Industries
Sector context beats a generic reference architecture
The metrics, the regulators and the data you are permitted to move differ by industry. We start in your vocabulary, not in a template.
100% delivery success — delivered worldwide across seven regions
Government
Publishing and governance that survives inspection
Open-data mandates, citizen services and reporting obligations — delivered with lineage, access control and an audit trail from the first table.
- Governed publishing with full lineage
- Role-based access mapped to your structure
- Audit trails built for inspection
Retail
One margin model across every channel
Store systems, e-commerce, marketplaces and the supply chain reconciled into a demand and margin view the buying team can plan against.
- Demand forecasting by SKU and location
- Assortment and promotion effectiveness
- Stockout and markdown reduction
Real Estate
Portfolio performance without the monthly scramble
Rent roll, maintenance, valuation and market data in one place, so yield analysis is a query rather than a project.
- Automated portfolio reporting
- Valuation and yield modelling
- Maintenance cost forecasting
Power & Energy
From meter reads to revenue assurance
High-volume telemetry joined to billing and field operations, with models that find leakage and prioritise the work.
- Meter-to-cash reconciliation
- Revenue leakage detection
- Load and outage forecasting
Logistics
Cost per shipment, visible while you can still act
Network, fleet and customer data unified so route cost, on-time performance and margin per lane are current rather than retrospective.
- Lane-level cost and margin
- On-time performance drivers
- Capacity and demand forecasting
Education
Enrolment, outcomes and retention in one view
Student, learning and finance systems joined with the privacy controls the sector requires, so intervention happens early enough to matter.
- Early-warning retention models
- Enrolment funnel analytics
- Privacy-preserving data sharing
Healthcare
Clinical and operational insight without exposing PHI
De-identification, access control and audit designed in, with document automation that clears the routine and escalates the rest.
- PHI-safe pipelines and access control
- Claims and document automation
- Capacity and demand planning
Finance
Risk, fraud and reporting under a regulator’s eye
Our deepest sector practice has its own page — architecture patterns, controls and the reporting obligations we build against.
Proof
Sector work
Marketing and CRM data unified across 20+ EMEA countries
A digital-transformation programme that consolidated marketing and CRM data across the region on Azure and Power BI, with a custom lead-management automation built on Power & Logic Apps.
Workforce analytics for Nestlé’s supply & demand planning
HR data marts on SAP feeding automated daily ingestions through AWS Glue and Databricks, on a medallion architecture, so planners could see available resource against production targets.
One source of truth from 50+ scattered sources
Data strategy and cloud architecture on Google Cloud, ingesting 50+ sources through Stitch, modelled in dbt and surfaced to the CEO and Head of Product in Looker Studio.
Ask your database a question, get an answer — no SQL
A conversational, question-first platform where table, column and SQL-generation agents turn plain English into queries across PostgreSQL, BigQuery and MySQL.
From manual checks to automated oil-field monitoring
A custom API pings IoT sensors across oil fields into MongoDB, transformed in Python and surfaced in a Dash dashboard at individual-sensor granularity for predictive maintenance.
ModTalk: train and deploy a support chatbot in minutes
An all-in-one AI chatbot platform — create, train on your own documents, customise and embed on any site — built on Gemini and ChatGPT with a ChromaDB retrieval layer.
Next step
Ready to find out what your data is worth?
Thirty minutes with a delivery lead, not a salesperson. You leave with a point of view on your highest-value use case and what it takes to ship it.