AI transformation for mid-market

YourAItransformationpartner.

We map where AI creates the most value in your organization, build systems that fit your processes, and measure the impact of every deployment.

How it works

Understand. Deploy. Measure.

01

Strategy

Understand

3-4 weeks

We analyze your organization through multiple channels: leadership interviews, AI-driven interviews across your teams, and data collection. We map every system candidate on a priority matrix based on impact and feasibility.

Full organizational analysis · Impact × feasibility prioritization · Costed roadmap

Module prioritization

impact × feasibility
EvaluateQuick winsAvoidStrategicImpact →Feasibility →
Agent devis
Qualif leads
CR + planning
Veille secteur
Biblio prix
Planning IA
Reporting auto
Quick wins
Strategic
To evaluate
02

Deployment

Deploy

2-3 months

We build an AI system adapted to your business: your existing data and tools, automations integrated into your processes, dashboard included. Systems in production, not demos.

Integration with your tools · Automations built for your business · Team enablement

Context & Data

CRMERPEmailDriveMétier

Intelligence & Automation

Agent devis
Agent planning
Agent qualif

Dashboard

included

ROI · Adoption · Active modules

03

Governance

Measure

ongoing

We measure adoption and ROI of every system in real time, through a dedicated dashboard. That visibility lets you act: support adoption where it's needed, prioritize the next modules, and evolve the system as your needs grow.

Adoption and ROI dashboard · Active adoption support · Continuous system evolution

Dashboard
5 modules live

75h

reclaimed/month

47K€

cumulative value

3.2×

average ROI

Adoption by team

Leadership95%
Sales92%
Ops / Delivery87%
Admin / Finance78%

100%

of the organization analyzed

3 months

first modules in production

40-70%

time reclaimed on low-value tasks

What sets us apart

Three deliberate choices.

We believe AI must create measurable value for your business, without locking your organization into any one technology. Here's how that shows up in our systems.

ROI-obsessed

Every module in production is measured on concrete KPIs: time saved, value created, adoption by team. You know in real time what your AI is producing and where it creates value.

Industry-specific

Our systems are built for your industry: construction, consulting, law firms, real estate, agencies. No generic playbook — automations that speak your vocabulary and plug into your existing processes.

Model-agnostic

Model-agnostic by design: we combine the best AI models of the moment (Claude, GPT, Mistral) based on each use case. Your system evolves with technology, with no lock-in or vendor dependency.

Results by industry

Systems built for your industry

Vertical expertise that compounds with every deployment: our systems speak your industry's vocabulary and integrate into your processes. Here's what they actually produce.

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 more

Want to see a module in action?

We'll send you a demo tailored to your industry. Not a generic one.

Our conviction

We believe in AI that is empowering and accessible to everyone. AI that helps each person grow their skills and expand what they can do.

To get there, your teams don't need another tool. They need a system that absorbs busywork, so they create more impact instead of just doing more.

A system built close to their needs. One that speaks their industry's vocabulary, plugs into their tools, and lets itself be tamed. That's exactly what we design.

What we recommend, we apply to ourselves first. Our own processes run on AI, from strategy through deliverable production. That's our strongest proof.

The team

Two paths, three levers

We've brought together the skills that actually decide whether an AI transformation works: strategy, engineering, and adoption. One partner, end to end, from strategy to production.

Erwan Navellou

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

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.

LinkedIn

FAQ

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