Building an intelligent procurement ecosystem for a high-security engineering enterprise
Key Highlights
- OptiSol partnered with a leading Indian engineering and manufacturing enterprise to modernize procurement operations using elsai within a secure, fully on-premises AI environment.
- The client’s defense and marine operations required strict control over sensitive data, making cloud-based AI deployment unsuitable for its procurement transformation needs.
- OptiSol leveraged elsai to build and deploy a secure procurement environment that integrated with the client’s existing Microsoft Exchange Server and Microsoft SQL Server infrastructure.
- The solution combined AI-ready infrastructure, document intelligence, enterprise integrations and OWASP Top 10-aligned security practices while minimizing infrastructure complexity and additional licensing costs.
Problem Statement
01
Strict Security Mandates: Sensitive defense and marine operations required AI workloads and enterprise data to remain within the client’s-controlled infrastructure.
02
Existing System Dependencies: The client needed to retain its existing email and database environments to minimize disruption and protect prior technology investments.
03
AI Infrastructure Requirements: The organization required computing capacity to support large language models, OCR engines and evolving document intelligence workloads.
04
Infrastructure Efficiency: The solution needed to support a focused user base while maintaining performance, security and capacity for future AI requirements.
Solution Overview
01
Secure On-Premises Deployment: OptiSol leveraged elsai to build and deploy the intelligent procurement environment entirely within the client’s infrastructure, meeting its stringent security and compliance requirements.
02
Enterprise Email Integration: The solution integrated with the client’s Microsoft Exchange Server environment, supporting both Exchange Web Services (EWS) and IMAP-based approaches for existing email workflows.
03
Database Integration: OptiSol migrated the application database architecture to Microsoft SQL Server, enabling the client to reuse its existing licensing investment without incurring additional database licensing costs.
04
AI Infrastructure Setup: OptiSol designed an optimized multi-GPU infrastructure with up to 96 GB of GPU memory to support large language models, OCR engines, and document intelligence workloads.
05
Secure and Simplified Architecture: OptiSol deployed the application environment on Ubuntu, consolidated backend workloads onto a single server, and implemented OWASP Top 10-aligned security practices across applications, AI agents, and supporting services.
Business Impact
About The Project
OptiSol helped a leading engineering and manufacturing enterprise modernize procurement operations using elsai within a secure, fully on-premises environment. The solution integrated with the client’s existing Microsoft Exchange Server and SQL Server infrastructure while supporting AI, OCR, and document intelligence workloads.
By combining secure AI deployment with infrastructure optimization and OWASP Top 10-aligned security practices, OptiSol enabled the client to adopt intelligent procurement capabilities without disrupting its existing ecosystem or adding database licensing costs.
FAQs:
Can elsai be deployed completely on-premises?
Yes. OptiSol can deploy elsai entirely on-premises, keeping sensitive enterprise data within the client’s-controlled infrastructure while meeting security and compliance requirements.
What procurement processes can be automated using AI?
AI can automate procurement workflows such as document processing, information extraction, validation, approvals and other repetitive tasks across procurement operations.
How does OptiSol address security requirements for sensitive AI workloads?
OptiSol implements on-premises deployment, secure infrastructure, and OWASP Top 10-aligned practices across applications, AI agents and supporting services.
What are the benefits of deploying AI for procurement operations?
AI can reduce manual effort, streamline procurement workflows, improve processing efficiency, and support faster, more consistent handling of procurement-related information.
Can organizations reuse their existing technology investments with the solution?
Yes. OptiSol can integrate elsai with existing enterprise systems, allowing organizations to reuse infrastructure, email platforms, databases and existing technology investments.
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