Sectors
Six sectors where the domain knowledge is already paid for.
In these six we already know the regulations, the file formats and the failure modes, so discovery starts further along and you spend less of the budget explaining your own industry. We take work outside them too — the engineering problems rhyme more often than the sectors do.
Industry
Retail & consumer
01 / 6Demand and replenishment, pricing, store operations, loyalty data and the reconciliation between point-of-sale, ERP and marketplace channels that nobody wants to own.
What we typically build
- Hierarchical demand forecasting with promotion and festival effects
- Replenishment workflows with buyer override and reason capture
- Marketplace and channel reconciliation
- Store operations apps built for intermittent connectivity
- Customer data unification across POS, e-commerce and loyalty
- E-commerce, delivery and rider apps built for real addresses and real networks
- Loyalty campaign management and recommendation engines
Case studies
Industry
Healthcare & medical devices
02 / 6Device software, clinical data pipelines, integration over HL7 and FHIR, and the audit evidence that has to exist before anyone asks for it.
What we typically build
- On-device update, patch and rollback systems for regulated hardware
- HL7 v2 and FHIR integration with hospital and lab systems
- Clinical data pipelines with provenance and reproducibility
- Consent, access control and retention design
- Evidence and traceability for quality and regulatory review
- Exposure-response and dose-response simulation platforms for R&D teams
Case studies
Industry
Manufacturing & industrial
03 / 6Line telemetry, visual inspection, OEE, maintenance scheduling and shop-floor interfaces that work with gloves on and a machine running.
What we typically build
- Computer vision inspection with operator feedback loops
- OPC UA and PLC telemetry into a queryable time-series platform
- OEE, downtime reason capture and shift reporting
- Predictive and condition-based maintenance models
- Digital twin and traceability across batches and lots
Case studies
Industry
BFSI & lending
04 / 6Lending and portfolio data, reconciliation, fraud operations and reporting that has to be right the first time because a correction is a reportable event.
What we typically build
- Multi-source lending data platforms with schema contracts
- Reconciliation engines and exception workflows
- Fraud and investigation operations tooling
- Regulator-facing reporting with lineage
- Payments and settlement integration
- Invoice, contract and document extraction for finance and legal operations
Case studies
Industry
Real estate & facilities
05 / 6Building management integration, energy analytics, portfolio dashboards, and the fit-out and asset documentation that surrounds them.
What we typically build
- Multi-vendor BMS integration over BACnet and Modbus
- Energy analytics with weather-normalised baselines
- Fault detection and diagnostics with ranked work lists
- Portfolio and ESG reporting with per-asset evidence
- Asset registers, handover documentation and digital twins
Case studies
Industry
Media & publishing
06 / 6Product analytics, subscription funnels, content pipelines and delivery that holds up when a story breaks.
What we typically build
- Governed tracking plans and cross-property identity resolution
- Subscription and paywall funnel instrumentation
- Consent-aware analytics across jurisdictions
- Content pipelines and editorial tooling
- Traffic-spike resilient ingest and delivery
Case studies
Next step
Tell us what you're trying to ship.
Send the brief, the RFP, or three messy sentences about the problem. You get a written point of view from an architect within two working days — not a sales deck.