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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50 of 101 playsClear filters

65-ai-training-curriculummedium
Optimize 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
66-ai-infrastructure-optimizermedium
Optimize utilization thresholds, cost anomaly sensitivity, analysis frequency, auto-scale triggers, GPU-to-CPU migration criteria
Optimize utilization thresholds, cost anomaly sensitivity, analysis frequency, auto-scale triggers, GPU-to-CPU migration criteria
primitives
10
waf
5
industry
general
- azure
67-ai-knowledge-managementlarge
Optimize capture rate from sources, dedup similarity threshold, taxonomy depth, freshness TTL, expertise scoring weights, retrieval relevance
Optimize capture rate from sources, dedup similarity threshold, taxonomy depth, freshness TTL, expertise scoring weights, retrieval relevance
primitives
10
waf
5
industry
general
- azure
68-predictive-maintenance-ailarge
Optimize RUL thresholds (urgent/planned/monitor), feature selection, model retrain frequency, alert aggregation, cost of downtime vs maintenance
Optimize RUL thresholds (urgent/planned/monitor), feature selection, model retrain frequency, alert aggregation, cost of downtime vs maintenance
primitives
10
waf
5
industry
general
- azure
69-carbon-footprint-trackermedium
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
primitives
10
waf
4
industry
data-platform
- azure
70-esg-compliance-agentmedium
Optimize evidence matching confidence, gap prioritization, assessment cadence, materiality thresholds, report quality, cost per assessment
Optimize evidence matching confidence, gap prioritization, assessment cadence, materiality thresholds, report quality, cost per assessment
primitives
10
waf
4
industry
general
- azure
71-smart-energy-grid-ailarge
Optimize forecast models, renewable curtailment thresholds, demand response timing, cost
Optimize forecast models, renewable curtailment thresholds, demand response timing, cost
primitives
10
waf
5
industry
general
- azure
79-food-safety-inspector-aimedium
Optimize critical limits, pattern detection sensitivity, alert thresholds, inspection scheduling
Optimize critical limits, pattern detection sensitivity, alert thresholds, inspection scheduling
primitives
10
waf
4
industry
general
- azure
85-policy-impact-analyzermedium
Optimize stakeholder identification, cost estimation, comment deduplication, uncertainty quantification
Optimize stakeholder identification, cost estimation, comment deduplication, uncertainty quantification
primitives
10
waf
4
industry
general
- azure
89-retail-inventory-predictormedium
Optimize safety stock levels, service level targets, forecast horizon, lead time tracking
Optimize safety stock levels, service level targets, forecast horizon, lead time tracking
primitives
10
waf
4
industry
retail
- azure
90-network-optimization-agentmedium
Optimize utilization caps, latency SLAs, maintenance thresholds, forecast accuracy, routing weights
Optimize utilization caps, latency SLAs, maintenance thresholds, forecast accuracy, routing weights
primitives
10
waf
4
industry
general
- azure
97-ai-data-marketplacemedium
Optimize quality scoring weights, search relevance, pricing strategy, synthetic data fidelity
Optimize quality scoring weights, search relevance, pricing strategy, synthetic data fidelity
primitives
10
waf
4
industry
data-platform
- azure