to measure whether an AI agent works: golden sets, scoring and regression tests

How to build a golden set of reference cases from your company’s history and which measures suit each type of agent. Also: when to trust automated scoring and how to catch a silent decline after a model change.

#AI agent evaluation#AI agent quality#golden set

AI for RFQs, tenders and customer specifications: from email to a finished quote

Sales automationGuide

11 min readIntermediateMid-sized company

AI for RFQs, tenders and customer specifications: from email to a finished quote

How AI reads requests for quotation and tender specifications, builds a list of requirements and a draft quote – and which decisions must stay with the salesperson.

#requests for quotation#RFQ#tenders

Claude Mythos: what an AI model that finds software flaws means for your security

Artificial intelligenceAnalysis

10 min readAdvancedEnterprise

Claude Mythos: what an AI model that finds software flaws means for your security

What Claude Mythos is, who can use it, what the June suspension of access taught us and what a mid-sized company should change in its security.

#Claude Mythos#Claude Fable#Anthropic

What is a vCISO and when does an external security chief make sense?

Artificial intelligenceGuide

10 min readBasicMid-sized company

What is a vCISO and when does an external security chief make sense?

What a vCISO does, what Poland’s new National Cybersecurity System Act requires of companies, when this model pays off, and when a full-time hire or a good IT provider is the better choice.

#vCISO#virtual CISO#information security

vCISO or an in-house CISO? Choosing a model for information security oversight

Artificial intelligenceAnalysis

10 min readIntermediateMid-sized company

vCISO or an in-house CISO? Choosing a model for information security oversight

A comparison of an external and an in-house head of information security: what the Polish KSC Act says, how to calculate the cost of each model and when each one makes sense.

#vCISO#in-house CISO#information security

NIS2 in Poland: who does the KSC Act apply to? Essential vs important entities

Artificial intelligenceAnalysis

11 min readIntermediateMid-sized company

NIS2 in Poland: who does the KSC Act apply to? Essential vs important entities

Three steps to check whether your company falls under the amended Polish National Cybersecurity System Act: sector, size and category. Plus the deadlines, and what to do if you have missed the registration deadline.

#who does NIS2 apply to#KSC Act Poland#NIS2 Poland

NIS2 penalties in Poland: up to EUR 10 million for companies, fines for board members and deadlines

Artificial intelligenceAnalysis

11 min readIntermediateMid-sized company

NIS2 penalties in Poland: up to EUR 10 million for companies, fines for board members and deadlines

What penalties the amended Polish National Cybersecurity System Act provides for, when they can be imposed and what management board members are personally liable for.

#NIS2 penalties Poland#Polish National Cybersecurity System Act#management board liability

IT security audit: how it works, what drives the cost and what to expect

Artificial intelligenceGuide

10 min readBasicMid-sized company

IT security audit: how it works, what drives the cost and what to expect

What an IT security audit covers, how it differs from a penetration test, when the Polish KSC Act requires one, how it runs and what a good report should contain.

#IT security audit#cybersecurity audit#NIS2

ISO 27001 in 90 days: timeline, costs and certification audit

Artificial intelligenceGuide

11 min readIntermediateMid-sized company

ISO 27001 in 90 days: timeline, costs and certification audit

When 90 days to implement ISO 27001 is realistic, what happens at each stage, what makes up the cost and how the certification audit works.

#ISO 27001#ISO 27001 implementation#ISO 27001 certification

AI for CTOs: 8 architecture decisions that shape cost and security

Artificial intelligenceGuide

12 min readAdvancedMid-sized company

AI for CTOs: 8 architecture decisions that shape cost and security

Eight technical decisions an IT director makes in a first AI rollout: cloud, models, data, monitoring, security, vendors, team and own servers.

#AI for CTOs#AI architecture#IT director

AI for CMOs: 10 marketing processes where AI delivers results fastest

Sales automationGuide

12 min readIntermediateMid-sized company

AI for CMOs: 10 marketing processes where AI delivers results fastest

Which B2B marketing tasks to hand over to AI first, what each one needs, how to measure the effect, and which laws to keep in mind when handling content and customer data.

#AI for CMOs#AI in marketing#B2B marketing

RAG for business – how AI answers from company documents and what it costs

Artificial intelligenceGuide

11 min readAdvancedMid-sized company

RAG for business – how AI answers from company documents and what it costs

What RAG is, when it makes sense in a mid-sized company, whether to use an off-the-shelf tool or build your own, and what it really costs – with a worked example for 20,000 documents.

#RAG for business#retrieval-augmented generation#vector database

AI hallucinations: 7 ways to reduce the risk of wrong answers in your company

Artificial intelligenceGuide

11 min readAdvancedMid-sized company

AI hallucinations: 7 ways to reduce the risk of wrong answers in your company

Where AI hallucinations come from, what they can cost a company and which safeguards to put in place before AI starts answering customers or preparing documents.

#AI hallucinations#AI errors#AI answer quality

AI in Poland’s public sector and local government: uses, AI Act, GDPR and funding

Artificial intelligenceGuide

11 min readIntermediateUniversal

AI in Poland’s public sector and local government: uses, AI Act, GDPR and funding

Where AI can help a public office today, which uses the AI Act treats as high-risk, how to reconcile AI with GDPR and the Code of Administrative Procedure, and where to find funding.

#AI in public administration#AI in local government#AI in public offices

AI for software houses and IT firms: what it changes in teamwork, pricing and contracts

Artificial intelligenceGuide

11 min readIntermediateMid-sized company

AI for software houses and IT firms: what it changes in teamwork, pricing and contracts

How much AI really speeds up developers according to research, how it changes project billing, proposals and client contracts, and where an IT company should start.

#AI for software houses#AI in IT companies#AI in software development

Computer use: AI agents that operate a computer like a person – when they make sense

AI / AI AgentsAnalysis

10 min readAdvancedMid-sized company

Computer use: AI agents that operate a computer like a person – when they make sense

AI agents that click through programs like an employee: how they work, how they differ from RPA robots and integrations, what they cost in Copilot Studio and how to run a first trial safely.

