Blog & Insights

Insights & perspectives
on enterprise AI.

Methodologies, experience feedback, and sourced analysis for CIOs, CDOs, and business directors deploying AI in production.

This blog documents how French and European enterprises deploy Claude agents in production: methodology, governance, experience feedback, and a critical read on AI news. No marketing pitch disguised as an article.

Published on a weekly cadence, organized by category below so you can go straight to what concerns you. Each category goes deeper into a topic this page only introduces.

Browse by category
Recent articles
Adopting AI in the EnterpriseUSAGE
October 15, 2026·11 min read
Measuring AI adoption in the enterprise: usage rate, not licences
How to measure AI adoption in the enterprise: active usage rate, depth, supervision. Barclays states its target as a share of developers, with no licence count.
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Claude & Anthropic EcosystemFDE
October 8, 2026·11 min read
Claude Frontier Academy: what Anthropic’s programme means for an IT department
Anthropic launches the Claude Frontier Academy, aiming for 10,000 deployment engineers by 2027. Format, nomination-only access, France and how IT teams can prepare.
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Claude & Anthropic EcosystemSONNET
October 1, 2026·13 min read
Sonnet 5.5 or Opus 5.5: which Claude model for which enterprise use case?
Claude Sonnet 5.5 came out on 28 September. Next to Opus 5.5, how to split your use cases, what the migration changes in your code and who owns the model choice.
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AI Governance & ComplianceMCP
September 30, 2026·13 min read
MCP audit in production: risks and a checklist for your agents’ servers
Model Context Protocol in production: authorisation, provenance, isolation and logging of MCP servers, plus the audit checklist to run server by server in your stack.
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AI Governance & ComplianceREDTEAM
September 30, 2026·13 min read
Red teaming AI agents: how to test a Claude agent before and after go-live
Prompt injection, data exfiltration, guardrail bypasses: the method for testing a Claude agent before deployment, then on an ongoing basis once it is in production.
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AI Governance & ComplianceSECURE
September 30, 2026·13 min read
Securing a Claude agent in production: the complete guide
Permissions, secrets, logging, human oversight: the guide to securing a Claude agent in production, with LOOP™ trust zones applied to security risk in the enterprise.
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Claude CodeMCP
September 24, 2026·16 min read
Connecting Claude Code to enterprise systems with MCP: what to settle first
Connecting Claude Code to enterprise systems with MCP opens your tools to an agent that acts. Server scopes, tokens, prompt injection, IT controls: what to settle first.
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Claude & Anthropic EcosystemOPUS
September 24, 2026·14 min read
Claude Opus 5.5 in the enterprise: should you migrate, and how to decide
Claude Opus 5.5 shipped on 22 September: 40% lower cost announced, thinking always on, EU AI Act watermarking. What CIOs should test before migrating.
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Claude & Anthropic EcosystemCRM
September 17, 2026·12 min read
Salesforce in Claude is in beta: what CIOs should settle before switching it on
Salesforce in Claude opened in beta on 15 September. Inherited permissions, write actions, data flows and the EU AI Act: what to settle before sales teams turn it on.
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AI Agents in ProductionLOCK-IN
September 15, 2026·16 min read
AI model lock-in: why your architecture must be able to switch
AI model lock-in: a price cut on the identifier you already call reaches your application unaided. A more capable model means switching to a new identifier.
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Adopting AI in the EnterpriseSPLIT
September 10, 2026·16 min read
AI adoption: model prices no longer move in one direction
Frontier model prices are climbing, and launch promotions on entry-level models expire. Why enterprise AI adoption tracks neither of those two movements.
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AI Agents in ProductionLIVE
September 10, 2026·16 min read
Enterprise AI agents: which use cases actually reach production
Enterprise AI agents: the six families of use cases that actually reach production, and the five selection criteria to check before you write any code.
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AI Agents in ProductionSCREEN
September 9, 2026·16 min read
Computer use or API: how to decide your AI agent architecture
Computer use or API integration: a four-question grid for deciding your AI agent architecture, and what each mode changes for traceability and auditing.
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AI Governance & ComplianceART. 50
August 3, 2026·17 min read
The Digital Omnibus delay explained: what moved in the AI Act, what did not
The Digital Omnibus package pushed high-risk obligations to December 2027 and left Article 50 applicable since August 2026. What moved, what holds, where to start.
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AI Governance & ComplianceCAIO
July 20, 2026·15 min read
Chief AI Officer: what the role does and whether you need one
Orange has appointed a new Chief AI Officer. What the role does, what Orange's mandate reveals, and how to decide whether your company should appoint one too.
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Claude & Anthropic EcosystemFRANCE
July 20, 2026·15 min read
Claude integrator in France: how to choose in 2026
What a Claude integrator does, why a specialist beats a generalist for enterprise AI, and how to choose the right Anthropic pure player in France in 2026.
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Adopting AI in the EnterprisePRÊT ?
July 17, 2026·15 min read
Is my company ready for AI? The 7 signals that answer it
Seven concrete signals that tell you whether your company is ready for AI: data, sponsorship, governance, business ownership. Plus a 7-question self-assessment.
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Adopting AI in the EnterpriseAGENTS
July 17, 2026·15 min read
Agentic AI Readiness: Is Your Organisation Ready for AI Agents?
Agentic AI readiness: permissions, guardrails, auditability, human-in-the-loop. The 5 prerequisites before an AI agent reaches production, and how to benchmark.
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Adopting AI in the Enterprise5 NIV
July 17, 2026·16 min read
The 5 AI maturity levels: where does your organisation stand?
A 5-level AI maturity scale explained, the Gartner, MIT, IBM and Microsoft frameworks described, and the Koneetiv framework: 4 stages, 6 dimensions, a free assessment.
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Claude & Anthropic EcosystemLLM
June 16, 2026·17 min read
Claude vs ChatGPT for enterprise 2026: the comparison
Claude or ChatGPT for enterprise? A dated comparison across eight dimensions: governance, AI Act and data, reasoning, hallucinations, MCP, pricing, partners, daily use.
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AI Agents in ProductionAGENT
June 9, 2026·14 min read
What is an enterprise AI agent? 2026 guide
What an enterprise AI agent is, what it can do in 2026, how it differs from chatbots and RPA, and how to govern and deploy one in production across Europe.
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AI Agents in Production87%
April 7, 2026·14 min read
AI projects stuck at the pilot stage: causes and the path to production
Why so many AI projects stall at the pilot stage: no named sponsor, no costed business case, data not ready. What to secure first and the method to reach production.
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AI Governance & ComplianceLOOP
April 1, 2026·16 min read
LOOP™: the human-centered AI governance protocol
LOOP™ sets how much autonomy an AI agent gets: 4 trust zones, 3 escalation levels and a living registry. How it works, who owns it and how it maps to the EU AI Act.
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AI Agents in Production2026
March 19, 2026·16 min read
From chatbot to agent: the enterprise AI shift in 2026
Chatbot or AI agent in the enterprise: what sets them apart and what agents change for business teams and IT, with a method to move from pilot to production.
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AI Governance & Compliance4Z
March 6, 2026·17 min read
The 4 trust zones: classifying your AI agents
Green, orange, red or black: how the LOOP™ method classifies each action of your AI agents before production, with its criteria and its common pitfalls.
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