Thought leadership

Our insights

Methodologies, agentic governance, AI strategy, data - our lessons from the field and our points of view on the AI transformation of large French organizations.

AI Factory · Agentic SDLC

Agentic SDLC: model first or specification first?

A free workflow around the model, or the specification as a shared reference? What the difference changes at industrial scale, and why the stakes go beyond agentic coding.

October 2026 · 6 min
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AI Factory · Operating model

AI squads: the right team is not the smallest one, it is the one that holds up

From 7 to 10 FTEs yesterday to 2 tomorrow: how far can an AI squad shrink? Review workload, rare skills, business continuity. Our target model: squads of 3 to 4 people.

October 2026 · 5 min
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AI Agentic · Data

MAD: an agentic harness for data professionals

Ten roles, a skills catalog and deterministic workflows: Niji's MAD framework industrializes agentic AI across the data value chain, from ingestion to migration.

October 2026 · 8 min
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AI Agentic · Finance Function

AI transformation of the finance function: start from pain points, not tools

Nine finance scopes, six recurring families of pain points, three maturity levels. Where the gains really are, and how to get started without launching a big program.

September 2026 · 6 min
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AI Growth · Methodology

Design System: the foundation for industrializing design with AI

A three-week assessment across six dimensions including AI-readiness, a build that delivers a pilot on a real product, a run that sustains governance over time.

September 2026 · 5 min
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Data & Trust · Cybersecurity

Pentesting an AI: our audit approach, from the OWASP LLM Top 10 to MCP vulnerabilities

Prompt injection, RCE and LFI through MCP integrations: the vulnerabilities our auditors found during recent AI pentest engagements, and our operational recommendations.

September 2026 · 7 min
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AI Strategy · Product Management

Product Management in the agentic era: from specialist to value creator

Five value-creation moves, two emerging roles (Product Builder and Agentic AI Coach) and one conviction: the advantage goes to those who best decide what to build.

September 2026 · 8 min
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AI Agentic · Field report

Specialized vs. general-purpose AI agents: when specialization makes the difference

Five specialized agents coordinated by an orchestrator, instead of a single agent. A field report on a CRO cycle: 25 to 30 hours saved per engagement.

July 2026 · 5 min
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AI Agentic · Governance

From 1 to 100 agents: the prerequisites for agentic governance at scale

When do you need an orchestration platform? How do you manage rights, roles and authorized actions without losing control?

May 2026 · 6 min
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AI Strategy · Barometer

Niji 2026 Barometer: AI and the double scissor effect of transformation

98% are keeping their ambitions, 53% are facing budget constraints. The three converging priorities shaping the choices of French CIOs and CEOs.

March 2026 · 7 min
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Data & Trust · Regulation

AI Act, GDPR, sovereignty: building a compliant data foundation without slowing down transformation

Regulatory obligations and performance requirements are not at odds - provided you address them together from the design stage.

February 2026 · 8 min
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