Automation and AI, deployed

AI automation for you and your business.

Sometimes it is just simple automation. Sometimes it needs AI agents. Either way, taking repetitive work off your team is the best investment you can make.

The result: I removed 10+ hours a week of manual checking for an enterprise team. It runs on its own now, every run checked and traced.

See what I've built
years · Enterprise delivery
9+
markets · Dior go-lives
4
Manual work removed
10+ hrs/week
Portrait of Marwane Ait Yahia

Enterprise delivery across

  • Dior
  • Eutelsat
  • OPCO EP
  • TechnipFMC
  • InsideBoard

From messy intake to validated data.

Two people were each spending over five hours a week checking huge Excel files by hand, so the data was clean enough to process downstream. That check now runs itself. They get one notification, file cleared or file blocked with the reason, and spend those ten hours on real work instead.

10+ hours a weekof manual file checking removed, across the two people who used to do it by hand. The system validates, normalizes and delivers on its own, and only stops a file when a client actually sent something wrong.
Read the InsideBoard case study
Recorded workflow25 sec
89 cols · verified

Explore the recorded run

The operator selects the expected file model before any data is processed.

From model selection to the successful client-portal result. The Python integrity gate confirms every expected column is present and ordered.

Nothing ships without being checked.

Tell me the one task eating up your team's time, and I'll show you how many hours I can save you.

The people who worked with me, on the record

Named colleagues and clients from Dior and enterprise Salesforce delivery. Not anonymous stars, real people you can find on LinkedIn.

  • Testimonial

    I had the chance to work with Marwane for nearly two years, and it was truly a pleasure. He is a highly skilled Salesforce expert who made a significant impact on improving the tools used by the Dior customer service teams. Pragmatic, versatile, and solution-oriented, he played a key role in the successful integration of tools such as Powerfront and Odigo. Marwane is comfortable with all types of stakeholders and is a real driving force within a team, someone who naturally pushes topics forward and gets results. Beyond his technical expertise, he is an authentic, positive person who consistently brought great energy and good vibes to the team.
    Oscanne ZombraProduct Owner & Scrum Master · Freelance
  • Testimonial

    I worked with Marwane for several years at OPCO EP. As a Business Analyst, he is an invaluable asset that any project team would want. His functional understanding and deep Salesforce knowledge enable fast, reliable delivery of complex requirements. Marwane bridged the gap between the business and the development team, and brilliantly managed part of the dev team: task assignment, prioritisation, and follow-through.
    Yann d'AlmeidaSenior Salesforce Consultant · Bloom Innovation
  • Testimonial

    It was amazing to work with him. He is highly professional, passionate, and has great knowledge in his field.
    Freddy MacedaManager, IT – Client Services Center · Christian Dior Couture

Building something difficult to run reliably?

Let's talk about the workflow, the people who run it and what trustworthy automation would require. Company engagements start at €750 per day.

On assignment at InsideBoard, open to freelance projects in parallel. Paris, remote & relocation (EU).

A free first call, no obligation. We agree the scope before anything is committed.

Marwane Ait Yahia · Forward-Deployed Engineer