Governed reconciliation for the enterprise
SwipeLeft AI builds governed reconciliation systems for complex enterprise environments — resolving identity, reconciling conflicting records, and governing data before it becomes authoritative in your systems of record.
We orchestrate AI to build beautiful software that removes the repetitive, manual, soul-numbing work nobody should be doing by hand — so a lean team can focus on judgment, creativity, and the decisions that actually matter.
Most enterprise tooling cleans data after ingestion. SwipeLeft AI governs enterprise data before it becomes authoritative.
Reconciliation decisions stay explicit, reviewable, and controlled — before bad records propagate downstream.
The operating model
Modern enterprises ingest infrastructure and configuration data from dozens of disconnected systems — discovery tools, spreadsheets, cloud platforms, asset inventories, identity providers, and manual imports.
SwipeLeft AI builds governed reconciliation systems that resolve identity, normalize conflicting records, preserve field-level provenance, and validate enterprise source data before it reaches systems of record like ServiceNow.
Built for CMDB, platform engineering, enterprise architecture, and operational governance teams managing complex multi-source environments.
Source systems, reconciled and governed before they reach ServiceNow.
Inputs
SwipeLeft AI
Output
System of record
In production: deployed in a GxP-regulated pharmaceutical environment, reconciling thousands of CIs across multiple discovery sources.
Match products reconcile and govern fragmented enterprise data before it becomes authoritative — each one applying the same operating model to a different domain.
CMDB Governance
Governed pre-ingestion reconciliation for ServiceNow CMDB environments. Reconcile multi-source discovery data, resolve device identity, analyze CI deltas, detect field conflicts, preserve lineage, and export governed import packages before bad data reaches the CMDB.
IAM Governance
Correlates people and accounts across identity providers and HR systems, resolving stale, duplicate, and orphaned identities into governed records.
ITAM Governance
Normalizes software inventory across discovery feeds and reconciles discovered titles against a governed catalog for license control.