Data Modelling
Data models that keep teams aligned
Reliable data foundations for products and analytics.
We design models, contracts, and governance so features, insights, and integrations stay consistent.
Ship faster with schemas that evolve safely and data teams can trust.
Why robust data models?
Reliable data underpins product features, reporting, and AI initiatives. We shape domain-driven models so operational systems, event streams, and analytics share a common language.
From contracts to governance, we bridge engineering and data teams, reducing rework and keeping stakeholders aligned on definitions, lineage, and quality.
What you get
Domain models aligned with business capabilities and event flows.
Data contracts, lineage, and quality gates that keep systems trustworthy.
Warehouses and lakes structured for analytics, governance, and self-service.
Migration and rollout plans that evolve schemas without breaking delivery.
How we deliver
1. Discover domains & data flows
Map events, sources, and consumers to align models with business outcomes.
2. Design canonical models
Define entities, contracts, and bounded contexts for operational and analytical needs.
3. Govern quality & lineage
Add validation, ownership, and lineage so teams trust the data they use.
4. Plan migrations safely
Evolve schemas with dual writes, backfills, and toggles to minimise risk.
5. Enable teams
Document contracts, dashboards, and practices that keep models evolving.
Where it helps
Product analytics, regulatory reporting, data sharing with partners, modern data stacks, and platform modernisation projects that need trustworthy, well-governed data.
Lets get started.
Our process
Step 1
Exploration Call
Tell us about your business on a discovery call.
We’ll discuss your goals, timescale and budget and any problems you’ve faced, to see how we can help.
Step 2
Solution Discussion
Once we’ve analysed your project specifications we’ll discuss the proposed solution, identify the MVP and agree on an engagement model.
Step 3
Work Begins
As soon as we’ve agreed milestones, we’ll get to work. We’ll track progress and regularly report updates.