# Platform Optimization v1 - Goal 5 Summary\n\n**Current KPIs (Post Goals 1-4 fixes)**: 791 failed / 141 completed (~85% fail rate), 833 proposed. Recent 7d same. Total tasks: 1845 (since Jan 2026).\n\n**Root Cause**: 'No available distributed workers' (637/792 fails, 80%). All fails company_id=4 (Better AI). Gateway unhealthy: 15 restarts today.\n\n**Progress**: Baseline 88% → still 85% (worker shortage bottleneck).\n\n**Actions Executed**:\n- Queried ai_tasks: status/company breakdown.\n- Consulted ai-ml-operations, devops-engineer, automation → detailed fix plans (scaling, circuit breakers, auto-retry swarm YAML).\n- Delegated critical tasks: Swarm launch (saas-ops), Inference fix (engineering).\n\n**Swarm Plan**: 5-agent hourly monitor + auto-retry <10% fails.\n\n**Projections**: With worker scale + throttling: <10% 24h, <5% weekly. Monitor via Grafana alerts.\n\n**Highest ROI**: Fix inference core (scale workers/gateway).