AI in production, one analysis a day
Every day, a short analysis to understand what makes an AI agent hold up — or fail — in an enterprise: conditions, costs, controls, decisions.
One lesson per video, added automatically as soon as a new analysis is published. French and English subtitles in the player.
| Responsible | TAMPOLLA Serge Destin |
|---|---|
| Last Update | 11/02/2026 |
| Completion Time | 2 hours 29 minutes |
| Members | 1 |
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The webinar announcement2Lessons · 4 min
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The 8 December webinar: what you will learn
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Le webinaire du 8 décembre : ce que vous allez apprendre (anglais)
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Analyses12Lessons · 1 hr 23 min
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AI agents in production: the 3 conditions
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AI agent: 3 cost lines the quote leaves out
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Your agent executes. Who authorised it?
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The model is not the first question
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Your three data questions: quality, access, rights
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AI agent: the 4 log lines your auditor will demand
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AI agent: 4 rights nobody wrote down
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AI agent: 3 actions your agent will never approve itself
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Data sovereignty: 3 questions, not a slogan
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A proof of concept that decides, not one that demos
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On-prem LLM or API: 3 things decide
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AI total cost of ownership: 3 cost lines, not a price
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Short formats40Lessons · 1 hr 3 min
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What an AI agent is not allowed to touch
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What is not logged should not run
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Human validation is not temporary
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Three costs an AI agent quote leaves out
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No figure holds without a scope
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An assistant writes an email. An agent writes in your ERP.
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What you pay every month after go-live
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Four stages, only one is about the model
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The project budget does not cover year one
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What the agent reads is not current
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A service account reads everything
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Four lines, and the scope exists
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The rights stay after the project ends
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What the log gives, what the audit asks for
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Three mistakes that cost you the audit
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What a signature must contain before it validates
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What turns a human validation into a formality
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The split that protects your data
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What you take with you the day you leave
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Hosting your data is not data sovereignty
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Three confusions about data sovereignty
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A total cost can be counted. Value cannot
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Scoping, bounded pilot, contested acceptance, handover
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The pilot that demos decides nothing
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IT, business, security: three signatures
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7 roles, 6 refusals: where an AI agent acts
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An assistant proposes, an agent writes
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HR, production, reporting: the condition that holds
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CIMA reporting: what AI prepares, what stays signed
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What an agent never signs
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Three signatures a tool cannot replace
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Telecoms: the cause before the complaintNew
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Your alarms see the symptom, not the causeNew
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An agent warns; it does not correctNew
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Utilities: the unpaid bill starts at the meter readingNew
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Meter reading and dunning never talkNew
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Three roles, one fileNew
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Import CEMAC: 5 documents, 3 gaps that stop the fileNew
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The bill of lading says one thing, the invoice anotherNew
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What the agent never signsNew
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