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Agent Governed Master Data Management (AG-MDM) Platform 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.

 

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I needed a cost-effective transaction monitoring tool which would identify high-risk transactions, flag potential control weaknesses, improve over time through machine learning, reduce the number of false positives reviewed by the compliance team and be user-friendly in terms of configuration and visualization. konaAI delivers on all counts, and I was very pleased with the choice we made.

Amay Sharma
CEO, Unblast 

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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, resulting in:

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  • Duplicate Spending

    Duplicate Spending

    Inconsistent vendor and product records bleeding your budget.

  • 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.

AG-MDM eliminates these risks by replacing slow, manual maintenance with the S-Agent. This autonomous engine perceives, governs, and fixes data in real-time, providing a ground truth layer that ensures your operations and AI initiatives are built on enterprise-scale accuracy.

Introducing S-Agent

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.

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Chart the Future with Covasant Alliances

Agentic Governed Loop

Duplicate Spending

Supports continuous improvement across all master data domains, ensuring records remain aligned as systems evolve.

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 and Engagement

Organizations can 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.

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Business Outcomes

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

Seamless Connectivity to ERPs, CRMs & Enterprise Systems

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

Industry Use-Cases

Healthcare

Healthcare Providers

Fragmented item masters and duplicate patient profiles often lead to supply chain waste and billing errors. AG-MDM unifies implants, drugs, and vendor records into a single Golden Record, integrating clinical and financial systems to drive 15–20% cost reductions and optimized inventory workflows.

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Manufacture

Manufacturing

Mismatched supplier data and duplicate material records across global plants frequently paralyze production planning. The S-Agent harmonizes these disparate systems by automating deduplication and attribute standardization, establishing the trusted foundation required for accurate MRP and predictive maintenance.

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Retail

Retail & Consumer Brands

Disconnected SKU data and fragmented customer identities across POS and loyalty programs hinder omnichannel growth. By consolidating these touchpoints into a synchronized view of inventory and shoppers, AG-MDM enables precise demand forecasting and highly personalized customer experiences.

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Telecom

Telecom

Duplicate subscriber records and inconsistent device inventories lead to costly provisioning errors and billing inaccuracies. AG-MDM synchronizes subscriber and network asset masters in real-time, streamlining operations and improving customer retention through reliable, unified service profiles.

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BFSI

BFSI

Fragmented account and policy data across channels compromises KYC compliance and fraud detection efforts. AG-MDM delivers audited, high-quality data lineage for every customer and product, ensuring that risk assessments and regulatory reporting are based on a complete and accurate financial profile.

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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.

Ready to Trust Your Data?

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