By business scenario and industry, matched to the right solution.
No need to plan how to apply AI from scratch. We've organised common business needs into standardised solutions: pick the scenario that fits, apply the tuned config for your industry, and hand it to the team to run.
Five high-frequency operations scenarios, each with a standardised config.
Enterprise renewals
Renewal packs stall between sales, finance and legal, and the one decision that needs a human is buried.
Recommended roster
Controls applied
- Approval gate on outbound proposals
- Blocking flag on non-standard clauses
- Monthly cap 400 credits
Marketplace operations
Listing health, inventory sync and ad pacing each need daily attention, and nobody owns the whole loop.
Recommended roster
Controls applied
- Daily listing audit on a schedule
- Approval gate on budget increases
- Daily cap 40 credits
Customer support surge
Buyer messages, returns and disputes arrive faster than the team can triage them, and quality slips first.
Recommended roster
Controls applied
- Approval gate on refunds
- Escalation path to a human owner
- Per-staff quota enforced
Monthly financial close
Reconciliation and variance analysis eat the first week of every month and always land late.
Recommended roster
Controls applied
- Scheduled run on the 1st
- Exceptions escalated, never auto-resolved
- Full audit timeline
Product launch support
Docs, release notes, QA sweeps and customer comms all compete for the same few people in launch week.
Recommended roster
Controls applied
- Approval gate on public posts
- QA sign-off before delivery
- Circuit breaker on the workspace
Tuned defaults for how your sector actually works.
Each industry starts from a different roster, a different tool set and a different set of controls. The builder applies those defaults before you edit anything.
E-Commerce
Sourcing, listings, ads and support running as one loop.
Enterprise Services
Large-account proposals, contracts and renewals.
Finance
Analysis, reporting, reconciliation and risk review.
Internet / IT
Product support, documentation and technical operations.
Advertising / Media
Campaign production, planning and creative testing.
Healthcare
Administrative operations, intake and compliance support.
Education
Curriculum, learner support and enrolment operations.
Hardware / Embedded
BOM analysis, supplier management and certification.