RocketDocs CTO Gary Murry joins Perry Robinson and Bryan Jenkins on Ground Control for a conversation that covers a lot of ground. Gary started his career as a mathematician, landed a contract role at Apple in the late eighties, and has spent the decades since working across some of the most interesting corners of Silicon Valley technology. Now he leads engineering at RocketDocs, where his team is navigating one of the most transformative moments in the company's thirty-year history.
In this episode, Gary breaks down the thinking behind RocketDocs' latest product release, including features built around simplifying Excel downloads from web portals, marking questions from inside the Launchpad Word plugin, locking down SharePoint permissions at a more granular level, and automating reminders so that both project contributors and knowledge base owners stay on track without needing to be chased down manually. Each feature traces back to a real pain point Gary's team heard directly from customers, and he explains how they use those conversations to decide what to build, what to generalize, and what to leave out entirely.
Gary also shares a grounded and practical perspective on where AI is today versus where people imagine it to be. He talks through why RocketDocs built on a RAG-based model to reduce hallucinations, why giving the AI permission to not answer a question was one of the most important decisions they made, and where even the most advanced generative models still break down when faced with common sense problems. For anyone working in proposals or adjacent fields, his advice on how to review AI-generated content and where errors tend to sneak in is genuinely useful.
The episode wraps with rapid-fire questions on favorite technologies, what Gary would and would never use general AI tools for, and why his answer to staying relevant in an AI-powered world comes down to one thing: go play with it and see what happens.
00:00 Introduction to Gary Murry and His Background
02:44 Transition from Mathematics to Technology
05:29 Joining Rocket Docs and Embracing Change
08:23 Balancing Work and Personal Interests
11:14 Feature Prioritization and Customer Feedback
14:03 Innovations in Rocket Docs and AI Impact
16:45 Navigating Customer Requests and Simplifying Solutions
20:54 Meaningful Steps in Scrum Development
21:42 The Importance of Tinkering with Technology
23:25 Understanding AI: Current State vs. Science Fiction
25:11 Limitations of AI: Common Sense and Logic
27:20 Navigating AI's Logical Leaps
28:28 Hallucinations in AI Responses
30:26 Keeping Content Healthy with AI
31:30 Future of AI in Content Curation
32:06 Favorite Technologies and Their Applications
33:32 Privacy Concerns with AI
34:37 Challenges in AI Efficiency
35:29 Essential Skills for the Future: Prompt Writing
36:27 The Joy of Tinkering and Learning