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A narrow scorecard turns an agent pilot into a production decision
Focus: Agents for Everyone
Date: October 15, 2026
Topics: Production readiness, Agent scorecards, Phased rollout
Evidence: Publisher Authored
Availability: Available
Summary: Google Cloud Consulting recommends defining production stages before coding, limiting initial agents to one or two high-value actions and replacing vague helpfulness goals with measurable task completion, error and latency thresholds. The guidance also allocates time for user acceptance testing, phases sensitive actions behind review and monitors cost, drift, infrastructure health and fallback behavior.
Why it matters: Write the production scorecard before the pilot. Include task success, hallucination, latency, cost, escalation and rollback thresholds; reserve employee time for edge cases; and expose only one routine action until user acceptance and operational monitoring meet the agreed limits.
Source: Five lessons from Google Cloud Consulting for moving agents into production