Sectors
Six sectors where the domain knowledge is already paid for.
We are not sector-agnostic. In these six we know the regulations, the file formats and the failure modes — which is the difference between a six-week discovery and a two-day one.
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.