Fifteen years in ML and AI. One conviction.
AI is rewriting how buyers choose.
AI is reshaping how companies run.
Most are not ready.
The technology was never the hard part.
What breaks execution is the distance between the boardroom and the floor.
AI is widening it.
We close that gap.
We look at the company from three angles.
What LLMs and the market say about you outside. What your systems record, ERP, CRM, tickets. And what people share during interviews, with a human or with our AI interviewer, up to a thousand conversations in under four days, on their own terms. We track patterns, never people, that's why they're honest.
A reasoning model finds where the gap lives.
It crosses the three views and surfaces what no single report contains: the contradictions between what leadership decided, what the systems recorded, and what the teams are actually doing. Every finding is traceable back to its source, a ticket, an interview, an answer engine, and ranked by what it costs you and what fixing it returns.
Our forward-deployed engineers close it.
They build on your existing stack, with your teams, where the return is measurable. Training is part of the build as we also identified what employees need help with. Every implementation ships with a before/after.
You keep building on it.
After each delivered project, run a re-scan or add new interviews and data whenever you want. In the AI era, the moat is speed of iteration, and this gives you a real-time pulse on what's working and what isn't.
Founded in USA HQ Paris
Team members USA & France
Bootstrap Organic growth

Co-Founder & CEO
Charlotte Hausemer
Spent 15 years leading complex transformations at one of Europe's largest banks. Built Neon & Slate to catch that misalignment at scale.
LinkedIn →Co-Founder & Chief Product Officer
Pierre-Louis Bourbon
Spent his career as a CEO's right-hand operator, second employee at an insurtech he helped grow from $0 to $13.6M in revenue. Joined to build the product he had wished existed.
LinkedIn →
Advisor
Clément Perrot
Ex-AWS GenAI architect, Inc 30 Under 30, exited founder. Now advises on our architecture and reasoning layer.
Our story & founding belief
Building before boards knew what to budget for.
Long before AI became a boardroom priority, we were working on how it would reshape companies. Neon & Slate exists to translate that shift into real operations, real systems, and measurable results.
We build the execution infrastructure, the workflows, the processes, the knowledge stacks, that turn generic AI into a competitive advantage.