GovSignals AI and the Future of Procurement with Derek Hoyt

In this episode of GovCon Unscripted, Chelsea sits down with Derek Hoyt, CEO of GovSignals AI, to explore how AI is transforming federal acquisition, collapsing procurement timelines, and reshaping compliance expectations across the DoD and government agencies.Derek breaks down what true end-to-end AI-powered acquisition looks like, why most tools in the market fall short, and how GovSignals is addressing challenges like CMMC, FedRAMP, IL5, data silos, proposal automation, market research, contract management, and multi-portal fragmentation.On this episode, we discuss:Why acquisition is really a linear data pipeline government never automatedHow AI accelerates capture, proposals, and post-award workflowsHow FedRAMP, CMMC, and IL5 differ and why misinterpretation creates riskWhy disconnected systems force contractors into manual workHow semantic search replaces keyword-based huntingCollapsing procurement timelines from months to minutesWhat GovSignals is doing with DIU and enterprise-level workflowsThe vision for a 10-minute transaction in federal contractingTimestamps:[00:00] – Welcome and introduction[01:10] – What GovSignals AI is and who it serves[04:10] – The limitations of today’s acquisition workflow[06:45] – Why AI is an enabler, not the entire solution[09:50] – Replacing legacy tech stacks in business development[13:20] – Crawl-walk-run adoption and internal process maturity[17:30] – Proposal, capture, and contract management as “projects”[21:40] – DIU workflows, IL5 environments, and compliance foundations[24:00] – FedRAMP vs CMMC: common industry misconceptions[27:50] – Making WAWF/PIEE invoicing easier for contractors[33:20] – The data management problem behind opportunity search[36:45] – Semantic search, reasoning agents, and enrichment[40:10] – Navigating data silos and IDIQ task orders[44:30] – Solving entity resolution and historical linkage[50:00] – Feature sets coming in 2026[52:20] – The vision of a 10-minute procurement[55:00] – How to reach Derek and learn moreLinks & Resources:• GovSignals AI• Derek Hoyt on LinkedIn• Chelsea Roberts on LinkedIn🎧 Listen now on:🔹 Apple: https://podcasts.apple.com/us/podcast/govcon-unscripted/id1766384482🔹 Spotify: https://open.spotify.com/show/1NL0kFAvmgECLTJpUZYNHyLike and follow us:🔹 YouTube: https://www.youtube.com/@GovConUnscriptedUS🔹 Facebook: https://www.facebook.com/govconunscriptedpodcast/🔹 LinkedIn: https://www.linkedin.com/showcase/govcon-unscripted/posts/🔹 Join our #govcon #community: https://www.linkedin.com/groups/14618490/New to GovCon? Here's a guide for you:https://share.hsforms.com/288nO18bsRCCmdJZL66pClwbzmvx21 AI Prompts to Supercharge Your GovCon BD Engine:https://collaborativecompositions.com/21-ai-prompts-to-supercharge-your-govcon-bd-engine/