How AI Is Revolutionizing Contract Reviews for Legal Teams

Farah Gasmi is the Co-founder and CPO of Dioptra, the accurate and customizable AI agent that drafts playbooks and consistently redlines contracts in Microsoft Word. Dioptra is trusted by some of the most innovative teams, like Y Combinator and Wilson Sonsini. She has over 10 years of experience building AI products in healthcare, insurance, and tech for companies like Spotify. Farah is also an adjunct professor at Columbia Business School in NYC. She teaches a Product Management course with a focus on AI and data products. Laurie Ehrlich is the Chief Legal Officer at Dioptra, a cutting-edge legal tech startup revolutionizing contract redlining and playbook generation with AI. With a background leading legal operations and commercial contracting at Datadog and Cognizant, Laurie has deep expertise in scaling legal functions to drive business impact. She began her career in intellectual property law at top firms and holds a JD from NYU School of Law and a BS from Cornell. Passionate about innovation and diversity in tech, Laurie has also been a champion for women in leadership throughout her career. In this episode… Contract review can be time-consuming and complex, especially when working with third-party agreements that use unfamiliar language and formats. Legal teams often rely on manual review processes that make it challenging to maintain consistency across contracts, contributing to inefficiencies and increased costs. That’s why businesses need an effective solution that reduces the burden of contract analysis while supporting legal and strategic decision-making. Dioptra, a legal tech startup, helps solve these challenges by leveraging AI to automate first-pass contract reviews, redline contracts, and generate playbooks. The AI agent analyzes past agreements to identify patterns, standard language, and key risk areas, allowing teams to streamline the review process. It supports a range of use cases — from NDAs to real estate deals — while improving consistency and reducing review time. Dioptra also enhances post-execution analysis by enabling companies to assess past agreements for compliance and risk exposure. In this episode of She Said Privacy/He Said Security, Jodi and Justin Daniels speak with Farah Gasmi, Co-founder and Chief Product Officer at Dioptra, and Laurie Ehrlich, the Chief Legal Officer at Dioptra, about how AI is used to streamline contract reviews. Together, they discuss how Dioptra accelerates contract reviews, supports security and privacy through strict data controls, and enables organizations to build smarter, more consistent contract processes — without removing the need for expert human judgment. Farah and Laurie also delve into the importance of AI-driven consistency in contract negotiation, vendor security evaluations, and how companies can safeguard sensitive data when using AI tools.