YourAItransformationpartner.
We identify where AI creates the most value in your company, design AI systems that fit your processes, and measure the impact of every deployment.
How it works
Understand. Deploy. Measure.Transform.
Four connected phases, built to deliver value within the first weeks and over time.
Strategy
Understand
3-4 weeksThe goal: map your organization and identify the use cases where AI creates the most value.
- →Executive interviews, AI-led interviews with teams, data collection
- →Prioritization by impact and feasibility
- →Costed 12-month roadmap
Module prioritization
impact × feasibilityDeployment
Deploy
2-3 monthsThe goal: deploy AI systems built for your industry and shared across every team.
- →Integration with your existing tools (CRM, ERP, email)
- →Automations built for your processes
- →Agents tested in real conditions before going live
Context & Data
Intelligence & Automation
Dashboard
includedROI · Adoption · Active modules
Dashboard
Measure
OngoingThe goal: make usage, ROI, and action items continuously visible through a dedicated dashboard.
- →Real-time usage and ROI per system
- →Adoption rate by team, resistance zones identified
- →Three ongoing actions: strengthen adoption, pick the next modules, adjust the systems
75h
reclaimed/month
47K€
cumulative value
3.2×
average ROI
Adoption by team
Transformation
Transform
Long-termThe goal: embed new ways of working for the long term and build your teams' skills.
- →Team activation and change management
- →Training and upskilling
- →Usage adoption that lasts
- →New strategic levers identified over time
Trajectoire dans la durée
engagement long termeMois 1
Déploiement
Systèmes live
Mois 6
Adoption
Équipes actives
Mois 12
Autonomie
Usages ancrés
Mois 24+
Culture
Nouveaux leviers
+ compétences · + autonomie · + nouveaux leviers business
100%
of the organization analyzed
3 months
first modules in production
40-70%
time saved on low-value tasks
What sets us apart
Three deliberate choices.
We believe AI must create measurable value, for your industry, without locking your organization into any one technology. Here's how that shows up in our systems.
ROI-obsessed
Every system in production is measured on concrete KPIs: time saved, value created, adoption rate. You know in real time what your AI system delivers and where it creates value.
Industry-specific
Our AI systems are built for your industry: construction, consulting, law firms, real estate, agencies. No generic playbook, just automations that speak your sector's language and plug into your existing processes.
Model-agnostic
Model-agnostic, we combine the best AI systems available (Claude, GPT, Mistral) based on each use case. Your system evolves with the technology, with no lock-in or vendor dependency.
By industry
AI systems built for your industry
Vertical expertise that compounds with every deployment. Here's what our AI systems actually produce in each industry we cover.
Construction
Quotes in 30 min. Project schedules generated automatically. Supplier management powered by AI.
Quote agent: intelligent pricing library, full quote draft in 30 min
AI scheduling: crew and subcontractor planning generated from the quote
Supplier management: orders, follow-ups and restocking automated
Absorb 2× more revenue without proportional hiring
Learn moreWant to see a module in action?
We run a demo tailored to your industry. Not a generic one.
Why we exist
The AI revolution is reshaping how companies operate. We believe in an empowering AI, accessible to businesses of every size. An AI that lets everyonegrow their skills and expand what they can do.
Beyond automation efficiency gains, AI can deeply improve your performance. It also opens up value sources that didn't exist before:
- —services you couldn't deliver
- —customers you couldn't serve
- —decisions you couldn't inform
Your teams don't need another tool. They need an AI System that masters your company's language and shares it across every team. One context, a shared understanding of what's at stake, no more siloed information.
We guide you at every step with method, rigor, and transparency. Our goal: make AI a real driver of growth for your business.
We run what we sell. AI powers our daily work, from the understanding phase to client deliverables. That hands-on practice feeds every engagement.
The team
Two founders, the full expertise of an AI transformation
The four complementary skills that decide whether an AI transformation succeeds, combined in our duo. We own the engagement end to end, from understanding to production.

Erwan Navellou
Strategy · AI · Operations
Led dozens of enterprise transformations at Kearney across multiple industries, from C-suite strategy to operational deployment. Built BlackFig's entire AI engine. Runs exactly what we sell.
LinkedIn
Chloé Roumengas
Product · Adoption · Brand
Built AI products at Theodo that teams actually used. Now runs product and brand at BlackFig, and The Roum (200K+ views in 10 weeks). Tackles the #1 reason AI projects fail: people don't use them.
LinkedInFAQ
Your questions, our answers.
Ready to deploy your AI?
A 3-4 week strategy phase to identify your high-impact use cases and build your costed roadmap. First modules in production within 3 months.
Book a call