Operational excellence
    augmented

    Save time where you really lose it

    A field diagnostic, then a first tool in production within a few weeks.

    SMEsMid-size companiesFund portfolio companies
    EmailCRMERPAccountingCustomer requestQuoteOrderPlanningField workInvoicingAccountingCustomersOrdersContractsInvoices

    What gets stuck

    One more tool won't fix a blurry organization.

    Information is everywhere: the ERP, Excel, email, and the heads of two key people.

    Finding out where a file stands takes three follow-ups.

    The same data is entered two or three times, in tools that don't talk to each other.

    A new tool was added last year. The problem stayed.

    What we see at our clients

    • An order stuck for three weeks, and no one knows at which step or why.
    • The same customer under three names, in three software tools.
    • A key step that exists only in the head of someone who is on leave.

    It is never just a technology problem.

    Notre conviction

    Useful AI must be able to act.

    • The value of AI in a company is not in the model: models are becoming a commodity.
    • It is not in the chat interface: answering a question is not handling a case.
    • It is in the layer that acts: understanding the business, writing into your systems, and carrying out concrete tasks with an auditable trail.

    We start with the structure. Only then do we add tools and automate.

    The offer

    The offer in three building blocks

    01

    Operational diagnostic

    We understand how your company really works.

    • Operational and regulatory analysis, on site
    • Map of critical flows, tools and data
    • Friction points with a cost attached, and a prioritized roadmap
    • A first tool delivered during the diagnostic
    Delivered
    Costed friction points, a prioritized roadmap, a first tool delivered
    Duration
    2 to 4 weeks
    Price
    From €5,000 excl. VAT
    Learn more
    02

    Fast-track deployment

    We equip the activities that hurt the most first.

    • Triggered from your email, forms, files, CRM or ERP
    • Sorting and routing of incoming requests, incidents and cases
    • Drafting of replies, quotes and business documents
    • Human approval on sensitive steps
    Delivered
    Tools and automations in real use, refined with your teams
    Duration
    1 to 3 weeks per tool
    Price
    From €10,000 excl. VAT
    Learn more
    03

    Custom management system

    We build a foundation that lasts.

    • A shared database where every piece of data keeps its source
    • Matching and cleaning of your different sources
    • A complete back office and integrations with your software
    • Maintenance and updates on subscription
    Delivered
    Unified, reliable data, a complete back office, integrations, maintenance
    Duration
    2 to 6 months
    Price
    On quote
    Learn more

    You can stop after any step.

    Clients

    Our clients

    clients delivered
    10+clients delivered
    tools in production
    12tools in production
    systems in production, 1 being built
    3systems in production, 1 being built

    The people you will talk to

    Four people, from the diagnostic to production.

    Pierre Moussa

    Pierre Moussa

    Founder · organization and processes

    CPE Lyon · emlyon business school

    Operational diagnostic, process redesign and project leadership.

    Their role

    During the diagnostic: he works out how your company really runs and decides what to equip first.

    A career inside complex, regulated organizations: defense, pharma, aerospace, critical infrastructure. SAP S/4HANA programs in pharma, and redesign of deployment, maintenance and after-sales processes on critical infrastructure.

    • CPE Lyon
    • emlyon business school
    • Deloitte
    • Ipsen
    • Ultra Edge
    Clément Remillieux

    Clément Remillieux

    AI engineer · founder

    CPE Lyon · Centrale Lyon · Lyon 1

    AI diagnostic and strategy, architecture and development of the solutions we deliver.

    Their role

    From the first conversation to production. He is your contact all the way through.

    Six years building AI systems. Teaches in a master's program at ESGI Paris. Anthropic certified in 2026: Claude API, Claude Code, MCP, Agent Skills.

    • CPE Lyon
    • Centrale Lyon
    Jules Messad

    Jules Messad

    Strategy and organization

    Paris 1 Panthéon-Sorbonne

    Project costing, organization and change management.

    Their role

    During scoping, then at go-live, when ways of working change.

    Trained in business management, he turns a technical project into cost, gain and payback time.

    • Université Paris 1 Panthéon-Sorbonne
    Nil Ben-Drihem

    Nil Ben-Drihem

    AI engineer

    CPE Lyon

    Development of agents and applications.

    Their role

    After scoping: he builds, tests on your documents and delivers to production.

    Document extraction, assistants on internal data, web interfaces, and the documentation that goes with them.

    • CPE Lyon

    Book a call

    Book a call

    Describe your situation in two sentences. We will quickly tell you whether we can help, and also when we can't.

    Pick a 30-minute slot

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