#computer use#AI agents#legacy system automation

AI centre of excellence: when you need one and how to build it in 90 days

Artificial intelligenceGuide

10 min readIntermediateMid-sized company

AI centre of excellence: when you need one and how to build it in 90 days

What an AI centre of excellence is, when it makes sense in a mid-sized company, who should work in it and how to launch it in 90 days without an oversized team.

#AI Center of Excellence#AI centre of excellence#organising AI in a company

How to choose an AI supplier: 10 criteria, questions and warning signs

Artificial intelligenceGuide

11 min readIntermediateMid-sized company

How to choose an AI supplier: 10 criteria, questions and warning signs

A checklist for choosing an AI implementation partner: 10 assessment criteria, questions for the first meeting, warning signs, what to put in a request for proposal and what to include in the contract.

#choosing an AI supplier#AI implementation partner#AI vendor checklist

Grants for AI implementation in Poland: which programmes suit a mid-sized company and how to prepare

Artificial intelligenceGuide

10 min readIntermediateMid-sized company

Grants for AI implementation in Poland: which programmes suit a mid-sized company and how to prepare

The SMART Path, regional programmes, the KFS, EDIH hubs and the EIC Accelerator: what can and cannot be funded when implementing AI. And where to start so that you do not lose your right to a grant.

#AI grants Poland#AI funding for companies#SMART Path

Why AI projects in companies fail and how to avoid it

Artificial intelligenceAnalysis

11 min readIntermediateMid-sized company

Why AI projects in companies fail and how to avoid it

Seven reasons why AI implementations fail to deliver, the warning signs for each, and eight questions worth answering before you start.

#AI project failure#AI implementation mistakes#AI implementation

Buy off-the-shelf AI or build your own? A build vs buy decision matrix for mid-sized companies

Artificial intelligenceAnalysis

11 min readIntermediateMid-sized company

Buy off-the-shelf AI or build your own? A build vs buy decision matrix for mid-sized companies

Five options between an off-the-shelf tool and your own AI system, seven questions to answer before deciding, and a simple way to compare costs over five years.

#build vs buy AI#custom AI or off-the-shelf tool#5-year AI cost

AI for CFOs: 8 finance processes where AI pays back fastest

Data and analyticsGuide

12 min readIntermediateMid-sized company

AI for CFOs: 8 finance processes where AI pays back fastest

Which finance processes to hand over to AI first, what KSeF has changed, and how to calculate the benefit using your own company’s data before you spend a single zloty.

#AI for CFOs#AI in finance#finance automation

Multi-agent AI systems in a mid-sized company: when one agent is not enough

AI / AI AgentsAnalysis

10 min readAdvancedMid-sized company

Multi-agent AI systems in a mid-sized company: when one agent is not enough

When a process needs several AI agents working together, and when one is enough. Ways of organising them, costs, oversight and a safe pilot – without the jargon.

#multi-agent#multi-agent system#AI agents

AI plan for 2027: how to set AI strategy and budget in a mid-sized company

Artificial intelligenceGuide

11 min readIntermediateMid-sized company

AI plan for 2027: how to set AI strategy and budget in a mid-sized company

How to split the year into four stages with a decision after each, how to build a 2027 AI budget from the cost of your processes, and which legal deadlines to put in the plan.

#AI plan 2027#AI strategy#AI budget 2027

How does RPA work in practice? Examples of processes a robot takes over in a company

Business process automationGuide

10 min readBasicUniversal

How does RPA work in practice? Examples of processes a robot takes over in a company

What an RPA robot is, what its working day looks like, which processes are suitable for automation, what KSeF has changed and how much work it takes to maintain robots.

#RPA#how RPA works#RPA examples

RPA vs AI: what is the difference and how to choose the right automation tool

Business process automationGuide

10 min readBasicUniversal

RPA vs AI: what is the difference and how to choose the right automation tool

RPA follows instructions step by step; AI recognises content and suggests decisions. The differences explained with examples, the role of API connections and five questions for choosing a tool.

#RPA vs AI#difference between RPA and AI#robotic process automation

RPA in your company – which processes to give a software robot first and how to check it pays off

Business process automationGuide

10 min readBasicUniversal

RPA in your company – which processes to give a software robot first and how to check it pays off

Five questions that filter out bad ideas, a list of good candidates now that KSeF is in place, common traps and a simple calculation of what your first robot is worth.

#RPA in business#which processes to automate#first RPA project

RPA or Microsoft Power Automate: differences, costs and what to choose on Microsoft 365

Business process automationGuide

10 min readBasicUniversal

RPA or Microsoft Power Automate: differences, costs and what to choose on Microsoft 365

What the name Power Automate really covers, what you already have in Microsoft 365, what you have to pay extra for, and when an RPA platform such as UiPath has the edge.

#RPA vs Power Automate#Power Automate for desktop#UiPath

When does RPA make no sense? Seven common process robotisation mistakes

Business process automationGuide

10 min readBasicUniversal

When does RPA make no sense? Seven common process robotisation mistakes

In which situations an RPA robot brings more cost than benefit, how to spot a poor candidate for robotisation and what to check before signing an implementation contract.

#when RPA makes no sense#RPA mistakes#robotic process automation

Will RPA replace employees? What really happens to the team after software robots arrive

Business process automationGuide

10 min readBasicUniversal

Will RPA replace employees? What really happens to the team after software robots arrive

A software robot takes over tasks, not whole jobs. We show how to calculate the time freed up, why savings based on redundancies often fail to materialise and how to talk to your team about robots.

#will RPA replace employees#RPA and jobs#robotic process automation

RPA or API integration: when to use a robot and when to connect systems directly

Business process automationGuide

10 min readBasicUniversal

RPA or API integration: when to use a robot and when to connect systems directly

How an RPA robot differs from API integration, when each one wins, how long each takes to set up and how to combine them in one process. Plus six questions to help you decide.

