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Industries

Built for industries where the work is hard.

We work in sectors with heavy regulation, large volumes and old systems, where deployment has to be careful and agents create the most value. Choose an industry to see the workflows we deploy there, our results so far and why clients pick us.

A nurse, a data analyst and a doctor talking in a bright hospital corridor

Healthcare & life sciences

Transform care delivery and patient outcomes.

AI that clinicians and administrators can trust with patient service, claims and clinical data, under HIPAA-ready governance.

Patient service across phone, chat and emailHospital command centre and inpatient flowVoice of the patient
A relationship manager laughing with a client and a colleague in a bank lounge

Banking & insurance

Lower risk, faster service, higher margins.

Service, compliance and credit workflows that run end to end on your core systems, with every decision traceable for regulators.

Customer service and sales agentsRegulatory compliance checksProduct knowledge for service and product teams
Four network engineers talking between the racks of a telecom equipment room

Telecommunications

Networks and customer care that run themselves.

Care, network and billing workflows automated end to end at carrier scale, on the infrastructure you already run.

Incident triage and auto-resolutionNetwork lifecycle and fault analysisQuality audit of every customer call
An operations manager, an engineer and a station supervisor walking along a metro platform at sunrise

Transport & logistics

Move more people and freight with the same assets.

Agents and forecasts that take on the work from onboarding new staff to posting invoices, across land, air and sea.

Agentic accounts payableWorkforce onboarding and identity checksDemand and capacity forecasting
Two engineers walking along the rows of a solar park at golden hour

Energy, utilities & manufacturing

Fewer outages, lower maintenance costs.

Predictive models that keep plants and assets running, and agents that answer employees in minutes, across energy, utilities and manufacturing.

Predictive maintenanceRisk modellingField support with conversational AI
A public service officer helping two citizens at a service counter

eGovernment & smart cities

Public services that are faster and fairer.

City and health data platforms, open-source intelligence and citizen services, built for transparency and data sovereignty.

Open-source intelligence and public discourseHealth and city data platformsVideo analytics for safer cities
A store manager and an analyst checking stocked shelves in a bright supermarket

Retail & CPG

A 360-degree view of the consumer.

AI that helps shoppers find products, forecasts demand and handles customer service, online and in store.

Product search and recommendationsDemand forecasting and promotion modellingPricing optimisation
Three colleagues talking around a meeting table in an office with tall windows

Nonprofit & professional services

More impact per dollar.

Donor and volunteer engagement, programme impact and accreditation workflows, with the same rigour we bring to banks.

Donor and volunteer engagementProgramme impact measurementOperations and financial sustainability

Talk to a team that has done this in your sector.

A strategist and an engineer will look at how the work runs today and tell you plainly what kind of AI fits, what it takes and what it will return.

Talk to usCheck a workflow first