Play Browser · 101 plays
Solution plays
Production-grade FAI Protocol plays. Each ships with a manifest, infrastructure code, primitives, and an evaluation suite. All MIT.
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- 05-it-ticket-resolutionsmallOptimize routing rules, confidence thresholds, model selection, KB retrieval quality
Optimize routing rules, confidence thresholds, model selection, KB retrieval quality
- primitives
- 10
- waf
- 3
- industry
- customer-support
- azure
- 10-content-moderationsmallOptimize category thresholds, reduce false positives, custom blocklist management, latency
Optimize category thresholds, reduce false positives, custom blocklist management, latency
- primitives
- 10
- waf
- 3
- industry
- media
- azure
- 30-ai-security-hardeningmediumOptimize detection patterns, reduce false positives on legitimate requests, tune sensitivity thresholds
Optimize detection patterns, reduce false positives on legitimate requests, tune sensitivity thresholds
- primitives
- 10
- waf
- 4
- industry
- security
- azure
- 43-ai-video-generationmediumOptimize quality/cost trade-off, resolution presets, batch queue throughput, preview workflow, frame sampling rate
Optimize quality/cost trade-off, resolution presets, batch queue throughput, preview workflow, frame sampling rate
- primitives
- 10
- waf
- 4
- industry
- media
- azure
- 54-ai-customer-support-v2largeOptimize intent classification accuracy, reduce unnecessary escalations, improve CSAT scores, tune sentiment thresholds, minimize cost per resolution
Optimize intent classification accuracy, reduce unnecessary escalations, improve CSAT scores, tune sentiment thresholds, minimize cost per resolution
- primitives
- 10
- waf
- 5
- industry
- customer-support
- azure
- 61-content-moderation-v2mediumOptimize per-category severity thresholds, reduce false positives, tune custom blocklists, improve review queue throughput, minimize latency
Optimize per-category severity thresholds, reduce false positives, tune custom blocklists, improve review queue throughput, minimize latency
- primitives
- 10
- waf
- 4
- industry
- media
- azure
- 62-federated-learning-pipelinelargeOptimize convergence speed, client selection strategy, DP epsilon/utility trade-off, aggregation weights, round count, learning rate schedule
Optimize convergence speed, client selection strategy, DP epsilon/utility trade-off, aggregation weights, round count, learning rate schedule
- primitives
- 10
- waf
- 5
- industry
- education
- azure
- 65-ai-training-curriculummediumOptimize learning path effectiveness, completion rates, assessment difficulty calibration, content freshness, cost per learner
Optimize learning path effectiveness, completion rates, assessment difficulty calibration, content freshness, cost per learner
- primitives
- 10
- waf
- 4
- industry
- media
- azure
- 76-accessibility-learning-agentmediumOptimize check accuracy, prioritize high-impact fixes, tune alt-text quality, reduce false positives
Optimize check accuracy, prioritize high-impact fixes, tune alt-text quality, reduce false positives
- primitives
- 10
- waf
- 4
- industry
- education
- azure
- 82-construction-safety-aimediumOptimize detection confidence, alert thresholds, zone configuration, incident prediction sensitivity
Optimize detection confidence, alert thresholds, zone configuration, incident prediction sensitivity
- primitives
- 10
- waf
- 4
- industry
- security
- azure
- 84-citizen-services-chatbotmediumOptimize response accuracy, reading level, language coverage, resolution rate, escalation rules
Optimize response accuracy, reading level, language coverage, resolution rate, escalation rules
- primitives
- 10
- waf
- 4
- industry
- customer-support
- azure
- 91-customer-churn-predictormediumOptimize risk thresholds, feature selection, retention ROI, segment-specific actions
Optimize risk thresholds, feature selection, retention ROI, segment-specific actions
- primitives
- 10
- waf
- 4
- industry
- customer-support
- azure