Data reconciliation
Find mismatched records across systems, explain the discrepancy, and send the case through an approved resolution path.
1.
Define the match
Set the entity keys, comparison fields, tolerances, and system of record for each reconciliation.
4.
Resolve and verify
Route the proposed correction for approval and confirm both systems reconcile after the update.
2.
Compare the records
Match data across sources and isolate missing, duplicated, or conflicting values.
3.
Investigate the difference
Trace the discrepancy to transformations, timing, mappings, or incomplete upstream records.
Evidence in, action out.
The operating problem
Entity, transaction, and metric definitions drift across systems, creating silent differences that surface late.
How the workflow runs
Match records using explicit rules, classify discrepancies, and route each exception with the source values and likely cause.
Evidence and inputs
System extracts, master data, mapping tables, business rules, and prior exception resolutions.
Actions and handoffs
Match records, compare values, classify discrepancies, recommend resolution, and update the exception queue.
Operating outcome
More reliable downstream reporting and less manual spreadsheet investigation.
Controls for production
Deterministic match rules, tolerance bands, separation of duties, write-back approval, and complete before-and-after records.
Turn mismatches into resolvable cases
Saber keeps the source values, comparison logic, and approved correction attached to every discrepancy.
Forge
Coordinates matching, exception ownership, and approved write-back.
Heimdall
Monitors source refreshes and unresolved reconciliation differences.
Mimir
Traces record lineage to explain why values diverged.
One intelligence layer from plan to delivery
16x
Faster time-to-insight
5
Fewer tools needed
80%
Avg. cost reduction
8 hrs
Saved per team per week
Connect reconciliation to systems of record
Link data platforms and operational systems so discrepancies, approvals, and before-and-after values remain traceable.
Turn AI potential into real business outcomes
Resources
Certified
Compliant
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