Industries
Built for businesses where mistakes are expensive.
We work in industries with high transaction volumes, real regulatory obligations and processes that still depend on documents and manual checks. That is where careful engineering and practical AI pay off fastest.
Fintech & payments
Payment flows, lending and wealth platforms where correctness, latency and audit trails come first.
What we build
- Payment orchestration and ledgers
- Lending and onboarding journeys
- Reconciliation and settlement
- Fraud and risk tooling
Where AI helps
- KYC document extraction and checks
- Transaction categorization and anomaly detection
- Agent-assisted dispute and chargeback handling
- Collections and support copilots
Banking & financial services
Banks, insurers and NBFCs modernizing core processes under close regulatory scrutiny.
What we build
- Digital onboarding and servicing
- Integration layers around core systems
- Regulatory reporting pipelines
- Advisor and relationship tools
Where AI helps
- Claims and application intake automation
- Policy and procedure search for staff
- Credit memo and report drafting with review
- Model governance aligned with the EU AI Act
Marketplaces & e-commerce
Two-sided platforms and retailers that live on listing quality, search and conversion.
What we build
- Monetisation and listing products
- Search and recommendation services
- Seller and buyer tooling
- Checkout and payouts
Where AI helps
- Listing quality and moderation
- Semantic search and ranking
- Seller support copilots
- Catalogue enrichment from images and text
B2B SaaS
Software companies adding AI to their products and scaling platforms for larger customers.
What we build
- Multi-tenant platform architecture
- Usage metering and billing
- Enterprise features: SSO, audit and RBAC
- Integrations and public APIs
Where AI helps
- In-product copilots and agents
- Retrieval over customer data that respects permissions
- AI feature evals and cost controls
- Customer deployments by forward-deployed engineers
Logistics & supply chain
Operators where shipments, documents and exceptions move faster than the systems built to track them.
What we build
- Shipment and order tracking platforms
- Partner and carrier integrations
- Warehouse and fleet operations tools
- Real-time operational dashboards
Where AI helps
- Bills of lading, invoices and customs documents turned into data
- Exception triage and routing
- ETA and demand forecasting
- Assistants for dispatch and operations teams
Healthcare operations
Providers and health platforms reducing administrative load while keeping patient data protected.
What we build
- Patient and provider portals
- Scheduling and referral workflows
- Interoperability with health record systems
- Claims and billing tooling
Where AI helps
- Referral and intake document processing
- Prior authorization support with human review
- Documentation summaries for administrative staff
- Operational forecasting
Working in another industry?
The engineering transfers. Tell us about your workflows and constraints and we will say plainly whether we are a fit.