Patterns that shipin under two weeks
Six recurring shapes of governed data products. Each one is a data-product recipe — sources, joins, policies, endpoints — that real teams ship on SOFI without a single ETL pipeline.
Pick the shape that matches your team
Each card opens a recipe page with the reference architecture, sample SQL and outcomes.
Domains where governance wins
Where data residency, regulatory pressure and source fragmentation meet — that's where SOFI earns its keep.
Financial services
Federate core banking, risk, fraud and CRM. Mask PCI, evidence audit, deliver to regulators.
- →Customer KYC unified view
- →Risk officer audit trail
- →Real-time anti-fraud features
Retail & e-commerce
Stitch storefront, ERP, fulfillment and CDP. Power BI and AI agents from one surface.
- →Customer 360° for marketing
- →Inventory across warehouses
- →Recommendation grounding
Healthcare
Bring EHR, claims, imaging metadata and consent under a single governed plane. PHI masked by default.
- →Patient 360° for clinical staff
- →Consent-aware analytics
- →LGPD-aligned exports
Manufacturing
Unify ERP, MES, IoT, and supplier data. Push down to operational systems — no copy.
- →OEE dashboards
- →Supply-chain risk views
- →AI agents with shop-floor context
Public sector
Inter-agency views with strict residency. On-prem deployment, RBAC by mandate, full audit.
- →Citizen unified record
- →Inter-agency lineage
- →Air-gapped deployment
Insurance
Bring policy, claims, risk and fraud data together. Real-time exposure for underwriters.
- →Underwriter view
- →Claims fraud features
- →Reinsurance reporting
// map your pattern
Tell us your shape — we'll build the recipe.
If your use case isn't in this list, it's almost certainly a variation of these six. Talk to us and we'll sketch the view together.