Supporting page

Use Cases

API is most useful when it clarifies where autonomy is real and where it is cosmetic. Below are common applications.

Operations

• Ticket triage and routing
• Incident response runbooks
• Vendor onboarding and compliance checks

Data & Analytics

• Scheduled data quality remediation
• Automated report generation with validation
• Pipeline recovery and backfill orchestration

Security

• Alert enrichment and containment actions with approval gates
• Policy compliance checks and remediation proposals
• Continuous controls monitoring

Finance & Administration

• Invoice intake and matching
• Expense auditing and anomaly review
• Contract clause extraction and risk flagging

How to interpret results

• Use API to identify the handoff points that limit autonomy.
• Prioritize improvements in verification and exception handling before expanding execution power.
• Expect different API levels for different subprocesses within the same workflow.