Aditya Gupta: Building intelligence into contracts at scale
Executive Take
Legal and procurement teams still treat contracts as static files instead of live data. Companies that embed AI directly into core workflows, not as an add-on, will find risks and obligations faster than rivals.
Executive Summary
Aditya Gupta, CTO and co-founder of Sirion, describes how the contract lifecycle management company embeds AI directly into its platform rather than as a bolt-on layer. Sirion uses a legal knowledge graph, clause extraction, risk analysis, and agentic AI to make contracts searchable and actionable. The company has built on AWS since 2014, including Bedrock for AI capabilities.
Why It Matters
Legal, procurement, and technology leaders manage thousands of contracts with hidden obligations and risks buried in text. This shows how AI can turn that paperwork into a live system that flags problems before they cost money.
Bizquad Perspective
Most leaders still budget contract AI as a search tool, missing that the real value is agentic systems acting autonomously on obligations before anyone reads the fine print.