Claims Intake
First-notice documents enter through an inspected pathway with agent identity bound to the intake role.
Arc / Industries
Infrastructure for high-consequence AI.
Insurance is our initial specialized architecture. Financial services, healthcare, legal and enterprise operations follow the same control model with sector-specific boundaries.
01
Featured Industry Architecture
Hardened for high-consequence workflows.
Claims environments are becoming increasingly autonomous. Documents are ingested, classified, interpreted, routed, and acted upon by AI systems.
Arc Intelligence provides the control architecture required to operate those workflows with defined boundaries, continuous monitoring, and human intervention.
Document Triage
Classification and routing operate inside policy boundaries, with injection indicators raised for review.
Settlement Support
High-value actions pass through approval gates rather than executing autonomously.
Fraud Signals
Anomalous patterns are surfaced as operational events with structured context for analysts.
Exception Handling
Anything outside the boundary is contained, routed and resolved by the Agent Operations Center.
Initial specialization
Insurance is where our architecture is deepest. Other sectors are supported through the same control model.
02
Expansion Architecture
The same control model, sector-specific boundaries.
These are architecture frameworks, not completed vertical deployments. Each requires an assessment of your systems, data pathways and regulatory environment.
Financial Services
Agents operating across transactions, onboarding and reporting inherit reach into regulated systems. Boundaries must be enforced at the action, not described in a policy.
- Transaction-value approval gates
- Customer data boundary enforcement
- Model interaction logging for governance review
- Segregation between advisory and execution paths
- Exception routing to human operators
Healthcare
Clinical and administrative workflows carry protected health information. Inspection and sanitization occur before data crosses any external boundary.
- PHI detection and sanitization
- External model transmission controls
- Role-scoped record access
- Human review of sensitive determinations
- Structured records for internal governance
Legal
Document-heavy workflows are the natural target for indirect prompt injection. Inspection of inbound content is the primary control.
- Inbound document inspection
- Privilege and confidentiality boundaries
- Matter-scoped agent identity
- Injection indicator escalation
- Retention and handling controls
Enterprise Operations
Cross-functional copilots accumulate access quietly. The control layer re-establishes least privilege across the agent estate.
- Agent inventory and access mapping
- Least-privilege enforcement
- Tool and API permission gates
- Operational telemetry across environments
- Continuous boundary validation
Industry content on this page describes target architectures and solution frameworks. It does not represent completed deployments, client engagements, or sector certifications. Applicable controls are determined during the AI Workforce Risk & Readiness Assessment.
Next Step