"Our data is unreliable, and everything depends on it."
Finance, Accounting, Law, Real Estate, Construction, Recruiting, Education, Hospitality
Deduplication → stale record detection → cross-system reconciliation → enforcement rules
As businesses layer more tools over time, duplicate records, stale data, and conflicting sources of truth quietly undermine reporting, automation, and decision-making. Continuous data hygiene automation reduces data-related errors by 30–60% and dramatically improves the reliability of downstream workflows. The agent operates by deduplicating records, detecting stale fields, reconciling conflicts across systems, and enforcing validation rules so automation logic is built on trustworthy data instead of assumptions.
Duplicate records
Conflicting systems of record
Outdated client or project data
Broken automations downstream
Single source of truth
Continuous cleanup and enforcement
Reliable automation performance
Start with a 2-week pilot. See measurable results. Scale when you're ready.