The thinking grows here too
How AI takes root inside a company, and how organizations grow capability of their own — written from inside client businesses.
An AI-native organization isn't everyone using AI
What companies lack isn't a stronger model. It's a dataset nobody owns — how work actually gets done. S-tello Trace recovers it from real work evidence and turns it into assets AI can execute and verify.
No scores. It just remembers for you
The personal side of S-tello Trace is a private work memory — it records what you actually moved forward each day and writes it up as a narrative you can hand in, with the raw evidence staying on your own machine.
You don't need an FDE who's better at talking about AI
AI projects rarely stall because of the model — they stall because nobody truly sees how the client's business runs. S-tello Trace is the capture layer I bring into the field as an FDE, recording the real work of different roles inside the client company so AI solutions grow on evidence.
Why most enterprise AI dies in the last mile
The models are already good enough. Enterprise AI fails in the last mile — getting from pilot to production, from a tool people try to a capability the business runs on.