Research, opinion and real cases.
Team publications on applied AI — no hype, no stage demos. What we learn shipping systems to production.
Strategy01 / 06
Why 80% of AI POCs never reach production — and what changes when they do
The gap between prototype and operation isn't technical. We discuss the decision gates that separate pilots from systems.
Engineering02 / 06
Enterprise RAG: 7 patterns we learned in regulated deployments
Per-document permissions, verifiable citations, cost per query. The choices that change everything in architecture.
Strategy03 / 06
How to present AI ROI to a CFO — and leave with the budget approved
A framework of hypothesis, timeline and measurement that takes AI out of the "innovation folder".
Cases04 / 06
Anti-fraud with proprietary models: real case in payments
We reduced chargebacks by 68% without adding friction. How to combine graphs, multivariate anomaly and LLMs.
Regulation05 / 06
LGPD and LLMs: what changes when the model "sees" the data
Self-hosting, redaction, semantic anonymization. A practical map out of legal uncertainty.
Strategy06 / 06
An agent is not a chatbot. The difference is worth 10x in business value.
Where to draw the line — and why confusing them is the most common AI-project mistake.