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By industry
AI systems, by industry.
What changes between industries is rarely the model. It is the system of record, the regulation, the shape of a request and what a wrong answer costs. These pages set out that engineering.
Appointment and intake systems for clinics.
Scope booking, rescheduling and administrative intake against your practice management system, with clinical advice, diagnosis and triage out of scope.
AI systems built on your order and catalogue data
Scope order support, catalogue retrieval and return actions against your order management system, with price, stock and policy read at answer time.
Answers tied to a student's own enrolment
Scope retrieval over course material, handbooks and policy that cites the version a cohort is governed by, with access filtered by enrolment data and enquiry handling sized against the peak weeks rather than the monthly average.
AI for lending that leaves an audit trail.
Field-level extraction from statements, payslips and identity records, with maker-checker gates on anything affecting a decision and reconciliation against your system of record.
AI systems for hotels and restaurants.
Reservation, enquiry and guest-request workflows built against the property management system, central reservation system or reservation book that already holds your inventory.
Systems for matter files, contracts and precedent.
Scope retrieval, clause extraction and drafting support over your matter files, with matter-level access, citations and version state defined before the build.
Shipment status, exceptions and proof of delivery.
Scope enquiry handling, exception routing and proof of delivery capture against your transport, warehouse and carrier systems, including how late and inconsistent status data is handled.
Equipment answers scoped to model and revision.
Retrieval over manuals, procedures and parts data tied to one asset, with work order writes, offline use and escalation on safety-critical steps.
Enquiry systems for property sales and rentals
Scope enquiry qualification, listing resolution and viewing bookings against your CRM, with availability reads, access rules and duplicate handling agreed before release.
Parsing, matching and screening for recruitment desks
Engineering for CV and specification parsing, shortlisting a hiring manager can defend, screening calls that collect declared facts, and ATS writes that do not create duplicate candidates.