Matching

Resolve the match before the decision

Weak or conflicting entity matches create decision risk before the action begins. Knowing what belongs together, what must stay separate and what needs review gives you the confidence to act at the right level.

Fewer wrong actions · safer automation · less manual reconciliation.

The problem

A match is a claim, not a fact

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Matching is a claim about reality. Once a system says two things belong together, every downstream decision treats that claim as fact.
The problem with standard matching tools
How to build match confidence

Identify, assess and resolve matches

Bad matching creates cost in two directions. You act on the wrong thing or you miss a connection that would have changed the decision.

  1. 1

    Identify evidence

    Use all available signals to understand whether records, relationships or cases may belong together.

  2. 2

    Assess the match

    Separate similarity from certainty and judge what the match can safely support.

  3. 3

    Resolve the match

    Merge, link, separate, review or hold the match open based on the action that follows.

The value

Act on the right thing

Better matching helps you make decisions with clearer identity, relationship and evidence context. Matching judges whether a match is strong enough for the action it may trigger.

That means fewer unsafe merges, fewer missed connections and less review effort spent untangling weak evidence. Improve the match state and every decision that depends on it starts from a stronger position.

Why different

Why the Matching Block is different

Action fit

Matches for the action

Determines what a match is strong enough to support.

Match vs merge

Separates match from merge

Keeps useful relationships visible without forcing records together.

Preserves doubt

Preserves uncertainty

Holds unresolved matches open when the evidence is incomplete.

Weak evidence

Controls weak evidence

Stops weak matches from driving high-impact action.

Explainable

Makes matches easier to explain

Preserves the evidence, conflict and reason behind the match state.

Next step

Turn clearer matches into safer decisions.