Two verticals running today.

The engine is the same everywhere. What changes is the knowledge pack: the canonical model, the quality rules, and the destination.

Healthcare & life sciences

Trusted operational data for tissue banking.

Inventory lives in a legacy system, catalog detail in spreadsheets, specifications in vendor tools. No single surface shows the real picture, and the rules for what's actually available live in a few people's heads.

Connect legacy systems as they are — no rip-and-replace
Harmonize to one canonical clinical / inventory model
Gate availability and fail closed — sold or expired must show zero
Deliver to the marketplace surface where buyers read it

Destination✓ published

XYZ · marketplace

bank_id: abc_med
products: 69
inventory: 1,807
sellable: 1,807

Scheduled syncnext run in 12h

Financial services

Portfolio and underwriting data, made canonical.

Loan tapes, servicer reports, and portfolio extracts arrive in every format, from every partner. Analysts re-key numbers by hand, and the rules for reconciling them aren't written down.

Every partner feed onboarded as a connector — as-is
Resolve all of them into one canonical portfolio model
Validate completeness, integrity, and freshness before use
Deliver to a warehouse or application — ready to use, not to clean

Destination✓ published

EFG · loan_tape_v3

partner_id: acme_capital
loans: 4,120
borrowers: 2,608
reconciled %: 99.7

Underwriting agentreads continuously

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