Industry library

Start with the value chain, then choose the workflow.

The library is multi-industry by architecture and insurance-first by depth. Placeholder industries show the expansion model without overstating completeness.

IndustryStatusMaturity signalInitial workflow candidates
Insurance

Insurance is the pilot industry because AI adoption is active, workflows are document-heavy and evidence-heavy, and governance constraints make it a strong fit for first viable workflow discovery.

pilotCommercial and P&C workflows show strong fit for source-backed value leakage hypotheses, especially where evidence assembly and human authority intersect.Underwriting referral / risk packet assembly, Claims exception handling / evidence packet assembly, Broker servicing exception, Complaint handling / regulatory evidence
Banking

Placeholder industry for complaints, payment incidents, operational resilience, KYC/AML, fraud, and credit exceptions.

placeholderSource-backed banking workflow library is planned after the insurance pilot.Customer complaint resolution, Payment incident response, Operational resilience evidence, KYC / AML case review
Healthcare

Healthcare is treated through a payer-provider administrative lens first, not as one broad industry. The initial focus is evidence-heavy workflows where AI can reduce operational drag without owning clinical, coverage, credentialing, or network decisions.

activePrior authorization and provider lifecycle management are strong first healthcare candidates because they cross payer-provider operations, rely on fragmented evidence, have visible regulatory or quality pressure, and leave clear human authority boundaries.Prior authorization packet / response workflow, Provider lifecycle evidence management, Appeals and grievances, Revenue cycle exception
Manufacturing

Placeholder industry for supplier, quality, maintenance, production, warranty, and field service exceptions.

placeholderSource-backed manufacturing workflow library is planned.Supplier exception, Quality event / nonconformance, Maintenance incident, Production delay
Public Sector

Placeholder industry for citizen services, eligibility, permitting, compliance evidence, and inspection follow-up.

placeholderSource-backed public sector workflow library is planned.Citizen service casework, Benefit eligibility review, Permitting exception, Compliance evidence assembly
Retail / CPG

Placeholder industry for planning, store operations, customer service, supplier delays, promotions, and product quality complaints.

placeholderSource-backed retail and CPG workflow library is planned.Demand planning exception, Store operations issue, Customer service escalation, Supplier delay