M47 AI Company

AI Services

From first workshop to production at scale

Insurance is our specialty, not our limit. Since 2018 we design, build and operate specialized AI for global companies: from a top-10 Fortune 500 company to insurers, hospitals and technology platforms across Europe and the US.

2018

native AI company, since day one

+100

engineers across three hubs

90%

technical roles on the team

+500,000

claims & insurance processes run per year

How we work

From design to execution

01
Discover

An initial workshop to deeply understand your needs, challenges and goals.

02
Advise

We assess your business and deliver an expert AI roadmap on where AI brings value.

03
Prototype

A fast demo that makes the AI-powered solution tangible.

04
Validate

A production-ready proof of concept, tested in a real environment.

05
Scale

The solution expands and integrates fully into your production.

06
Improve

Continuous performance improvement, accuracy tracking and fine-tuning.

Consulting

Spark AI

Consulting that turns AI intentions into a concrete, prioritized plan.

AI Workshops

Collaborative sessions with your stakeholders to identify high-impact AI opportunities: pain points, feasibility, measurable business value.

Demos & Prototypes

Quick prototypes and proof-of-concept demos that validate AI's potential in your specific context and de-risk the investment.

AI Roadmap

A clear AI strategy aligned with your business goals: prioritized use cases and a phased roadmap toward scalable adoption.

A typical first month

Two workshops with your stakeholders, one prioritized opportunity map, one prototype running on your own data.

Engineering

AI Labs

Deep-tech engineering with production standards.

Custom Model Development

Machine learning and deep learning models tailored to your challenge, using state-of-the-art architectures.

Model Fine-tuning

Pre-trained models adapted to your proprietary data, domain language and accuracy requirements.

Dataset Creation

High-quality datasets created, curated and annotated for training and evaluation.

Guardrails & Evaluation

Systematic testing for accuracy, robustness, edge cases, hallucinations and compliance.

Monitoring

Continuous production tracking: drift, degradation, alerts, retraining triggers, compliance logging.

AI QA

Quality assurance for AI-embedded applications, even when outputs are variable.

A typical first month

Baseline evaluations on your data, a fine-tuned candidate model, and a test harness your team keeps.

Embedded teams

AI Talent

Specialist AI teams embedded in your organization, from individual experts to full squads.

ML EngineersAI EngineersPrompt EngineersMLOps EngineersData ScientistsComputational LinguistsLanguage EngineersData CuratorsQA EngineersFrontend & Backend DevelopersCloud Architects

This is how we work with some of the world's largest technology companies: our specialists inside their teams, at their pace, on their stack.

A typical first month

Two specialists embedded in your team, first sprint delivered, on your stack and at your pace.

Integrated AI

We deploy across your most critical layers

01

Human integration

Our AI experts work side-by-side with your internal teams: domain understanding, faster iteration, solutions tailored to real-world challenges.

02

Process integration

Custom AI systems embedded into your existing business processes. Efficiency and adaptability without reinventing your operations.

03

Infrastructure integration

Cloud, on-premise or hybrid: our AI integrates with your current infrastructure and elevates from within.

NestléAXAAppleBoehringer IngelheimFoundeverMutual Médica

Nestlé, AXA, Foundever, Boehringer Ingelheim, a top-10 Fortune 500 company and more.

See the case studies

Tell us what you want to build

An intro call to understand your challenge. Then a workshop, a prototype, or a team, whatever the next step really is.