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Prometa.ai
AI workspace
Governed AI operating workspaceCapability catalog, execution surfaces, and governed evaluation
OverviewAgentsWorkflowsRunTestingAlertsIntegrationsGovernanceInvestment

Library module

Use-case library

Use-case discovery mapped to agents, workflows, maturity requirements, and gated operating context.

Use-cases12
Industries4
StateLive
Capability mappingIndustry fitGated detail
Primary outcomes
  • Problem framing
  • Capability fit
  • Commercial qualification
Open demosStart discovery
Workspace model

The same product can run as Prometa’s external capability workspace or as a customer’s internal AI operating system.

Use-case library

Business use-cases stay linked to agents, workflows, maturity, and operating context.

Metadata, maturity requirements, integrations, and operating impact are visible. Delivery-specific logic, prompt design, and production implementation details remain intentionally hidden.

GET /usecases?industry=GET /usecases/:idusecase_capability_map
RetailRevenue growth

Retail basket growth

Increase conversion and basket value through governed recommendation orchestration.

Operational commerce data and offer constraints available.

2 mapped capabilities

InsuranceCycle time

Claims triage acceleration

Shorten first-touch decision time and reduce manual routing overhead.

Document intake and case-routing systems already in use.

1 mapped capabilities

Financial ServicesRisk operations

Fraud review efficiency

Prioritize investigation queues and improve analyst throughput.

Case management and fraud event capture in place.

1 mapped capabilities

recommendation/personalizationNDA Signed

Recommendation Intelligence

Curate next-best-product decisions across digital and assisted channels.

Revenue LiftConversionBasket Size
Open controlled detail
forecastingVerified Prospect

Promotion Demand Forecasting

Estimate promotion and assortment impact with scenario-driven forecasts.

Inventory EfficiencyMarginPlanning Accuracy
Open controlled detail
agentic workflow automationVerified Prospect

Store Operations Copilot

Coordinate tasking, issue triage, and escalation for frontline store operations.

Execution SpeedLabor EfficiencySLA Adherence
Open controlled detail
document intelligenceNDA Signed

Financial Document Intelligence

Extract, classify, and route high-volume financial documents with review controls.

Cycle TimeAccuracyCompliance
Open controlled detail
anomaly/fraud/riskVerified Prospect

Fraud Signal Prioritization

Rank fraud investigation queues with signal fusion and reviewer guidance.

Investigator ProductivityLoss AvoidanceFalse Positive Reduction
Open controlled detail
customer intelligenceVerified Prospect

RM Next-Best Conversation

Support relationship managers with timely, governed client opportunity prompts.

Cross-SellAdvisor EfficiencyClient Retention
Open controlled detail
operations optimizationNDA Signed

Claims Triage Intelligence

Route claims into priority paths with policy, severity, and document context.

Cycle TimeCustomer ExperienceLoss Control
Open controlled detail
document intelligenceVerified Prospect

Underwriting Submission Copilot

Summarize submissions, missing items, and risk cues for underwriters.

Underwriter ProductivityTurnaround TimeConsistency
Open controlled detail
anomaly/fraud/riskVerified Prospect

Fraud Review Orchestrator

Coordinate fraud referral, evidence assembly, and review workflows.

Investigation SpeedCase QualityControl Adherence
Open controlled detail
recommendation/personalizationNDA Signed

Retention Intervention Engine

Surface proactive save actions using usage, complaint, and segment signals.

Churn ReductionOffer EfficiencyAgent Productivity
Open controlled detail
operations optimizationVerified Prospect

Network Incident Briefing

Convert noisy operational events into executive-ready incident summaries and task flows.

MTTRCoordinationExecutive Visibility
Open controlled detail
agentic workflow automationVerified Prospect

Field Service Dispatch Copilot

Recommend dispatch priority and crew actions for field service interruptions.

Dispatch EfficiencySLA PerformanceCrew Utilization
Open controlled detail