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CAMS Use Cases

Real enterprise AI agent deployments across regulated and complex industries, built on CAMS.

Financial Services (BFSI)​

Fraud Detection & AML Scoring​

Real-time transaction analysis with explainable risk scoring. Tier-1 banking deployment across 18 EU jurisdictions.

  • Agents analyse transaction patterns and flag anomalous activity in real time
  • Explainable scoring satisfies regulatory audit requirements
  • Deployed with full LLM audit log in Control Tower for compliance teams

Outcome: 3 weeks from zero to production deployment

Healthcare​

Clinical Trial Operations Intelligence​

Trial protocol monitoring, deviation detection, and regulatory submission preparation — aligned to HIPAA and 21 CFR Part 11.

  • Multi-agent pipeline: protocol review agent + deviation detection agent + submission prep agent
  • Guardrail policies enforce PII redaction and compliance policies on every agent interaction
  • Full audit trail satisfies FDA electronic records requirements

Outcome: 38% faster trial cycle

Insurance​

Claims Triage & Underwriting​

Multi-modal claims processing covering documents, images, and voice inputs. Decision auditability built into Control Tower.

  • Claims triage agent triages inbound claims and routes to appropriate underwriting workflow
  • MAO orchestrates sequential pipeline: ingestion → analysis → decision → escalation
  • Every decision logged with full reasoning trace for compliance review

Outcome: 62% straight-through processing (STP) rate

Telecommunications​

Network Ops & Subscriber Analytics​

Anomaly detection across access and core network, with subscriber churn prediction integrated with CRM agents.

  • Network ops agent monitors telemetry in real time and surfaces anomalies
  • Churn prediction agent runs in parallel, passing high-risk subscribers to CRM workflow
  • 24/7 automated operations with on-call escalation via guardrail alerting

Outcome: 24/7 live operations coverage

Public Sector​

Compliance & Audit Automation​

Continuous monitoring across vendor, supplier, and procurement workflows. Air-gapped CAMS deployment available for classified environments.

  • Compliance agents monitor procurement workflows against policy frameworks
  • Supplier risk assessment agents flag deviations and generate audit evidence
  • Air-gapped deployment support ensures data sovereignty requirements are met

Outcome: 100% audit trail coverage across monitored workflows

Retail​

Demand Intelligence & Loss Prevention​

SKU-level demand sensing, dynamic pricing recommendations, and store-level loss-prevention agents running continuously.

  • Demand intelligence agent processes POS and supply data to generate SKU-level forecasts
  • Pricing recommendation agent runs pricing models and routes to approval workflow
  • Loss prevention agent analyses store event data and raises alerts

Outcome: 17% margin lift

Common Patterns Across Use Cases​

PatternDescription
Multi-agent pipelineOrchestrate specialist agents in sequence — intake, analysis, decision, action — using MAO
Governance-first deploymentGuardrail policies and LLM audit logs are configured before production promotion, not after
Hybrid agent architectureCombine CAMS-native agents with agents already running on Azure, AWS, or GCP via A2A protocol
Multi-environment promotionDev → QA → Production promotion workflow in Agent Registry ensures consistent governance across environments

Ready to explore the platform? See Getting Started or contact your Covasant representative to discuss your use case.