Without trusted master data, every AI decision is built on uncertainty. The MDM Agent creates AI-driven golden records across 12 enterprise domains — federated, governed, and available to every agent in the mesh.
Without governed mdm agent, these problems compound silently with every new data source and AI deployment.
The same customer in CBS, CRM, LOS, and KYC with different spellings, IDs, and addresses — agents operating on ambiguous identity produce unreliable decisions.
Regulatory submissions use one customer count, risk models another, branch dashboards a third. Inconsistency is a compliance liability.
When CredXplain cannot confirm whether two records belong to the same borrower, the credit decision is built on incomplete context. Every agent is only as reliable as its master data.
Federate all source systems — CBS, CRM, LOS, KYC, SaaS — without consolidation
Identify duplicates, inconsistencies, and conflicting records across all sources
AI-driven entity resolution — ML, NLP, and fuzzy matching across all 12 domains
Golden records created — single authoritative view without moving data from sources
Golden record changes propagated back to source systems in real time
ML, NLP, and fuzzy matching across all 12 domains — handles abbreviations, transliterations, and data entry errors that rule-based systems miss.
Golden records created without physical centralisation — master identity resolved across sources, data remains where it lives, sovereignty preserved.
Golden record changes propagated back to source systems — every downstream agent, report, and dashboard sees the same authoritative identity.
Customer, Account, Product, Employee, Branch, Asset, Collateral, Counterparty, Regulatory Entity, Location, Supplier, and Instrument — all mastered.
See how the MDM Agent creates AI-driven golden records across 12 enterprise domains — without physical centralisation, with full governance.
The MDM Agent creates AI-driven golden records across 12 enterprise domains — customer, account, product, and more — using federation, so master data is unified without physical centralisation. Trusted master data is the foundation every other AI agent depends on.
The MDM Agent uses machine learning, NLP, and fuzzy matching to resolve entities across all domains, handling abbreviations, transliterations, and data-entry errors that rule-based systems miss. It produces a single authoritative golden record per entity.
No. The MDM Agent is federation-native — golden records are resolved across sources while data stays where it lives, preserving sovereignty. Golden record changes are synchronised back to source systems in real time.
The MDM Agent masters 12 enterprise domains including customer, account, product, employee, branch, asset, collateral, counterparty, regulatory entity, location, supplier, and instrument — giving every agent and report one consistent version of the truth.