One governed layer. Choose where to start.
The same governance, context engineering, and no-code authoring apply whether you’re refunding an order, screening a candidate, or answering a reporting question. Pick the entry point that matches you — the difference lives in your adapter and your tool definitions, not in the platform core.
Start from the job to be done
Customer support, back-office operations, employee helpdesk, reporting, and revenue ops — the same governed layer, framed by the work.
Explore use cases →
By industryStart from your sector
Healthcare, retail, e-commerce, financial services, logistics, HR, and more — see the governed layer in the language of your industry.
Explore industries →
FlagshipThe governed reporting & analytics team
A multi-agent team that turns plain-language questions into governed tables and diagrams — with provenance and no dashboards to build.
See the reporting team →
The core holds zero application-specific code.
Because the platform is the brain and your application is the body, the same governance, context, and authoring apply across every use case and industry below. Nothing about a refund, a prior-auth draft, or a reporting question is special-cased in the core.
Every side-effecting action — in any of these solutions — passes the same governance gate: permission ∩ policy ∩ approval ∩ audit, fail-closed, even across the language boundary.
Agents pull data only through approved tools; the model works from minimized references, and every output carries provenance.
Low-risk reads run automatically; risky writes pause for approval; destructive actions are hard-blocked.
New agents and declarative skills are data — built in a console, discovered and loaded on demand, not shipped in a release.
The platform issues no identities; your token and five-method adapter are the source of truth for every solution.
Governed AI, framed by the job.
Five cross-industry jobs the layer does today. See all use cases →
Governed reporting & analytics team
A multi-agent team — one coordinator plus permission-scoped specialists — that turns plain-language questions into governed tables and diagrams, with provenance on every answer and no dashboards to build.
Use case · SupportCustomer support agent
An assistant that reads the current ticket, answers low-risk questions instantly, and pauses for approval before anything that touches a customer’s account.
Use case · Back officeMerchant & back-office agent
Agents plan the steps, gather context through approved tools, draft records, and wait for a human before anything sensitive — with a full audit trail. Same adapter as the storefront, elevated only because the user’s permissions allow it.
Use case · Internal opsEmployee helpdesk agent
An assistant inside your internal portal that answers policy and account questions from the employee’s own scope, and routes privileged actions like an access reset through approval — opening a ticket only when needed.
Use case · Sales & revenue opsOperations copilot
A copilot that assembles context across records — even across multiple host apps — and stages sensitive actions for a human to approve, inside the CRM or internal tools your team already uses.
Governed AI, in the language of your sector.
Ten industries, one adapter model. See all industries →
Healthcare & health-tech
Embed agents that respect who can see and do what, ask for approval before sensitive actions, and record every decision — while the model works from minimized references, not raw records.
Industry · RetailRetail
One governed assistant reads what’s on screen, answers instantly for low-risk reads, and pauses for a human before anything that touches money or inventory — across kiosks, drive-through voice, and the back office.
Industry · E-commerceE-commerce
A single adapter serves both shoppers and merchants. Persona is just the user’s role and permissions — so a customer can track an order while only staff can issue a refund or adjust stock.
Industry · Financial servicesFinancial services & fintech
Every action is the intersection of what the user, the agent, and org policy permit — fail-closed, approval-gated for anything risky, and recorded to an append-only audit.
Industry · LogisticsLogistics & supply chain
Agents surface what’s at risk, weigh the options, and route reroutes, reschedules, and discrepancy notes through approval — with a full audit trail.
Industry · HR & workforceHR & workforce
From self-serve policy answers to people analytics, agents read only what the user is allowed to see, keep humans in the loop on decisions, and expose aggregates without leaking individual rows.
Industry · Field serviceField service & facilities
Agents triage overdue jobs, compare candidate technicians, and let field techs log work by voice — with assignments and close-outs gated behind an explicit yes.
Industry · HospitalityHospitality & food service
Agents read reservations, weigh seating options, and set up guest requests — routing every billable change through its own approval and audit.
Industry · SaaS & ISVSaaS & software vendors
Embed one web component, implement a five-method adapter, and your users get AI that respects your permissions and logs every action. For ABP.io / ASP.NET Zero apps, the adapter is a thin layer over what you already ship.
Industry · Professional servicesProfessional services & internal ops
Agents summarize and flag documents in scope, run self-serve IT and helpdesk actions under approval, and stitch a single view across multiple systems — all boundary-enforced and audited.
See the governed layer applied to your work.
Book a demo and we’ll walk your team through the governance model, the two-seam integration, and a use case close to your industry.