AI transformation for mid-market

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.

01

Strategy

Understand

3-4 weeks

The 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 × 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

The 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

CRMERPEmailDriveMétier

Intelligence & Automation

Agent devis
Agent planning
Agent qualif

Dashboard

included

ROI · Adoption · Active modules

03

Dashboard

Measure

Ongoing

The 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
Dashboard
5 modules live

75h

reclaimed/month

47K€

cumulative value

3.2×

average ROI

Adoption by team

Leadership95%
Sales92%
Ops / Delivery87%
Admin / Finance78%
04

Transformation

Transform

Long-term

The 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 terme

Mois 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 more

Want 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

StrategyAI EngineeringProductAdoption

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

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