Expertise 02
Generative AI transformation
From pilot to production. No illusions, no turning back.
Why
GenAI pilots are easy. Production is less so.
Between the two, 80% of projects are lost on data quality, change management, recurring costs and the absence of business ownership.
Our typical workstreams
RAG architecture
Indexing, retrieval, guardrails, observability. Not a POC, a robust pipeline.
Business copilots
Integration with the tools in place (CRM, ERP, email). Adoption measured, not assumed.
Process automation
With the napkin test upstream, ROI calculations downstream.
Continuous evaluation
Quality metrics, drift, hallucinations, inference costs.
Our conviction
Three conditions, non-negotiable.
A use case that solves a real problem, reliable data to feed it, a business team that owns it. When one of these three is missing, we say so before we start.
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