# Ep. 57 - Why Contractors Can’t Afford to Skip the Contract: Bid Reviews, Clauses, and Hidden Risk Page: https://stenobird.com/podcast/construction-conversations-6912327/ep-57-why-contractors-can-t-afford-to-skip-the-contract-bid-reviews-clauses-and-hidden-risk Text version: https://stenobird.com/podcast/construction-conversations-6912327/ep-57-why-contractors-can-t-afford-to-skip-the-contract-bid-reviews-clauses-and-hidden-risk.md Podcast: [Construction Conversations](https://stenobird.com/podcast/construction-conversations-6912327) Published: 2026-08-11T13:00:00+00:00 Episode link: https://constructionconversations.podbean.com/e/when-contracts-bite-hidden-clauses-that-hurt-subs/ Audio file: https://cohst.app/pdcst/0O5O7L/mcdn.podbean.com/mf/web/wnw6tvaxk4ct5b2t/Stephen_Month_7_Pod_3_Audiobggwx-vq5pcy-Optimized.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/construction-conversations-6912327/episodes/ep-57-why-contractors-can-t-afford-to-skip-the-contract-bid-reviews-clauses-and-hidden-risk Duration seconds: 3655 ## Resource In this episode, Justin Ullman and Andrew Rener discuss how AI and data analytics are transforming construction risk management, contract review, and project execution. They explore the future of Rhino Docs, knowledge graphs, and how technology can augment human expertise in the industry. Today's Guests: Andrew Rener: https://www.linkedin.com/in/andrew-rener-phd-pe-dbia-f-asce-956821a/ Justin Ullman: https://www.linkedin.com/in/justinullman/ Episode Sponsors: Check Out Trunk Tools: https://trunktools.com/ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/construction-conversations-6912327/episodes/ep-57-why-contractors-can-t-afford-to-skip-the-contract-bid-reviews-clauses-and-hidden-risk/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/construction-conversations-6912327/ep-57-why-contractors-can-t-afford-to-skip-the-contract-bid-reviews-clauses-and-hidden-risk.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.