#RPA vs API#API integration#systems integration

RPA without an API: automating legacy systems, in-house software and government portals

Business process automationGuide

11 min readBasicUniversal

RPA without an API: automating legacy systems, in-house software and government portals

How to automate work in an old ERP, unsupported software or a government portal when there is no API – what to check first, how a robot works and what to watch out for.

#RPA without API#legacy system automation#old ERP system

Hyperautomation: how to combine RPA, AI and workflow into a single process

Business process automationGuide

11 min readBasicUniversal

Hyperautomation: how to combine RPA, AI and workflow into a single process

What hyperautomation is, how to divide the work between workflow, AI, integrations and RPA robots, and what Microsoft 365 includes versus what you pay for separately.

#hyperautomation#what is hyperautomation#RPA and AI

Why companies still copy data between systems by hand, and how to change it

Business process automationGuide

10 min readBasicUniversal

Why companies still copy data between systems by hand, and how to change it

Manual retyping of data is rarely down to a lack of technology. We show what really blocks automation, how to calculate the cost of manual work and what software robot licences in Power Automate cost.

#manual data entry#copying data between systems#RPA in business

Business automation: where to start – five steps to your first working automation

Business process automationGuide

10 min readBasicUniversal

Business automation: where to start – five steps to your first working automation

How to choose the first process to automate, which tool to build it in, how to check the result in two weeks and how to add more automations later without creating a mess.

#business automation#process automation#where to start with automation

What to automate in your company: 10 processes worth starting with, and how to choose the first

Business process automationAnalysis

11 min readBasicUniversal

What to automate in your company: 10 processes worth starting with, and how to choose the first

Ten processes that most often deliver quick automation results in a mid-sized company, criteria for choosing the first one, and a simple way to calculate the gain before you decide.

#what to automate in a company#processes to automate#process automation

Excel automation: how to stop copying data between spreadsheets by hand

Business process automationGuide

10 min readBasicUniversal

Excel automation: how to stop copying data between spreadsheets by hand

Which tool should replace copying and pasting in Excel: Power Query, scripts, Power Automate, Microsoft Lists or Copilot – with examples, licence costs and a plan for your first week.

#Excel automation#Power Query#Power Automate

Automating email in Outlook: rules, templates, Copilot and Power Automate

Business process automationGuide

10 min readBasicUniversal

Automating email in Outlook: rules, templates, Copilot and Power Automate

How to cut down on manually sorting and re-keying emails: rules in new and classic Outlook, templates, automatic replies, Copilot in Outlook and Power Automate – with costs and limitations.

#email automation#Outlook#Outlook rules

Invoice automation after KSeF: what to automate in 2026 and where OCR still helps

Business process automationGuide

11 min readIntermediateUniversal

Invoice automation after KSeF: what to automate in 2026 and where OCR still helps

What KSeF has changed in invoice workflows – deadlines, penalties and JPK_VAT – and what is now worth automating: receipt, account coding, approval, payments and archiving.

#invoice automation#KSeF#purchase invoices

Automating employee requests: leave, business trips, equipment and expenses

Business process automationGuide

11 min readBasicUniversal

Automating employee requests: leave, business trips, equipment and expenses

How to move leave requests, business trips, equipment orders and expense claims into a single electronic workflow, where to start and which tools to choose.

#employee request automation#electronic leave request#business travel expense claims

Automating reports and notifications: up-to-date data without assembling spreadsheets by hand

Business process automationGuide

10 min readBasicUniversal

Automating reports and notifications: up-to-date data without assembling spreadsheets by hand

Which reports to automate first, how to do it in Power BI and Power Automate, what the licences cost and how to set up notifications so that nobody mutes them.

#report automation#business notifications#Power BI

IT and helpdesk automation in a mid-sized company: tickets, passwords, access, laptops, licences

Business process automationGuide

11 min readIntermediateUniversal

IT and helpdesk automation in a mid-sized company: tickets, passwords, access, laptops, licences

What to automate in your IT team’s work so employees get help faster: from a single place for tickets, through password resets and laptops, to licence reviews.

#IT automation#helpdesk#IT tickets

Automation in a small business: where to start without a big budget

Business process automationGuide

10 min readBasicUniversal

Automation in a small business: where to start without a big budget

How a business with a handful of employees can automate repetitive work with tools it usually already has: what to choose first, what it costs and what to watch out for.

#small business automation#no-code automation#Power Automate

Onboarding automation: getting a new employee’s account, equipment and paperwork ready before day one

Business process automationGuide

11 min readBasicUniversal

Onboarding automation: getting a new employee’s account, equipment and paperwork ready before day one

How to bring HR, IT and line managers together in a single employee onboarding process in Microsoft 365, when it pays off and how to close the loop when someone leaves.

#onboarding automation#new employee onboarding#Power Automate

B2B lead management: handling enquiries from first contact to signed contract

Sales automationGuide

12 min readIntermediateMid-sized company

B2B lead management: handling enquiries from first contact to signed contract

How to organise the handling of sales enquiries in a mid-sized B2B company: stages, response times, owners, metrics and automations that stop enquiries getting lost along the way.

#lead management#sales enquiries#B2B sales process

The sales pipeline in a mid-sized company: stages, forecasts and reporting the board can trust

Sales automationGuide

12 min readIntermediateMid-sized company

The sales pipeline in a mid-sized company: stages, forecasts and reporting the board can trust

How to set up sales pipeline stages in your CRM, calculate a probability-weighted forecast and run reviews so that the figure in the CRM comes close to what the company will actually sell.

#sales pipeline#sales funnel#sales stages

Sales and marketing alignment: a shared lead definition, response times and shared metrics

Sales automationGuide

11 min readIntermediateMid-sized company

Sales and marketing alignment: a shared lead definition, response times and shared metrics

How to stop marketing leads getting lost in sales: shared criteria, a response-time agreement, shared metrics, a monthly meeting and automatic lead handover.

