Attribution-First Automation for Financial Systems

Turn operational noise into audit-ready insight

Detect inconsistencies, tag transactions, and expose relationships with an attribution-first automation layer

RKIL unifies data across finance, operations, and logistics to create one loop of traceable, verifiable truth.

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Modular Solutions

RKIL is about automating attribution and reconciliation across fragmented finance systems. We surface accountability so systems stay honest.

Attribution Engine

Create data transparency. From relationship mapping to exception handling. Create Canonical data points. Galvanize source of truth.

Reconciliation Engine

Validate across systems with shaky reference keys that struggle to persist through data sets.

Accrual Engine

Automate the routine. Capitalize on structured data input that creates consistency.

Built for your Stack


Connect RKIL directly to the systems that power your finance and operations.

RKIL’s integration layer ingests, validates, and synchronizes data across every source of record. Whether you’re reconciling journal entries, mapping shipments, or tracking inventory movements, the system ensures consistency through a single attribution-first framework.


Our upcoming SDK and REST API make it simple to extend this capability into your own workflows allowing you to embed relational intelligence wherever you need it most.

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From entry to audit, every number should explain itself. Illuminate what matters.

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Request a demo. Start building clarity across your systems.

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