{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Affordable Housing & Real Estate Investing","title":"How to apply AI as an asset manager in Affordable Housing","html":"","width":"100%","height":180,"duration":2085,"description":"On the Affordable Housing & Real Estate Investing Podcast, the best podcast for affordable housing investments hosted by Kent Fai He, Kent goes solo to explain exactly how affordable housing developers, asset managers, and property managers can use Claude AI and Claude Skills to cut manual compliance work, standardize operations, and build AI agent teams that run real tasks automatically.Before starting this podcast, Kent worked alongside data scientists and machine learning engineers to implement decision-making systems based on customer value, including lead scoring and customer lifetime value. That experience taught him one rule that still applies directly to Claude: the quality of your inputs determines the quality of your outputs, every time.This episode covers:What an AI model is, explained for non-technical peopleThree vocabulary words every housing professional needs: model, prompt, outputWhy vague prompts produce unusable output and how to write instructions that work the first timeWhat a Claude Skill is: a saved .md file of instructions Claude follows every time you call itHow to build Skills for underwriting, grant writing, and compliance (i.e., starting with the most-restrictive-first rule for allocating expenses across HOME, CDBG, tax credit equity, etc)A four-Skill compliance agent that handles invoice classification, fund allocation, and draw request outputHow to automate a five-step annual tenant recertification workflow using an AI agent teamWhy learning this is as foundational as knowing how to use ExcelCommon questions this podcast episode answers:What is a Claude Skill? A Claude Skill is a saved set of instructions in a .md file that Claude follows every time you call it for a specific job. You write the rules once and Claude applies them consistently without re-explanation.What is the most restrictive funding source for affordable housing compliance? When you have multiple funding sources, you allocate each expense to the most restrictive...","thumbnail_url":"https://img.transistorcdn.com/xDB8QhkLtarSR6cPw7Foe38b-OmGTS01-PZeGTtWOaw/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQ2NDA2LzE2OTg0/NTU1NDQtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}