#sales and marketing alignment#smarketing#lead qualification

Sales reporting for the board: 12 KPIs, a dashboard and forecast accuracy

Data and analyticsGuide

12 min readIntermediateMid-sized company

Sales reporting for the board: 12 KPIs, a dashboard and forecast accuracy

Which sales metrics to show the management board, how to calculate them and set alert thresholds, which tool to build the dashboard in, and how often to review the results.

#sales reporting#sales KPIs#sales dashboard

Approving quotes and contracts: how to shorten the time from quote to signature

Business process automationGuide

11 min readIntermediateMid-sized company

Approving quotes and contracts: how to shorten the time from quote to signature

Where quotes and contracts wait longest, how to measure it and what to change: discount authority, a contract template with a list of acceptable changes, electronic signatures and a workflow in Microsoft 365.

#quote approval#contract approval workflow#sales cycle

B2B client onboarding: handing a client over from sales to delivery and planning the first 30 days

Business process automationGuide

11 min readIntermediateMid-sized company

B2B client onboarding: handing a client over from sales to delivery and planning the first 30 days

What the salesperson must hand over to the delivery team, how to run the first week and the kick-off meeting, and which checkpoints to plan for the first month.

#B2B client onboarding#client handover#sales to delivery handover

Customer success in B2B: how to keep customers and increase their value

Sales automationGuide

11 min readIntermediateMid-sized company

Customer success in B2B: how to keep customers and increase their value

How to organise post-sale customer care in a mid-sized B2B company: why customers leave, how to calculate their value, who should look after them and which signals to watch for.

#customer success#B2B customer retention#customer lifetime value LTV

How to choose a CRM for a mid-sized company: 8 criteria and four systems compared

Sales automationAnalysis

12 min readBasicMid-sized company

How to choose a CRM for a mid-sized company: 8 criteria and four systems compared

How to choose a CRM your salespeople will actually use: 8 assessment criteria, who should decide, how to run demos, and a comparison of monday CRM, Dynamics 365, HubSpot and Pipedrive.

#how to choose a CRM#CRM selection#CRM for mid-sized companies

Customer 360: how to bring all your customer information into one view

Data and analyticsAnalysis

10 min readAdvancedMid-sized company

Customer 360: how to bring all your customer information into one view

How to combine customer data from your CRM, accounting system, complaints records and email into a single customer card: where to start, the technical options and what drives the cost.

#customer 360#single customer view#customer data

Sales forecasting: from gut feeling to an AI model – forecasting more accurately

Sales automationAnalysis

11 min readIntermediateMid-sized company

Sales forecasting: from gut feeling to an AI model – forecasting more accurately

Three ways to forecast sales, a simple formula for forecast accuracy, the data AI needs in your CRM, and the situations in which an AI model will not help.

#sales forecasting#how to forecast sales#sales forecast

monday.com or Jira? A comparison for companies choosing a team work platform

Business process automationAnalysis

10 min readBasicUniversal

monday.com or Jira? A comparison for companies choosing a team work platform

How monday.com and Jira really differ, which teams each tool suits, what the licences cost and how to test your choice with a small team.

#monday.com vs Jira#monday.com or Jira#monday vs Jira comparison

AI in project management: 12 uses in the tools you already have

Artificial intelligenceAnalysis

10 min readBasicUniversal

AI in project management: 12 uses in the tools you already have

12 practical uses of AI in a project manager’s work – from meeting notes to delay forecasts – with Microsoft 365, Jira and monday.com, plus the order in which to introduce them.

#AI in project management#AI for project managers#project management

How to choose a project management system: 8 criteria, a tool comparison and a selection plan

Business process automationGuide

12 min readBasicUniversal

How to choose a project management system: 8 criteria, a tool comparison and a selection plan

How to choose a project management system your team will actually use: eight criteria, how monday.com, Jira, Asana, Planner and ClickUp differ, the real costs and a selection plan.

#project management system#how to choose a project management tool#project management software

Jira in your company: an implementation guide for non-IT teams

Business process automationGuide

12 min readIntermediateUniversal

Jira in your company: an implementation guide for non-IT teams

When Jira makes sense in HR, legal, purchasing or administration, what it costs according to Atlassian’s price list and how to roll it out so that a non-technical team actually uses it.

#Jira for business teams#Jira implementation#Jira for companies

The project management office (PMO): when you need one and how to build it in a mid-sized company

Business process automationGuide

12 min readIntermediateUniversal

The project management office (PMO): when you need one and how to build it in a mid-sized company

When a company needs a PMO, which of the three models to choose, whom to hire and which tools to use. We also show how to prove its value to the management board in the first year.

#PMO in a company#how to build a PMO#project management office

Capacity planning: how to end overtime and project delays

Business process automationGuide

11 min readIntermediateUniversal

Capacity planning: how to end overtime and project delays

How to work out how much work will really fit into a quarter, the three levels at which to plan people’s workload, and which indicators the management board should see.

#capacity planning#team workload planning#resource management in projects

Migrating from Excel to monday.com or Jira in five stages – without going back

Business process automationGuide

11 min readBasicUniversal

Migrating from Excel to monday.com or Jira in five stages – without going back

How to move projects and tasks from spreadsheets to monday.com or Jira: five stages with an indicative timeline, data migration, working with your team, and seven mistakes that send companies back to Excel.

#Excel to monday.com migration#Jira instead of Excel#replacing Excel

OKRs in your company: setting strategic goals and tracking them in monday.com or Jira

Business process automationGuide

11 min readIntermediateUniversal

OKRs in your company: setting strategic goals and tracking them in monday.com or Jira

How to write good objectives and key results, how often to review them, what to avoid and where to track them: in a spreadsheet, monday.com, Jira or a dedicated tool.

#OKRs for companies#strategic goals#OKR implementation

Microsoft 365 for project management: when Planner, Teams and Loop are enough

Business process automationAnalysis

10 min readBasicUniversal

Microsoft 365 for project management: when Planner, Teams and Loop are enough

Which Microsoft 365 tools are suitable for running projects, what changed when Project for the web became part of Planner, and how to tell that your company needs a separate system.

