Points of view
Your world,
specifically.
Five industries where we hold a named point of view. Specific production workflows, not “AI for your industry” theater.
[01]
Healthcare
What’s changing
Cut administrative drag while keeping clinical, privacy, and audit constraints intact.
Where AI stalls
Pilots ignore EHR integration, operational evidence, approval paths, and the line between recommendation and action.
Workflows we target first
- Patient intake and routing
- Utilization management support
- Prior authorization support
- Scheduling exceptions and capacity coordination
- Claims anomaly detection and cost avoidance
Patterns that fit
[02]
Financial Services & Insurance
What’s changing
Faster evidence, risk review, intake, and reconciliation. Auditable at every step.
Where AI stalls
Pilots cannot show traceability, approvals, governed system access, or the path from recommendation to accountable action.
Workflows we target first
- Risk review and credit memo support
- Claims and service intake
- Evidence gathering and document review
- Reconciliation and exception handling
- Compliance workflow assistance
Patterns that fit
[03]
Transportation & Logistics
What’s changing
Faster response to exceptions, disruptions, maintenance, compliance paperwork, and service commitments.
Where AI stalls
Pilots do not connect dispatch, routing, maintenance, customer commitments, and operational evidence.
Workflows we target first
- Dispatch exceptions and route disruption handling
- Maintenance workflow coordination
- Compliance documentation support
- Customer notification and SLA follow-up
- Freight, tariff, customs, and sourcing signal review
Patterns that fit
[04]
Industrial & Field Services
What’s changing
Less friction across work orders, parts, quality evidence, safety documentation, and quote-to-package workflows.
Where AI stalls
Pilots ignore the physical world: technicians, assets, parts, proof of work, and handoffs between teams.
Workflows we target first
- Work-order triage
- Parts and service coordination
- QA evidence collection
- Safety and compliance handoffs
- Quote-to-ready-package workflows
Patterns that fit
[05]
Retail & Consumer
What’s changing
Better service, fulfillment, and exception handling. No disconnected pilots.
Where AI stalls
Pilots solve the chat. They miss inventory, returns, orders, store operations, and accountable follow-through.
Workflows we target first
- Returns and service recovery
- Order and quote follow-up
- Inventory and fulfillment exceptions
- Trend and demand signal review
- Store-support workflow assistance
Don’t see your world?
The patterns travel. If your workflow has owners, systems, controls, and stakes, we’ve probably shipped its shape before.