AI Business + modules

Your value streams weren't designed for what AI makes possible today.

When AI handles the work that shouldn't require manpower, your value streams can finally move at the speed your business needs.

We audit how teams actually work and match each task to the right level of automation — an off-the-shelf tool when one exists, a custom build when it doesn't. Some builds are meant to last, others we know will be replaced. The tool may be temporary, but what the team learns about working with AI stays.

Beyond individual tasks, we redesign entire workflows. 'How do we optimize this?' becomes 'should a human still be doing this at all?' That's AI Ops: operational thinking combined with the ability to build agents on site, during the mission.

On one side, the temptation to make everything. Vibe-coding and AI-native IDEs have made it possible to build internal tools in hours instead of months. A Product Builder can now prototype a custom workflow tool in an afternoon. The economics seem irresistible: why pay €50k/year for a SaaS license when an intern with Cursor can build something close enough in a week?

But "close enough" has a cost. Even a vibe-coded app needs someone to prompt it, maintain it, and apply product judgment to it. That person isn't free. And while your team is rebuilding what Notion or Jira already does, the SaaS vendors you're trying to replace are shipping AI features of their own — at a pace no internal team can match. You're in a feature race you cannot win.

On the other side, the temptation to buy everything. Every SaaS tool now has an "AI-powered" badge. Copilots everywhere. The promise: plug it in, save 30% of your team's time. The reality: most of these features are thin wrappers around the same LLMs, poorly integrated into your actual workflows, and impossible to customize to the specific way your teams work.

We help you make that call. Not once, in a strategy deck, but continuously — because the line between make and buy moves every quarter as both your team's AI capabilities and the vendor landscape evolve.

01 AI Workflow Audit & Zero-Based Redesign Don't optimize a broken workflow — redesign it from zero.

Most companies try to improve existing processes by adding AI on top. We take a different approach: zero-based redesign. Instead of asking "how do we make this workflow faster?", we start from a blank page and ask "if we were building this workflow today, with everything AI makes possible, what would it look like?"We map how teams actually work — not the process diagram, the real daily work — and for each task, we answer one question: should a human still be doing this at all? The output is a prioritized map of automation opportunities with clear effort/impact scoring and make-or-buy recommendations.

02 AI Workflow Audit & Zero-Based Redesign Don't optimize a broken workflow — redesign it from zero.

03 AI Workflow Audit & Zero-Based Redesign Don't optimize a broken workflow — redesign it from zero.

Rovo AI AI agents natively integrated into Jira and Confluence — automating workflows where your teams already work.

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20 AVRIL 2026

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Our AI for Business Efficiency experts

AI Ops specialists, Product Builders, and workflow architects — embedded in your teams.

Delphine Barthas AI Product Expert

Creator of the AI Product Canvas. Leads AI product framing and strategy.

Abdessamad Benhalima Data & AI Director

10+ years building data & AI products at scale. Leads the AI practice.

AI PM AI Product Manager

Manages the 3% question daily — prioritizing model, UX, and infra trade-offs.

The Product Builder's stack

The tools and platforms our Product Builders use daily to go from insight to production.

Senior Product Manager

Runs discovery, owns the roadmap, aligns stakeholders, and ships. Brings AI fluency to every phase — from research synthesis to prototype validation. Not a backlog manager. A product leader embedded in your squad.