#Microsoft 365 project management#Microsoft Planner#Microsoft Project

AI in manufacturing: where it delivers and how a mid-sized firm should start

Artificial intelligenceGuide

12 min readIntermediateMid-sized company

AI in manufacturing: where it delivers and how a mid-sized firm should start

A guide for manufacturing leadership teams: which AI applications work straight away, which need machine data, which regulations apply and how to plan the first three months.

#AI in manufacturing#AI for manufacturing companies#order processing automation

AI in a law firm: what works, what does not and how to protect confidentiality

Artificial intelligenceGuide

9 min readIntermediateMid-sized company

AI in a law firm: what works, what does not and how to protect confidentiality

Which AI uses work in a law firm, what AI still cannot do, what the ethics rules for Polish advocates and legal advisers and the AI Act say, and how to start safely.

#AI in law firms#Copilot for lawyers#AI contract review

AI in the furniture industry: how automation helps with made-to-order furniture

Business process automationGuide

10 min readIntermediateMid-sized company

AI in the furniture industry: how automation helps with made-to-order furniture

Where a made-to-order furniture company loses time and margin, where AI and automation really help – from quoting to complaints – and where to start.

#AI in furniture manufacturing#made-to-order furniture#furniture order management

AI in wholesale and distribution: where it helps fastest and where to start

Business process automationGuide

10 min readIntermediateMid-sized company

AI in wholesale and distribution: where it helps fastest and where to start

Where AI takes the load off a wholesaler: capturing orders from emails and PDFs, price and discount control, inventory forecasts and complaints. With a 90-day plan and a list of mistakes.

#AI in wholesale#AI in distribution#order processing automation

AI for e-commerce companies with 20–200 employees – from customer service and returns to demand forecasting

AI customer serviceGuide

12 min readIntermediateMid-sized company

AI for e-commerce companies with 20–200 employees – from customer service and returns to demand forecasting

Where AI helps a mid-sized online shop most quickly, what each use requires, how to calculate the benefit and which consumer protection rules you need to take into account.

#AI in e-commerce#online shop#chatbot for online shops

AI in hotels and HoReCa: what works, from booking to guest service

AI customer serviceGuide

9 min readBasicMid-sized company

AI in hotels and HoReCa: what works, from booking to guest service

Where AI takes the load off hotels and restaurants: guest calls and messages, room rates, reviews, invoices. With a worked example and the AI Act and KSeF obligations.

#AI in hotels#AI for HoReCa#voice assistant for bookings

AI in accounting firms after KSeF: what to automate and where to start

Document automationGuide

9 min readIntermediateMid-sized company

AI in accounting firms after KSeF: what to automate and where to start

What KSeF has changed in an accounting firm’s work, where AI genuinely helps – account coding, documents outside KSeF, client communication – and which legal obligations you need to know.

#AI in accounting#AI for accounting firms#KSeF

AI in healthcare: voicebots at reception, documentation and patient feedback

AI customer serviceGuide

12 min readIntermediateMid-sized company

AI in healthcare: voicebots at reception, documentation and patient feedback

Where AI genuinely takes work off clinics and medical practices, which rules apply to patient data and where to start: bookings, reminders, documentation, feedback.

#AI in healthcare#voicebot for medical clinics#AI in clinics

AI in logistics and transport – where it helps hauliers and forwarders, and where to start

Business process automationGuide

9 min readIntermediateMid-sized company

AI in logistics and transport – where it helps hauliers and forwarders, and where to start

Where AI takes work off a transport company: orders from emails and freight exchanges, CMR documents and invoices, planning, delivery slot booking and profitability reports. With a worked example and the state of the regulations.

#AI in logistics#AI in transport#transport order automation

AI in real estate: client enquiries, leases, valuation and tenant service

Sales automationGuide

11 min readBasicMid-sized company

AI in real estate: client enquiries, leases, valuation and tenant service

Where AI genuinely helps property developers, estate agencies and property managers, which regulations need to be taken into account, and where to start.

#AI in real estate#AI for property developers#handling client enquiries

Company AI policy: what the AI Act requires, what to include and a template

Artificial intelligenceGuide

12 min readIntermediateUniversal

Company AI policy: what the AI Act requires, what to include and a template

Does your company need an AI policy, which AI Act obligations already apply, and how to prepare a short document in a few weeks that employees will actually read.

#AI policy#AI policy template#AI Act

How much does AI implementation cost? Budget, hidden costs and ROI

Artificial intelligenceAnalysis

11 min readIntermediateUniversal

How much does AI implementation cost? Budget, hidden costs and ROI

What makes up the cost of an AI implementation and what licences cost on vendor price lists. Also: what gets missed in the first calculation and how to work out ROI using your own company’s data.

#AI implementation cost#AI budget#return on investment

The best AI tools for business – an overview by use case, prices and how to choose

Artificial intelligenceAnalysis

12 min readBasicUniversal

The best AI tools for business – an overview by use case, prices and how to choose

An overview of AI tools for a mid-sized company: assistants for documents, sales, customer service, reporting and marketing. Prices from vendors’ price lists and a way to choose without overpaying.

#AI tools for business#best AI tools#Microsoft 365 Copilot

Microsoft Copilot for business – what it does, what it costs, who it pays for

Artificial intelligenceAnalysis

12 min readBasicUniversal

Microsoft Copilot for business – what it does, what it costs, who it pays for

Which Copilot suits your company, what the licences cost according to Microsoft’s price list, what Copilot can see in your company data and how to work out whether a licence will pay for itself.

#Microsoft Copilot#Copilot for business#Microsoft 365 Copilot

AI use cases in companies across 10 industries – what works and how to choose your first project

Artificial intelligenceAnalysis

13 min readBasicUniversal

AI use cases in companies across 10 industries – what works and how to choose your first project

Typical uses of AI in law firms, accounting, sales, logistics, manufacturing, trade, HR and healthcare – with the legal limits and a simple way to choose your first project.

