Manufacturing & industrial
Reduce coordination lag across plants, suppliers, and quality exceptions.
- —Supplier email intake into structured exception tickets
- —Quality deviation briefing agents for plant ops
- —Spare-parts and order-status consolidation across ERPs
Financial services
Automate high-volume finance workflows with controls and audit trails.
- —Invoice exception classification and controller packets
- —KYC / onboarding checklist assistants
- —Policy Q&A agents for operations and compliance staff
SaaS & technology
Scale support and customer operations across markets without linear headcount.
- —Multilingual support triage and draft responses
- —Onboarding and success workflow copilots
- —Knowledge-base and release-note drafting agents
Logistics & supply chain
Keep shipments, partners, and planners aligned when exceptions spike.
- —Shipment exception briefing and routing agents
- —Carrier and partner email → structured tickets
- —Capacity and delay research assistants for planners
Retail & e-commerce
Speed catalog, merchandising, and customer operations across storefronts.
- —Catalog enrichment and attribute normalisation
- —Returns intake summarisation for service teams
- —Supplier follow-up and listing completeness agents
Professional services
Accelerate research, proposals, and delivery admin for client-facing teams.
- —Client and market briefing agents before workshops
- —Proposal draft assembly from approved prior work
- —Delivery status and timesheet consolidation
