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Poznámky k implementaci AI
Learn Baciu.com shromažďuje praktický obsah o agentech, uvažování, vyhledávání znalostí, automatizaci a bezpečném provozu AI systémů.
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. 5. 2026 · 8 min přečteno
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. 5. 2026 · 10 min přečteno
Delivery strategyHandoff patterns from build teams to client operators
Operational ownership transfer should be planned as a product milestone.
29. 5. 2026 · 8 min přečteno
Delivery strategyOperating cadences for AI adoption teams
Weekly rituals convert experimentation into accountable delivery.
28. 5. 2026 · 6 min přečteno
GovernanceRelease gates for prompt and model changes
Treat prompt and model updates like code changes with explicit approvals.
27. 5. 2026 · 7 min přečteno
Platform operationsObservability signals that matter for AI systems
Focus on decision quality and escalation behavior, not token counts alone.
26. 5. 2026 · 9 min přečteno
Platform operationsModel routing policies for cost and latency control
Route tasks by complexity and risk to balance quality, latency, and budget.
25. 5. 2026 · 8 min přečteno
Process automationSLA escalation graphs for agentic automation
Model SLA risk explicitly and trigger intervention before breaches happen.
24. 5. 2026 · 8 min přečteno
Process automationTicket triage architectures for AI support teams
Classify, route, and escalate tickets with predictable queue behavior.
23. 5. 2026 · 9 min přečteno
Retrieval operationsPermission-aware citation UX patterns
Show evidence safely without leaking restricted content across teams.
22. 5. 2026 · 7 min přečteno
Retrieval operationsRetrieval freshness SLOs and alerting
Knowledge systems need freshness targets, not just index size metrics.
21. 5. 2026 · 8 min přečteno
GovernanceEvidence packets for human approval
Approval flows work when reviewers get concise context, not raw transcripts.
19. 5. 2026 · 6 min přečteno
Reasoning qualityCounterfactual test suites for reasoning workflows
Test scenario variants before launch to detect brittle reasoning logic.
17. 5. 2026 · 10 min přečteno
Agentic systemsDesigning tool contracts for reliable agent actions
Typed tool interfaces reduce hallucinated actions and make retries safe.
15. 5. 2026 · 7 min přečteno
Agentic systemsWhy agentic systems need escalation design
Autonomy without escalation policy turns small errors into operational incidents.
13. 5. 2026 · 8 min přečteno
Delivery strategyHow to scope an AI pilot that survives production
Scope the operating model early: data access, evaluation, escalation, ownership, and release controls.
11. 5. 2026 · 9 min přečteno