#AI use cases#AI by industry#AI in business

AI agents in business – how they automate processes and where a mid-sized company should start

AI / AI AgentsArticle

12 min readAdvancedEnterprise

AI agents in business – how they automate processes and where a mid-sized company should start

How an AI agent differs from a chatbot, which processes it works well in, how to choose the first process, which rules and regulations apply, and when an agent will not pay off.

#AI agents#AI agent for business#process automation

Rolling out AI agents across your organisation: four stages, board decisions and roles

AI / AI AgentsGuide

12 min readAdvancedEnterprise

Rolling out AI agents across your organisation: four stages, board decisions and roles

How to plan an AI agent rollout across the whole company: stages with indicative timings, management board decisions, the roles you need, oversight, costs and AI Act obligations.

#AI agent implementation#AI agents in the organisation#Copilot Studio

AI agents in finance – what to automate in invoices, approvals and reports

AI / AI AgentsGuide

11 min readAdvancedEnterprise

AI agents in finance – what to automate in invoices, approvals and reports

Where an AI agent genuinely takes work off the finance department after KSeF, where to start, which controls are essential and when such a project makes no sense.

#AI agents in finance#AI in the finance department#purchase invoice automation

AI agents in Microsoft Teams: building an internal assistant for HR, IT and finance

AI / AI AgentsGuide

11 min readIntermediateEnterprise

AI agents in Microsoft Teams: building an internal assistant for HR, IT and finance

How an AI assistant in Teams built with Copilot Studio works, how to use it in HR, IT, finance and sales, what the licences cost and how to keep company data secure.

#AI agents in Teams#AI assistant for business#Microsoft Teams

Private AI and AI agents: protecting company data, and when on-premises AI is needed

Artificial intelligenceAnalysis

12 min readAdvancedEnterprise

Private AI and AI agents: protecting company data, and when on-premises AI is needed

When a business cloud is enough and when data should stay on your own servers, what safeguards an AI agent with access to your systems must have, and what to ask your supplier.

#private AI#AI agents#data security

Document approval workflow: why invoices and contracts wait for weeks and how to fix it

Business process automationAnalysis

11 min readAdvancedMid-sized company

Document approval workflow: why invoices and contracts wait for weeks and how to fix it

Where delays in approving invoices, contracts and requests come from, what they cost and in what order to remove them: rules, deadlines and deputies first, then tools.

#document approval workflow#invoice approval#contract approval

OCR and automated invoice data capture after KSeF: where it still makes sense and how to implement it

Document automationGuide

11 min readIntermediateMid-sized company

OCR and automated invoice data capture after KSeF: where it still makes sense and how to implement it

KSeF has replaced data capture for domestic purchase invoices in Poland. We explain which documents still need automated reading, how it works and how to implement it without disappointment.

#OCR#invoice data extraction#intelligent document processing

Copilot Studio in document workflows – how an AI assistant helps approve invoices, contracts and requests

Business process automationGuide

11 min readIntermediateMid-sized company

Copilot Studio in document workflows – how an AI assistant helps approve invoices, contracts and requests

How to build an AI assistant in Microsoft 365 that prepares approvers for their decisions: what it consists of, what it can do on its own, what it costs and where to start.

#Copilot Studio#document workflow#invoice approval

SharePoint governance: organising documents, permissions and archives – including before a Copilot rollout

Business process automationAnalysis

12 min readAdvancedEnterprise

SharePoint governance: organising documents, permissions and archives – including before a Copilot rollout

Six decisions that bring order to SharePoint in a mid-sized company: structure, document descriptions, permissions, retention periods, new sites and a clean-up plan.

#SharePoint governance#organising company documents#SharePoint permissions

Power Automate, n8n or Make – which automation platform to choose

Business process automationAnalysis

11 min readAdvancedMid-sized company

Power Automate, n8n or Make – which automation platform to choose

A comparison of three popular automation platforms: where they run, how they charge, who maintains them and in which situation each one is the best choice.

#Power Automate#n8n#Make

Electronic CAPA workflow for medical device makers: ISO 13485, FDA, Power Platform

Business process automationGuide

12 min readAdvancedEnterprise

Electronic CAPA workflow for medical device makers: ISO 13485, FDA, Power Platform

How to move corrective and preventive actions (CAPA) out of Excel and email into a system that will pass an audit: ISO 13485, MDR and FDA requirements, electronic signatures and validation.

#CAPA#ISO 13485#medical devices

The hidden costs of manual processes: how to work out whether automation will pay off

Business process automationAnalysis

11 min readIntermediateMid-sized company

The hidden costs of manual processes: how to work out whether automation will pay off

How to put a price on a manual process, what automation will realistically deliver in the first year and the most it is worth spending on it – a step-by-step calculation for the management board.

#hidden costs of manual processes#automation cost-benefit#return on investment

Approvals in Microsoft Teams and on mobile: designing a decision card

Business process automationGuide

10 min readIntermediateMid-sized company

Approvals in Microsoft Teams and on mobile: designing a decision card

What an approval card in Teams should show, when ready-made Power Automate approvals are enough and when to build your own card, and how to approve safely from a phone.

#approvals in Teams#Adaptive Cards#mobile approvals

AI governance in a company: setting rules for AI use and what the law requires

Artificial intelligenceAnalysis

12 min readAdvancedEnterprise

AI governance in a company: setting rules for AI use and what the law requires

What rules for using AI in a company consist of, which AI Act obligations already apply, who should be responsible for what, and how to introduce the rules step by step.

#AI governance#rules for using AI#AI policy

AI will not replace your staff. The real risk is a faster competitor

Artificial intelligenceAnalysis

10 min readBasicMid-sized company

AI will not replace your staff. The real risk is a faster competitor

Why, for a mid-sized company, slower customer service is a bigger risk than job losses, how Poland compares with the rest of the EU, and which processes to start implementing AI with.

#AI in business#AI and employees#competitive advantage

Will a company without AI compete only on price? How automation changes service cost

Artificial intelligenceAnalysis

10 min readBasicMid-sized company

Will a company without AI compete only on price? How automation changes service cost

Where price competition comes from, what the data says about AI in companies and how to calculate the cost of handling an order. Plus a plan for the first steps towards an advantage other than discounts.

