Start with an AI Assessment.
What we learn auditing, automating and running AI systems for businesses, written down so you can skip the expensive lessons.
Count firstAI strategy
Most of it is counting: how often a task happens and how long it takes, from your own people, before anything gets built. How the work runs, what you should get, a build that paid for itself in roughly five months, and when you don't need one.
Emil VisserNovember 3, 20268 min readAI OSin plain English
One place that holds everything your business knows, from the numbers to email and meetings. What it does, how it differs from ChatGPT and dashboards, a geospatial build that returned 253%, and when not to build one.
215%more docs
Clients drop out when the chase is late and vague. How a credit legal firm checked every file the moment it landed, collected 215% more documents and went from 240 to 600+ onboardings a week.
AI Makeoverroadmap
Buying AI tools is adoption, not transformation. An ROI-first roadmap for SMEs: find the operational friction, pick the right workflows, keep human control and measure the business result.
Only 12% see ROI
Only 12% of CEOs say AI has cut costs and lifted revenue. The six reasons AI projects miss the P&L, the eight questions to ask before approving one, and what measurable value looks like in practice.
Beyond ChatGPT
ChatGPT is still a great default, but it stopped being the best tool for every job. The nine ChatGPT alternatives we reach for instead, for research, docs, coding, slides, design, meetings and automation.
10 AI sites2026
Ten AI websites that turn hours of skilled work into minutes, research, voiceovers, video, decks, images and music. The honest list, with what each one replaces, plus the one thing the viral roundups never tell you.
15 toolstested
Most "100 AI tools" lists are affiliate dumps. This one isn't, 15 tools we use every week at Flairr or have set up for clients, grouped by the job they actually do, with honest weaknesses included.
Where to look
Boutique agencies, freelancers, your network or an in-house hire, what each costs, where to look, and the questions that separate operators from actors.
A targeted automation costs €3,000–€30,000 to build. A full-time hire costs €40,000–€75,000 a year, every year. The side-by-side math, with a worked example.
142 hours a month
One 30-day deployment eliminated 142 hours of manual work per month for a 120-person financial services firm, and cut sales-to-revenue time by 37%.
1,026%ROI
One WhatsApp automation took a client from 240 to 600+ onboardings a week at 1,026% ROI. The strategy wasn't AI-first, it was results-first.
Five that pay
CRM updates, support triage, document collection, team comms and reporting, five proven implementations with concrete results to benchmark against.
Book a free consultation and we'll tell you what AI can and can't do for your business, whether you work with us or not.
