Agent Governed Master Data Management for Enterprise Scale Accuracy

AG-MDM creates the ground truth layer that keeps enterprise systems, analytics, and AI initiatives aligned through accurate and continuously improved master data.

Closing the Master Data Gap for AI Success

Modern enterprises are hindered by fragmented data across ERPs and CRMs that speak different languages. This fragmentation is the primary barrier to AI success because AI operations are only as effective as the data powering them.

Without a Golden Record — a single, perfected version of the truth synchronized across all systems — your Co-pilots and LLMs inherit upstream errors. AG-MDM eliminates these risks by replacing slow, manual maintenance with the S-Agent: an autonomous engine that perceives, governs, and fixes data in real-time.

AG-MDM Dashboard
Duplicate Spending

Duplicate Spending

Inconsistent vendor and product records bleeding your budget across systems.

Manual Waste

Manual Waste

Excessive labor and slower cycles spent on constant data reconciliation.

AI Hallucinations

AI Hallucinations

Unreliable, "broken" outputs from GenAI tools lacking accurate context.

Process Failures

Process Failures

Mismatched data that breaks automation and ERP modernization initiatives.

Smart Data Management starts here

Covasant's AG-MDM combines AI intelligence, agentic autonomy, and enterprise-grade MDM to create a living, self-improving data ecosystem. It moves beyond static software to actively perceive, learn, and govern your data landscape in real-time.


The S-Agent is the engine behind our Agentic Governed Loop. Unlike traditional tools that wait for manual intervention, the S-Agent acts autonomously — continuously perceiving, learning, and fixing data across your enterprise. It monitors every record, detects variations instantly, and provides the proactive recommendations needed to maintain a living Golden Record.

S-Agent Architecture

What Powers the Agentic Governed Loop

Purpose-built capabilities that make AG-MDM the most comprehensive and connective MDM platform for the enterprise.

Agentic Governed Loop

Agentic Governed Loop

Supports continuous improvement across all master data domains, ensuring records remain aligned as systems evolve — autonomously, without manual intervention.

Multi-System Perception

Multi-System Perception

Plug into SAP, Oracle EBS/Fusion, Salesforce, Dynamics, EPIC/Cerner, ServiceNow, custom systems, and data lakes through flexible API-first connectivity.

System of Record and Engagement

System of Record & Engagement

Maintain Golden Records in a centralized repository or push improved data back into systems such as SAP or Oracle EBS when accuracy at the source is required.

Unified Domain Models

Unified Domain Models

Pre-configured models for Healthcare, Manufacturing, Retail, BFSI, and Telecom reduce setup effort and support faster alignment with industry workflows.

15-20%
Savings via supply chain & procurement efficiency
40-60%
Reduction in manual data stewardship effort
6-10wks
Rapid deployment designed for speed, no heavy customization

Measurable Impact from Day One

AG-MDM delivers quantifiable value across operations, compliance, and AI readiness — from the first data domain you govern.

  • 15–20% savings via supply chain & procurement efficiency
  • 40–60% reduction in manual data stewardship labor
  • Accelerated ERP/CRM modernization and migration
  • Stronger compliance, audit, and policy alignment
  • Reliable, AI-ready data foundation for predictive & generative AI
  • Faster time to market with clean, governed enterprise data
Business Outcomes

Connects to the Enterprise Systems You Already Run

AG-MDM integrates natively with your entire ecosystem of ERPs, CRMs, and Enterprise Systems to unify fragmented data into a single, synchronized truth.

SAP ECC
SAP S/4HANA
Oracle E-Business Suite
Oracle Cloud
Infor
Oracle NetSuite
Salesforce
MS Dynamics CRM
MS Dynamics 365
HubSpot
BigQuery
Databricks
Snowflake
MuleSoft

Built for Every Industry Domain

Pre-configured domain models deliver immediate alignment with industry-specific workflows, compliance requirements, and data standards.

 
 
Healthcare

Healthcare Providers

Unify implants, drugs, and vendor records into a single Golden Record — integrating clinical and financial systems to drive 15–20% cost reductions.

Know More →
 
 
Manufacturing

Manufacturing

Harmonize supplier data and material records across global plants, establishing the trusted foundation for accurate MRP and predictive maintenance.

Know More →
 
 
Retail

Retail & Consumer Brands

Consolidate SKU data and customer identities across POS and loyalty programs to enable precise demand forecasting and personalized experiences.

Know More →
 
 
Telecom

Telecom

Synchronize subscriber and network asset masters in real-time, streamlining operations and improving customer retention through unified service profiles.

Know More →
 
 
BFSI

BFSI

Deliver audited, high-quality data lineage for every customer and product, ensuring risk assessments and regulatory reporting are based on a complete financial profile.

Know More →

Why Enterprises Choose AG-MDM

  Architected for modern hybrid and multi-ERP environments to unify your entire landscape.
  Embedded AI agents that actively monitor, govern, and improve your data in real-time.
  Rapid 6–10 week deployment designed for speed without the need for heavy customization.
  Seamless universal integration that bridges the gap between legacy systems and the cloud.
  A future-proof foundation ready to power the next generation of RAG, co-pilots, and AI.
Why Enterprises Choose AG-MDM

Your enterprise AI platform is ready when you are.

Build the foundation that supports every system and every AI initiative. Get the agility of an agentic platform backed by the reliability of Covasant.

Book a Demo