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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54-ai-customer-support-v2large
Optimize 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
56-semantic-code-searchmedium
Optimize embedding model selection, boost weights (docstring vs code vs comments), query rewriting, top-k, score threshold, indexing cost
Optimize embedding model selection, boost weights (docstring vs code vs comments), query rewriting, top-k, score threshold, indexing cost
primitives
10
waf
4
industry
developer-tools
- azure
57-ai-translation-enginemedium
Optimize LLM refinement ratio, quality score thresholds, glossary coverage, batch throughput, cost per 1K words
Optimize LLM refinement ratio, quality score thresholds, glossary coverage, batch throughput, cost per 1K words
primitives
10
waf
4
industry
general
- azure
58-digital-twin-agentmedium
Optimize NL→DTDL query accuracy, predictive maintenance confidence, sensor refresh rate, telemetry archival cost, twin update throughput
Optimize NL→DTDL query accuracy, predictive maintenance confidence, sensor refresh rate, telemetry archival cost, twin update throughput
primitives
10
waf
4
industry
general
- azure
59-ai-recruiter-agentmedium
Optimize matching accuracy, reduce disparate impact, calibrate scoring weights, tune PII detection recall, minimize cost per screening
Optimize matching accuracy, reduce disparate impact, calibrate scoring weights, tune PII detection recall, minimize cost per screening
primitives
10
waf
4
industry
general
- azure
60-responsible-ai-dashboardmedium
Optimize monitoring cadence, alert thresholds, executive summary quality, report scheduling, intersectional group coverage
Optimize monitoring cadence, alert thresholds, executive summary quality, report scheduling, intersectional group coverage
primitives
10
waf
4
industry
general
- azure
63-fraud-detection-agentlarge
Optimize detection thresholds per transaction type, reduce false positives, tune velocity windows, calibrate ML model, improve graph analysis depth
Optimize detection thresholds per transaction type, reduce false positives, tune velocity windows, calibrate ML model, improve graph analysis depth
primitives
10
waf
5
industry
general
- azure
64-ai-sales-assistantmedium
Optimize scoring weights for conversion correlation, email personalization depth, talk track relevance, CRM sync frequency, cost per lead
Optimize scoring weights for conversion correlation, email personalization depth, talk track relevance, CRM sync frequency, cost per lead
primitives
10
waf
4
industry
general
- 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
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