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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39 of 101 playsClear filters

80-biodiversity-monitormedium
Optimize classifier thresholds, camera trap filtering, bioacoustic sensitivity, occupancy model parameters
Optimize classifier thresholds, camera trap filtering, bioacoustic sensitivity, occupancy model parameters
primitives
10
waf
4
industry
general
- azure
82-construction-safety-aimedium
Optimize 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
83-building-energy-optimizermedium
Optimize setpoint ranges, occupancy thresholds, comfort vs savings trade-off, fault sensitivity
Optimize setpoint ranges, occupancy thresholds, comfort vs savings trade-off, fault sensitivity
primitives
10
waf
4
industry
general
- azure
84-citizen-services-chatbotmedium
Optimize 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
86-public-safety-analyticsmedium
Optimize resource allocation, response time targets, bias thresholds, temporal pattern sensitivity
Optimize resource allocation, response time targets, bias thresholds, temporal pattern sensitivity
primitives
10
waf
4
industry
data-platform
- azure
87-dynamic-pricing-enginemedium
Optimize elasticity coefficients, change limits, revenue vs margin trade-off, surge pricing caps
Optimize elasticity coefficients, change limits, revenue vs margin trade-off, surge pricing caps
primitives
10
waf
4
industry
general
- azure
88-visual-product-searchmedium
Optimize embeddings, similarity thresholds, reranking weights, catalog indexing frequency
Optimize embeddings, similarity thresholds, reranking weights, catalog indexing frequency
primitives
10
waf
4
industry
retail
- 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
91-customer-churn-predictormedium
Optimize 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
92-telecom-fraud-shieldmedium
Optimize fraud thresholds, velocity limits, IRSF range updates, anomaly sensitivity, false positive reduction
Optimize fraud thresholds, velocity limits, IRSF range updates, anomaly sensitivity, false positive reduction
primitives
10
waf
4
industry
general
- azure
93-continual-learning-agentmedium
Optimize memory retention TTL, distillation thresholds, reflection frequency, retrieval relevance
Optimize memory retention TTL, distillation thresholds, reflection frequency, retrieval relevance
primitives
10
waf
4
industry
education
- azure