From AI-Assisted Lawyers to AI-Powered Legal Teams: Unlocking Full Value
Webinar Recap & Key Takeaways
AI is already helping lawyers draft faster, review contracts, and handle more work. But the bigger shift comes when AI starts changing how the legal team operates.
In this conversation, Akshay Verma, COO at SpotDraft, is joined by Nicole Ducharme, Director, Legal Operations and Contracts at Astronomer, and Irfan Siddiqui, Associate General Counsel at BeatStars, to explore where AI is creating real leverage today, what work should stay with lawyers, and how AI could change the way legal teams are structured and run.
The session then moves from ideas to application with a live innovation showcase led by Marshall Deutz, Strategic Accounts at SpotDraft. Marshall dives into how AI is accelerating contracting, how SpotDraft brings contracts and legal context into the AI tools teams already use, and how an MCP client connects SpotDraft's AI agents to tools and workflows across the business.
Session Highlights
05:04 Nicole explains why turnaround expectations from Sales, HR, and Finance have increased 10x and what this means for Legal teams.
08:12 Irfan shares how his team maintains a 99% internal SLA with a legal team of just three.
18:20 Nicole walks through a real-world use case: using AI to monitor contractual insurance limits.
21:22 Irfan discusses an AI-generated redline that came back “bleeding red” and why human review still matters.
24:00 Nicole reframes how Legal can prove its value through KPIs, SLAs, ROI, and the familiar alphabet soup.
30:21 Irfan predicts entirely new roles emerging inside legal teams because of AI.
35:01 Akshay discusses rising token costs and how executives evaluate AI-related line items.
37:30 Marshall kicks off the demo with Sidebar, showcasing agentic search across the contract repository.
41:25 See how AI playbooks can be generated from a gold-standard template directly within the Word plugin.
42:48 Guideline-based approvals automatically route real clause deviations and clear once the redline is resolved.
45:45 Agentic email intake classifies a request, gathers the relevant context, and creates a linked ticket.
"Anything that ultimately will... go to a human being, I want a human to look at it... We've received redline contracts before that have just been AI, and it's just bleeding red." — Irfan Siddiqui, Assistant General Counsel, BeatStars




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