Industry Applications
AI Agents Engineered Around How Your Industry Works
The workflows, systems, regulations, and customer expectations of your industry shape what an AI agent should do — and what it should never do alone. Explore how we design agent systems for twenty industries, each grounded in the day-to-day work the industry actually runs on.
01
Commerce & Customer Experience
Where Customer Conversations Become Completed Work
High enquiry volume, fast response expectations, and systems that rarely talk to each other. These agents turn conversations into qualified, recorded, scheduled outcomes.
Real Estate
Engineer intelligent property experiences that qualify enquiries, match requirements, coordinate viewings, organize documents, and support property operations — across the systems your brokers, property managers, and leasing teams already use.
Property Matching Agent · Enquiry Qualification Agent · Viewing Coordination Agent
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Retail & E-commerce
We design agents that help customers discover the right products, resolve order questions, coordinate returns, and monitor inventory — each one connected to your commerce and fulfilment systems, and each one operating inside permissions your team defines.
Product Discovery Agent · Shopping Assistant · Order Support Agent
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Restaurants & Hospitality
We engineer agents for reservations, ordering, guest services, menu and dietary guidance, operational coordination, and structured follow-up — connected to the POS, reservation, and property systems your teams already run, with human approval exactly where your policies put it.
Reservation Agent · Menu and Ordering Agent · Guest Services Agent
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Travel & Tourism
We build agents that assemble itineraries, support reservations, communicate changes, coordinate guest requests, and keep travellers informed — connected to the booking, CRM, and messaging systems you already run.
Travel Planning Agent · Booking Support Agent · Disruption Coordination Agent
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02
Professional & Regulated Services
Careful Automation for High-Stakes Work
Law, healthcare, finance, insurance, and hiring run on judgment and accountability. These agents prepare, organize, and draft — and leave decisions with licensed professionals.
Healthcare
Build agents that support scheduling, intake, documentation, approved patient information, administrative coordination, and post-visit workflows — while diagnosis, treatment, and every clinical judgment stay with qualified professionals.
Patient Scheduling Agent · Patient Intake Agent · Clinic Information Agent
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Financial Services
We engineer permission-aware agents for client onboarding, service operations, document review, reporting, reconciliation support, and controlled financial workflows.
Client Onboarding Agent · Account Service Agent · Document Review Agent
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Insurance
We build agents that explain approved policy information, structure claim intake, organize evidence, and coordinate renewals — and route every complex decision to the specialist authorized to make it, with the audit trail to prove it.
Policy Information Agent · Claims Intake Agent · Evidence Classification Agent
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Legal Services
We engineer agents that organize legal intake, surface relevant knowledge, extract contract obligations, coordinate matter files, and prepare every piece of work for qualified legal review.
Matter Intake Agent · Contract Analysis Assistant · Legal Research Assistant
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Recruitment & HR
Build agents for candidate coordination, onboarding, employee services, policy knowledge, training, and administrative workflows — engineered so that recruiters, managers, and HR partners keep ownership of every employment decision.
Candidate Coordination Agent · Interview Scheduling Agent · Employee Onboarding Agent
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Professional Services
We engineer agents that structure client intake, prepare proposals from firm precedent, organize research, capture meeting outcomes, coordinate projects, and make institutional knowledge easier to use — with professional review wherever work faces the client.
Client Intake Agent · Proposal Preparation Agent · Research Agent
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03
Physical Operations & Infrastructure
Coordination Across Physical Operations
Fleets, sites, production lines, and grids generate a constant stream of exceptions. These agents watch the systems of record and coordinate the follow-up work.
Logistics
Create agents that monitor shipments, coordinate dispatch, prepare customs information, manage exceptions, and connect customers with live operational context — built with the permissions, audit trails, and approval points a real operation requires.
Shipment Visibility Agent · Dispatch Coordination Agent · Route Planning Assistant
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Manufacturing
We engineer agents that connect technical knowledge, production data, quality workflows, maintenance history, and supplier coordination across manufacturing operations — with your planners, engineers, and supervisors holding approval at every consequential step.
Maintenance Intelligence Agent · Quality Review Agent · Production Planning Assistant
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Construction
Build agents that organize project documents, structure site reporting, review tender requirements, track approvals, and coordinate information across office and field teams — with document control discipline and human sign-off built in.
Project Document Agent · Site Reporting Agent · Tender Analysis Agent
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Automotive
We engineer agents for vehicle discovery, service intake, maintenance coordination, parts information, fleet operations, and owner support — connected to the systems your dealership or fleet already runs, with technicians and advisors holding every decision that matters.
Vehicle Discovery Agent · Service Booking Agent · Diagnostic Intake Agent
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Energy & Utilities
We engineer agents that support customer service, asset maintenance, field coordination, outage communication, consumption analysis, and regulated reporting workflows — with human review, permissions, and audit trails designed in from the first integration.
Customer Account Agent · Outage Information Agent · Field Service Agent
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04
Technology, Media & Knowledge
Leverage for Knowledge-Driven Teams
When the product is software, content, or expertise, the bottleneck is rarely ideas — it is throughput. These agents absorb the repetitive layer so teams ship more of what matters.
Telecommunications
Create agents that troubleshoot routine issues, explain account context, coordinate technician visits, classify network incidents, and support service operations — grounded in your OSS/BSS stack, with human approval at every consequential step.
Technical Support Agent · Account Service Agent · Network Incident Agent
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SaaS & Technology
We build agents that support users, guide onboarding, investigate technical issues, organize product feedback, keep documentation current, and connect product operations with your engineering systems — under permissions and review your team controls.
Product Support Agent · User Onboarding Agent · Technical Documentation Agent
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Media & Entertainment
Create agents that organize media libraries, support production workflows, structure content research, assist audience service, and coordinate rights-aware publishing operations.
Media Library Agent · Production Coordination Agent · Content Research Agent
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05
Public & Institutional Services
Accountable Systems for Public Service
Education and government carry obligations most businesses never face. These agents are built transparency-first, with human review wherever outcomes affect people’s rights or records.
Education
We engineer agents for admissions, student services, learning support, course guidance, administration, and institutional knowledge — built so academic decisions stay where they belong: with educators.
Admissions Agent · Student Services Agent · Learning Support Agent
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Government
We engineer agents that guide citizens to the right service, structure applications before they reach a caseworker, organize case information across departments, support public employees with citable answers, and widen access to approved public information — with permissions, review, and audit trails designed in from the start.
Citizen Information Agent · Application Guidance Agent · Permit Intake Agent
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Your Workflow Does Not Need to Fit a Template
If your industry is not listed — or your workflow cuts across several — that is normal. Every engagement starts from how your operation actually runs, not from a category page. Tell us what the work looks like and we will map where agents genuinely help.