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Transforming Supply Chain Intelligence with Secure GenAI on GovCloud

Enabling Secure, Natural Language Access to Enterprise Data

A global enterprise operating in a highly regulated environment needed a secure and scalable way to derive insights from large volumes of structured and unstructured supply chain and manufacturing data.

Business users were heavily dependent on technical teams to run SQL queries and interpret complex SAP MES and operational datasets. This slowed decision-making, limited agility, and created bottlenecks across supply chain and quality functions.

The organization required an enterprise-grade AI solution capable of simplifying access to complex data — while meeting stringent security and compliance standards within a federal-grade cloud environment.

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The Challenge

Complex Data Landscape & High-Security Requirements

The client faced several interrelated challenges:

  • Massive volumes of structured and unstructured supply chain and manufacturing data
  • Fragmented systems and multiple stakeholder groups requiring coordinated discovery
  • Heavy reliance on engineering teams for SQL-based data extraction
  • Highly specialized technical requirements spanning AI, data engineering, system development, and AWS Cloud Development Kit (CDK)
  • Mandatory deployment within a secure GovCloud environment

In addition, previous project disruption had created the need for a fresh technical approach capable of restoring momentum and stakeholder confidence.

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The Solution

GenAI-Powered Text-to-SQL Application with Secure Cloud Architecture

A secure, scalable GenAI-powered Text-to-SQL chatbot application was designed and implemented to bridge the gap between enterprise data systems and business users.

The solution enabled natural language interaction with supply chain and SAP MES data, translating user queries into structured SQL commands through LLM-based AI.

Key elements included:

  • Natural language → SQL query generation
  • Seamless integration with the enterprise analytics platform
  • Secure deployment within GovCloud infrastructure
  • Role-based access control, authentication, and compliance governance
  • Monitoring, logging, and performance optimization
  • Extensive stakeholder discovery sessions to accurately align business intent with data architecture

The architecture combined advanced AI modeling, data engineering, and secure cloud infrastructure to deliver a compliant, enterprise-ready solution.

Applications Managed

  • GenAI Text-to-SQL Chatbot Application
  • Enterprise analytics platform integration
  • GovCloud infrastructure deployment
  • Secure API integrations and authentication layers
  • Monitoring, logging, and performance systems

The Outcome

Secure, Scalable GenAI Enabling Faster, Data-Driven Supply Chain Decisions

  • Enabled non-technical stakeholders to access complex supply chain and manufacturing data using natural language
  • Reduced dependency on manual SQL querying and engineering teams
  • Accelerated data-driven decision-making across supply chain and quality operations
  • Delivered a secure, enterprise-grade GenAI solution within a federal-compliant cloud environment
  • Established a scalable architecture with potential expansion across multiple business units
  • Strengthened stakeholder confidence through secure, compliant, and time-sensitive delivery

Strategic Value

This engagement demonstrates how secure, enterprise-grade GenAI can unlock complex operational data while meeting stringent regulatory and compliance standards.

By combining advanced AI capabilities with secure GovCloud deployment, the organization established a repeatable, scalable model for enterprise AI adoption in regulated environments.

The solution creates a foundation for broader expansion across business units and similar enterprise contexts.

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Aditi is a leading digital engineering services company. We partner with established and emerging enterprises by leveraging borderless talent across three continents to achieve transformative outcomes that will reshape their trajectory. We lead and support our clients’ efforts to design, build, and operate the products, systems, and processes required to deliver impact by leveraging deep insights, practical knowledge, and human spirit.