Blog
Notes de mise en œuvre de l'IA
Learn Baciu.com rassemble du contenu pratique sur les agents, le raisonnement, la récupération de connaissances, l'automatisation et l'exploitation sûre des systèmes IA.
Benchmarks that matter after AI go-live
Track resolution share, reviewer load, exception recovery, unit cost, latency, and quality deltas once the system is live.
31/05/2026 · 8 lecture min.
AI economicsThe economics of production AI programs
Estimate value with baseline volume, cycle time, exception rate, adoption curve, and operating cost instead of generic AI claims.
30/05/2026 · 10 lecture min.
Delivery strategyHandoff patterns from build teams to client operators
Operational ownership transfer should be planned as a product milestone.
29/05/2026 · 8 lecture min.
Delivery strategyOperating cadences for AI adoption teams
Weekly rituals convert experimentation into accountable delivery.
28/05/2026 · 6 lecture min.
GovernanceRelease gates for prompt and model changes
Treat prompt and model updates like code changes with explicit approvals.
27/05/2026 · 7 lecture min.
Platform operationsObservability signals that matter for AI systems
Focus on decision quality and escalation behavior, not token counts alone.
26/05/2026 · 9 lecture min.
Platform operationsModel routing policies for cost and latency control
Route tasks by complexity and risk to balance quality, latency, and budget.
25/05/2026 · 8 lecture min.
Process automationSLA escalation graphs for agentic automation
Model SLA risk explicitly and trigger intervention before breaches happen.
24/05/2026 · 8 lecture min.
Process automationTicket triage architectures for AI support teams
Classify, route, and escalate tickets with predictable queue behavior.
23/05/2026 · 9 lecture min.
Retrieval operationsPermission-aware citation UX patterns
Show evidence safely without leaking restricted content across teams.
22/05/2026 · 7 lecture min.
Retrieval operationsRetrieval freshness SLOs and alerting
Knowledge systems need freshness targets, not just index size metrics.
21/05/2026 · 8 lecture min.
GovernanceEvidence packets for human approval
Approval flows work when reviewers get concise context, not raw transcripts.
19/05/2026 · 6 lecture min.
Reasoning qualityCounterfactual test suites for reasoning workflows
Test scenario variants before launch to detect brittle reasoning logic.
17/05/2026 · 10 lecture min.
Agentic systemsDesigning tool contracts for reliable agent actions
Typed tool interfaces reduce hallucinated actions and make retries safe.
15/05/2026 · 7 lecture min.
Agentic systemsWhy agentic systems need escalation design
Autonomy without escalation policy turns small errors into operational incidents.
13/05/2026 · 8 lecture min.
Delivery strategyHow to scope an AI pilot that survives production
Scope the operating model early: data access, evaluation, escalation, ownership, and release controls.
11/05/2026 · 9 lecture min.