Turning Institutional Knowledge into a Secure AI Advantage
A mid-size engineering consultancy transforms how employees access knowledge—without compromising security.
Overview
A 500+ person engineering consultancy engaged HSO to explore how AI could improve knowledge access across the organization. With growing interest in predictive analytics and generative AI, the firm needed a structured approach to define priorities and ensure sensitive data remained protected.
The Challenge
The organization lacked a governed way for employees to access institutional knowledge across projects, documents, and systems.
At the same time, leadership needed clarity on where AI would deliver the most value—while ensuring any solution aligned with strict client data requirements.
Key challenges included:
- No secure, centralized way to query internal knowledge
- Limited alignment on high-value AI use cases
- Risk associated with exposing sensitive project and client data
The Approach
HSO worked closely with business and technical stakeholders to define a clear path forward, starting with strategy and moving into implementation.
What HSO Delivered
AI Use Case Discovery & Roadmapping
Conducted onsite workshops to identify and prioritize AI opportunities aligned to business goals.Secure AI Knowledge Application
Designed and deployed a governed AI chat solution that allows employees to safely query internal documents, project records, and institutional knowledge.Governance & Security Controls
Implemented controls to ensure sensitive data is accessed appropriately, supporting enterprise security and compliance requirements.
The Outcome
- A clear, prioritized AI roadmap aligned to business strategy
- A secure, production-ready AI knowledge solution
- Improved access to institutional knowledge across the organization
- A strong foundation for future AI use cases
Preparing for AI or Copilot adoption at scale?
HSO helps organizations establish the governance, security, and operating model needed to move forward with confidence.