#AI for business#competitive advantage#process automation

How much time does your company lose to manual processes? Work it out in two weeks

Business process automationAnalysis

10 min readBasicMid-sized company

How much time does your company lose to manual processes? Work it out in two weeks

A simple method that shows within two weeks how many hours a month your team spends retyping, searching and chasing – with a formula, a spreadsheet and a worked example.

#manual processes#working time#cost of manual work

AI in small and mid-sized companies: where to start without wasting your budget

Artificial intelligenceGuide

10 min readBasicMid-sized company

AI in small and mid-sized companies: where to start without wasting your budget

How to choose your first process for AI, how much it makes sense to spend on it, how to plan the first 90 days and what to ask a vendor before you sign a contract.

#AI for SMEs#AI implementation#AI in a small business

Information chaos and repetitive work: a hidden business cost and how to cut it

Business process automationAnalysis

10 min readBasicMid-sized company

Information chaos and repetitive work: a hidden business cost and how to cut it

Where information chaos comes from, how to recognise it and how to establish a single source of truth for documents, customers and decisions before you start automating.

#information chaos#repetitive work#single source of truth

Your team doesn’t need more time, it needs better processes: finding where the day goes

Business process automationAnalysis

10 min readBasicMid-sized company

Your team doesn’t need more time, it needs better processes: finding where the day goes

Why time management training rarely helps an overloaded team, where time really goes and how a manager can fix it – first with rules, then with tools.

#team productivity#employee overload#process improvement

Excel is not a business management system. How to tell your company has outgrown it, and what to replace it with

Business process automationAnalysis

10 min readBasicMid-sized company

Excel is not a business management system. How to tell your company has outgrown it, and what to replace it with

What Excel is great for and where it starts to cost you: customers, projects, quotes and approvals in spreadsheets. The warning signs, a calculation based on your own data and a plan for change without upheaval.

#Excel in business#Excel alternatives#CRM

What does chaos cost your company? Calculating the hidden cost of errors and delays

Business process automationAnalysis

11 min readBasicMid-sized company

What does chaos cost your company? Calculating the hidden cost of errors and delays

The five items that make up the cost of operational chaos, formulas for calculating each one, a fully worked example and the mistakes that inflate the result.

#cost of operational chaos#hidden business costs#cost of errors

Automation takes away chaos, not jobs. How to prepare your team for change

Business process automationAnalysis

10 min readBasicMid-sized company

Automation takes away chaos, not jobs. How to prepare your team for change

How to talk to employees about automation before the rumours start: what to say, what not to promise, what the law says and how to tell whether the change has taken hold.

#business automation#change management#communicating change to employees

Companies grow through processes, not just new hires: when to hire and when to fix a process

Business process automationAnalysis

10 min readBasicMid-sized company

Companies grow through processes, not just new hires: when to hire and when to fix a process

Why each additional hire gives a company less than the one before, how to compare the cost of a new person with the cost of improving a process, and what to ask before you recruit.

#business growth#scaling a company#process automation

AI agent vs chatbot: the difference and which to choose for your company

AI / AI AgentsAnalysis

10 min readIntermediateEnterprise

AI agent vs chatbot: the difference and which to choose for your company

A chatbot answers; an AI agent gets the job done in your company’s systems. We explain the difference with examples, compare costs and risks, and give criteria for choosing.

#AI agents#AI chatbot#AI agent vs chatbot

AI agents in document workflows: automating contracts, orders and invoices

AI / AI AgentsGuide

10 min readIntermediateMid-sized company

AI agents in document workflows: automating contracts, orders and invoices

What an AI agent adds to a document workflow and which documents are worth handing over to it now that KSeF is in place. Plus how to build it in Microsoft 365, and where decisions must stay with people.

#AI agents#document workflow#document automation

AI agents in SharePoint: helping employees find company documents and knowledge faster

AI / AI AgentsGuide

10 min readIntermediateMid-sized company

AI agents in SharePoint: helping employees find company documents and knowledge faster

What an AI agent on SharePoint delivers, how the three ways of running one in Microsoft 365 differ, what the licences cost and what you need to sort out before the agent starts answering.

#AI agents in SharePoint#knowledge search#SharePoint

AI agents for HR: answering employee questions, handling requests and onboarding new starters

AI / AI AgentsAnalysis

10 min readIntermediateMid-sized company

AI agents for HR: answering employee questions, handling requests and onboarding new starters

What an AI assistant in Teams can take off the HR department, what it should not do, how to prepare policies and data, and what the AI Act changes for HR uses.

#AI agents for HR#AI assistant for employees#employee onboarding

AI agents in company purchasing: requests, order approval and invoice checks

AI / AI AgentsAnalysis

11 min readAdvancedMid-sized company

AI agents in company purchasing: requests, order approval and invoice checks

How to organise and automate purchasing in a mid-sized company: from a purchase request in Teams, through approval and onboarding a new supplier, to matching a KSeF invoice to the order.

#AI agents in procurement#purchasing workflow#purchase order approval

OpenClaw in your company – the shadow AI risk and how to control it

AI / AI AgentsGuide

10 min readIntermediateMid-sized company

OpenClaw in your company – the shadow AI risk and how to control it

OpenClaw is a popular open-source AI agent that employees install on their own and connect to email, files and messaging apps. We explain what it is, what risk it creates for a company and how to detect it, block it or keep it safely under control.

#OpenClaw#shadow AI#AI agents

Document workflow automation: how to build it in SharePoint and Power Automate

Document automationArticle

12 min readAdvancedMid-sized company

Document workflow automation: how to build it in SharePoint and Power Automate

How to move contracts, invoices and requests out of email and shared drives into a single workflow in Microsoft 365: from choosing the first process, through rules and retention, to oversight.

