Bază de cunoștințe
Referințe AI pentru producție
Note practice, checklist-uri și recomandări de implementare.
Agent authority boundary template
A practical template for defining what an agent can and cannot do.
Platform operationsAI incident postmortem structure
A postmortem structure tailored for model and workflow incidents.
AI economicsAI ROI model worksheet
Worksheet for estimating automation value from volume, cycle time, labor mix, quality lift, and operating cost.
AI economicsBenchmark instrumentation checklist
Checklist for proving production AI value through measurable throughput, quality, cost, and risk signals.
Delivery strategyClient handoff readiness scorecard
Scorecard for transitioning AI operations to client-side ownership.
Retrieval operationsContent ingestion runbook
Runbook for ingestion jobs, freshness validation, and failure recovery.
Reasoning qualityCounterfactual test design guide
How to create case variants that expose brittle reasoning patterns.
GovernanceEscalation packet reference
Recommended fields for high-signal escalation handoffs.
Platform operationsModel routing policy template
Define model selection policy by task complexity and risk class.
Delivery strategyOperating cadence checklist
Weekly and monthly rituals for keeping AI delivery accountable.
Delivery strategyProduction AI readiness checklist
Readiness checks for data, approvals, observability, and ownership.
Retrieval operationsRetrieval quality basics
Core quality dimensions for source-grounded answer systems.
Process automationSLA risk routing patterns
Patterns for routing queues based on SLA risk and business impact.
Process automationTicket queue observability metrics
Queue metrics that matter for AI-supported service operations.