Authoritative by Source, Secure by Design: AI in Practice (AI CoLab)
AI agents are rapidly moving from experimentation to production, but their value is only as good as the data they can access.
This session explores what it looks like in practice when AI agents connect directly to authoritative data infrastructure. What changes when agents can call trusted sources directly?
What does this make possible, and what does it make risky?
When an AI agent needs to verify a company director, check a property title, or confirm a compliance status, it needs structured, real-time access to authoritative and regulatory sources, and not scraped web pages or stale datasets.
Using InfoTrack’s production MCP server as a case study, we’ll explore how authoritative data can be made available to AI agents through structured, machine-callable tools. The demo will show how an MCP server can expose authoritative data as secure, structured tools that agents can call at runtime.
There will be a short presentation, a live demonstration, followed by open discussion. We will walk through how its production MCP (Model Context Protocol) server makes these data sources available as structured, machine-callable tools, purpose-built for AI agents to consume securely at runtime.
Attendees will leave with a clearer understanding of what “AI-ready data infrastructure” can look like in practice, and a practical, grounded view of how authoritative data can be surfaced to AI systems without compromising security, provenance, or audit requirements.
Facilitator: Ajay Kumar
Ajay has nearly 20 years of experience in the software industry, with a strong track record across the insurance, banking, and government sectors. Known for his ability to bridge the gap between technical teams and business stakeholders, Ajay acts as a conduit between strategy and execution. He has a deep interest in driving business transformation through emerging technologies and is currently focused on leading InfoTrack’s AI evolution journey through the delivery of MCP services.
He began his career as a software engineer and has since acted in a range of roles, including Engineering Manager and Product Manager, giving him a well-rounded perspective across both technology and business domains.
About InfoTrack
InfoTrack is a leading cloud-based legal technology company, founded in 2000, that provides, property, personal, and company searching, e-Conveyancing, and litigation software. It serves legal and conveyancing firms, banking, and accounting sectors across Australia, New Zealand, the UK, and the US, aiming to digitize, secure, and streamline workflows
AI CoLab events are intentionally open and collaborative. We capture photos, audio, and AI-generated transcripts so we can remix key insights for the AI CoLab Alliance community. This is always done in line with the Charter’s values; transparent, ethical innovation and knowledge sharing to accelerate collective learning (see join.aicolab.org). By participating in an AI CoLab event, you agree to your contributions being captured and shared in accordance with this policy.