#document workflow automation#electronic document management#SharePoint

Automating quote generation in a B2B company: how to prepare quotes faster without losing margin

Sales automationArticle

12 min readIntermediateMid-sized company

Automating quote generation in a B2B company: how to prepare quotes faster without losing margin

Why quotes take days, how to calculate the cost of manual pricing, how to capture your pricing rules and which tool to choose: a CRM template, a document generator or a configurator.

#quote generation automation#sales quotes#pricing

AI in the cloud or on your own servers (on-premise vs cloud): how to choose

Artificial intelligenceAnalysis

12 min readAdvancedEnterprise

AI in the cloud or on your own servers (on-premise vs cloud): how to choose

What happens to company data in cloud AI services, when your own servers make sense, what drives the cost of each option, and when to choose a hybrid set-up.

#AI on-premise vs cloud#AI on your own servers#private AI

Shadow AI: how to find out which AI tools your staff use and replace them safely

Artificial intelligenceArticle

11 min readAdvancedMid-sized company

Shadow AI: how to find out which AI tools your staff use and replace them safely

Employees paste company data into their private ChatGPT or Claude accounts. We explain what the risk is, how to gauge its scale in your company and what to replace private accounts with.

#shadow AI#ChatGPT at work#private AI accounts

Project management in monday.com: structure, schedules and board reports

Business process automationGuide

10 min readIntermediateMid-sized company

Project management in monday.com: structure, schedules and board reports

How to run projects in monday.com: board structure, schedules, team workload, budgets and management reports – plus which plan to choose and when the tool is not the right fit.

#monday.com project management#monday.com projects#project schedule

monday CRM: who it suits, what it costs and how to implement it

Sales automationGuide

10 min readIntermediateMid-sized company

monday CRM: who it suits, what it costs and how to implement it

What monday CRM can do, what each plan costs, when HubSpot, Pipedrive or Dynamics 365 is the better choice, and how to implement it so that salespeople actually use it.

#monday.com CRM#monday CRM#CRM system

AI agents in customer service: what they can take over and where people are needed

AI customer serviceArticle

11 min readIntermediateUniversal

AI agents in customer service: what they can take over and where people are needed

Which customer requests an AI agent can handle on its own and where it should only assist your staff. How to work out whether it pays off, and what the AI Act requires from 2 August 2026.

#AI agent for customer service#customer service automation#AI chatbot

AI voicebots in customer service: what they can do, what they cost and what the law requires

AI customer serviceGuide

11 min readIntermediateMid-sized company

AI voicebots in customer service: what they can do, what they cost and what the law requires

Which calls a voicebot can take over and which it cannot, how to calculate whether it pays off and what a minute of conversation costs. We also cover what the AI Act, the GDPR and the Polish Electronic Communications Law require.

#AI voicebot#virtual voice assistant#customer service

How to implement an AI agent: from choosing a process to the post-pilot decision

AI / AI AgentsGuide

12 min readIntermediateMid-sized company

How to implement an AI agent: from choosing a process to the post-pilot decision

How to choose a process for your first AI agent, describe its tasks and limits, prepare its knowledge and tests, run a pilot and, finally, assess the result honestly.

#AI agent implementation#AI agent in business#AI pilot

Artificial intelligence: technologies, uses and challenges – a guide for the leadership of a mid-sized company

Artificial intelligenceArticle

11 min readIntermediateUniversal

Artificial intelligence: technologies, uses and challenges – a guide for the leadership of a mid-sized company

What artificial intelligence is, which technologies lie behind it, where it really helps in a mid-sized company, what its limitations are and what the law says about it.

#artificial intelligence#what is AI#machine learning

Types of AI agents: which kind fits the process in your company

AI / AI AgentsAnalysis

11 min readIntermediateUniversal

Types of AI agents: which kind fits the process in your company

Six types of AI agents found in mid-sized companies – what each one does, where it works well, what it may cost and how to choose the right one for your first process.

#types of AI agents#AI agents in business#AI agent use cases

How to implement Microsoft Copilot Studio: licensing, preparation and a plan for your first agent

AI / AI AgentsGuide

11 min readIntermediateMid-sized company

How to implement Microsoft Copilot Studio: licensing, preparation and a plan for your first agent

How to roll out Copilot Studio in your company: what credits cost, what to prepare, how to protect data and how to take your first agent from idea to launch.

#Microsoft Copilot Studio#Copilot Studio implementation#Microsoft AI agents

Implementing monday.com as a central process management system: where to start

Business process automationGuide

11 min readIntermediateMid-sized company

Implementing monday.com as a central process management system: where to start

When monday.com can serve as a shared system for several departments, what the licences cost, how to design the structure, automations and reports, and which mistakes to avoid.

#monday.com implementation#monday.com#process management

Choosing an AI model for your company: OpenAI, Claude or Gemini?

Artificial intelligenceAnalysis

11 min readAdvancedUniversal

Choosing an AI model for your company: OpenAI, Claude or Gemini?

OpenAI, Claude or Gemini: where they are available, where they process data, what they cost and how to test on your own documents which model best suits your process.

#choosing an AI model#OpenAI for business#Claude for business

How to organise document workflow in a company: map, rules, permissions and archiving step by step

Document automationGuide

10 min readBasicMid-sized company

How to organise document workflow in a company: map, rules, permissions and archiving step by step

Where to start organising documents, how to arrange them in Microsoft 365, who should have access, how long to keep invoices and records, and how to plan the work.

#document workflow#electronic document management#SharePoint

Featured

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Claude Mythos: what an AI model that finds software flaws means for your security

Artificial intelligenceEnterprise

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Claude Mythos: what an AI model that finds software flaws means for your security

What Claude Mythos is, who can use it, what the June suspension of access taught us and what a mid-sized company should change in its security.

Claude MythosClaude FableAnthropic

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What is a vCISO and when does an external security chief make sense?

Artificial intelligenceGuide

What is a vCISO and when does an external security chief make sense?

10 min read

vCISO or an in-house CISO? Choosing a model for information security oversight

Artificial intelligenceAnalysis

vCISO or an in-house CISO? Choosing a model for information security oversight

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