# 2446: AI for Contractors: Your 90-Day Game Plan

Page: https://stenobird.com/podcast/the-level-10-contractor-daily-podcast-1184502/2446-ai-for-contractors-your-90-day-game-plan
Text version: https://stenobird.com/podcast/the-level-10-contractor-daily-podcast-1184502/2446-ai-for-contractors-your-90-day-game-plan.md
Podcast: [The Level 10 Contractor Daily Podcast](https://stenobird.com/podcast/the-level-10-contractor-daily-podcast-1184502)
Published: 2026-05-20T04:30:00+00:00
Episode link: https://level10contractor.libsyn.com/2446-ai-for-contractors-your-90-day-game-plan
Audio file: https://traffic.libsyn.com/secure/level10contractor/2446.mp3?dest-id=1486781
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/the-level-10-contractor-daily-podcast-1184502/episodes/2446-ai-for-contractors-your-90-day-game-plan
Duration seconds: 2565

## Resource

At the FAST Remodeler Conference, Rich unpacked a practical, contractor-focused roadmap for integrating AI into remodeling businesses. Rather than chasing random tools, Harshaw emphasized first-principles thinking, identity-driven marketing, and human ove

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-level-10-contractor-daily-podcast-1184502/episodes/2446-ai-for-contractors-your-90-day-game-plan/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/the-level-10-contractor-daily-podcast-1184502/2446-ai-for-contractors-your-90-day-game-plan.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.