AI · 7 min
AI agents for companies: when they make sense and when they are just an expensive demo
A practical guide for companies assessing whether an AI agent can solve a real operational problem.
Practical guide for companies planning AI, automation and software
Practical articles for companies planning AI implementation, business process automation, RAG, document analysis, API integrations, technology audits and B2B software.
AI · 7 min
AI / Strategy · 8 min
How to implement AI in a company without chaos: process, data, security and KPIs
A decision sequence that helps move from an AI idea to a production-ready implementation.
Automation · 7 min
Business process automation: how to find the first good use case
How to choose a process that brings quick impact and does not turn an automation pilot into an expensive experiment.
RAG · 8 min
RAG and company knowledge search: how AI can work with company documents
What must be prepared so AI answers from company knowledge instead of generic guesses.
Integrations · 7 min
API, CRM and ERP integrations: how to connect systems without manual data retyping
How to design integrations that reduce errors, delays and dependence on manual work.
Software · 8 min
Custom B2B system: when to build your own software instead of buying ready-made tools
How to assess whether a custom B2B system makes business sense and what the first version should include.
Audit · 7 min
Technology audit: what a board should receive before a larger IT investment
A list of audit outcomes that help decide on modernization, system development or AI implementation.
CTO · 7 min
CTO as a service: when external technology leadership helps a company grow
When a company needs CTO support even if it does not want or cannot hire a full-time person.
MVP · 8 min
Startup MVP: how to limit scope, cost and risk in the first product version
How to plan a first product version that validates assumptions instead of pretending to be a finished platform.
Due diligence · 8 min
Technology due diligence: how to assess product, team and risks before investment
What to check before investment or acquisition to better understand technology development and maintenance cost.
Modernization · 7 min
Legacy system modernization: how to evolve an old system without paralyzing operations
How to approach modernization step by step when a system is critical for daily operations.
Documents · 7 min
AI for document analysis: how to automate classification, extraction and quality control
How to use AI for document work without losing control over errors and accountability.
Workflow · 8 min
AI workflow automation: how to connect models, people and systems into one controlled process
How to design workflows where AI accelerates work without taking uncontrolled responsibility.