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Product

Deterministic reconciliation engine that normalizes data, applies explicit rules, and surfaces variances.

Data → Normalize → Rules → Variances

Settler is a reconciliation engine with a deliberate pipeline:

  1. Ingest data from adapters, files, or internal pipelines.
  2. Normalize records into a canonical schema.
  3. Apply explicit rules for matching, tolerances, and transformations.
  4. Surface variances with evidence for human review.

Deterministic and inspectable

The engine is deterministic: the same inputs and rules produce the same outputs. Outputs are designed to be inspectable so teams can review evidence and rule paths.

Human-in-the-loop by design

Settler does not decide outcomes for you. It provides variance sets and evidence so your team can review and resolve exceptions.

Provider-agnostic core

Adapters are optional. You can bring your own data model and map it into the canonical schema without coupling to a single provider.

Non-goals

Settler is not:

  • Accounting software
  • An audit
  • Compliance tooling
  • A guarantee of correctness