Blog
Notas de implementação de IA
Learn Baciu.com reúne conteúdo prático sobre agentes, raciocínio, recuperação de conhecimento, automação e operação segura de sistemas de 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 minutos de leitura
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 minutos de leitura
Delivery strategyHandoff patterns from build teams to client operators
Operational ownership transfer should be planned as a product milestone.
29/05/2026 · 8 minutos de leitura
Delivery strategyOperating cadences for AI adoption teams
Weekly rituals convert experimentation into accountable delivery.
28/05/2026 · 6 minutos de leitura
GovernanceRelease gates for prompt and model changes
Treat prompt and model updates like code changes with explicit approvals.
27/05/2026 · 7 minutos de leitura
Platform operationsObservability signals that matter for AI systems
Focus on decision quality and escalation behavior, not token counts alone.
26/05/2026 · 9 minutos de leitura
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 minutos de leitura
Process automationSLA escalation graphs for agentic automation
Model SLA risk explicitly and trigger intervention before breaches happen.
24/05/2026 · 8 minutos de leitura
Process automationTicket triage architectures for AI support teams
Classify, route, and escalate tickets with predictable queue behavior.
23/05/2026 · 9 minutos de leitura
Retrieval operationsPermission-aware citation UX patterns
Show evidence safely without leaking restricted content across teams.
22/05/2026 · 7 minutos de leitura
Retrieval operationsRetrieval freshness SLOs and alerting
Knowledge systems need freshness targets, not just index size metrics.
21/05/2026 · 8 minutos de leitura
GovernanceEvidence packets for human approval
Approval flows work when reviewers get concise context, not raw transcripts.
19/05/2026 · 6 minutos de leitura
Reasoning qualityCounterfactual test suites for reasoning workflows
Test scenario variants before launch to detect brittle reasoning logic.
17/05/2026 · 10 minutos de leitura
Agentic systemsDesigning tool contracts for reliable agent actions
Typed tool interfaces reduce hallucinated actions and make retries safe.
15/05/2026 · 7 minutos de leitura
Agentic systemsWhy agentic systems need escalation design
Autonomy without escalation policy turns small errors into operational incidents.
13/05/2026 · 8 minutos de leitura
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 minutos de leitura