The Affordable Housing AI Toolkit. Turn any major LLM into a deal assistant.
The Affordable Housing AI Toolkit bundles a curated prompt library, a statutory reference pack, working model templates, and platform-specific setup files. Works with Claude, ChatGPT, Gemini, or any major LLM — bring The Housing Subsidy Brief's analytical depth into the AI tools you already use.
Five components that work together.
The Toolkit isn't a single PDF or a single prompt. It's a fully configured kit you set up once in your AI of choice, then use forever.
Platform Setup Files
Pre-configured system prompts, role specifications, and behavioral guardrails packaged for every major platform: a Claude.ai Project file, a ChatGPT Custom GPT spec, and a Gemini Gem configuration. Pick the AI you already pay for and you're ready in minutes.
Prompt Library (50+ prompts)
Tested prompts for LIHTC underwriting analysis, QAP scoring evaluation, OZ deal structure review, HUD compliance questions, capital stack assembly, and Year 15 disposition planning. Platform-agnostic — paste into Claude, ChatGPT, Gemini, or any major LLM. Each prompt includes example outputs.
Statutory Reference Pack
Curated PDF library: Section 42 of the Internal Revenue Code, key IRS Revenue Procedures and Notices, OBBBA provisions, sample state QAPs, HUD CPD notices, and FHLB AHP guidance. Upload to any LLM that accepts file context for instant retrieval.
Setup Walkthrough Videos
Short screen recordings for each platform showing exactly how to install everything in Claude.ai, ChatGPT, or Gemini, test the prompts, and integrate the reference materials. No technical setup; if you can drag and drop, you can do this.
Lifetime Update Access
Whenever regulations change — new OBBBA guidance, updated AMI tables, revised QAPs, new revenue procedures — you get the updated Toolkit delivered to your inbox. Quarterly minimum, more often for major shifts.
Three steps from purchase to running analysis.
Purchase and receive the kit
Pay $99 once. You receive an instant email with a download link for the entire Toolkit — platform setup files, prompts, PDFs, models, and walkthrough videos.
Install in your AI of choice
Open Claude.ai, ChatGPT, or Gemini (sold separately by their respective providers — Anthropic, OpenAI, Google). Use the matching setup file for your platform, upload the reference pack, paste the system prompt. The video walks you through every click.
Use it for every deal
Start a new chat in your configured workspace anytime. Paste deal terms, ask underwriting questions, run QAP comparisons. Your AI remembers the reference pack and the prompt patterns. You stay in control of your data.
Designed for working practitioners.
✓ Right for you if
- You already pay for Claude, ChatGPT Plus/Team, or Gemini Advanced
- You work on LIHTC, OZ, HOME, HUD, or FHLB deals regularly
- You spend time looking up the same regulatory sections repeatedly
- You want AI assistance but don't want to share deal data with another third-party SaaS
- You're comfortable with file uploads and basic AI chat usage
✗ Not right for you if
- You don't have any paid AI subscription
- You expect a fully managed SaaS with a hosted chatbot (consider Pro instead)
- You need ongoing curated newsletter content (consider Reader or Pro)
- You don't work on affordable housing finance deals
- You want answers without uploading and configuring anything
Before you buy.
Which AI platforms does this work with?
Setup files are included for Claude.ai (Project), ChatGPT (Custom GPT), and Gemini (Gem). The prompt library and reference PDFs are AI-agnostic and work in any major LLM that accepts file uploads — including Microsoft Copilot, Perplexity, and self-hosted models. You need your own paid AI subscription; we don't resell theirs.
Does this replace Pro membership in The Housing Subsidy Brief?
No. They're complementary. Pro gives you curated weekly intelligence, the in-platform AI Q&A, and access to articles. The AI Toolkit gives you a private setup inside your own AI account. Many practitioners use both.
Is the AI accurate enough to rely on?
The Toolkit improves your AI's responses by giving it context, structure, and a reference library — but no AI is a substitute for qualified counsel. Every answer should be verified against primary sources. See our Disclaimer for the full scope.
What if I have setup problems?
The walkthrough videos cover installation for each supported platform. If you still get stuck, email support@housingsubsidybrief.com and we'll help. Setup support is included.
Are refunds available?
Because the Toolkit is a digital download with immediate access to all materials, all sales are final. We strongly encourage reviewing the "What's inside" section above and the FAQ before purchasing. If something materially differs from what we described, contact us.
How often do updates come?
Quarterly at minimum. More often when major regulations shift — for example, we shipped an update within two weeks of OBBBA enactment. Updates are delivered to the email address used at purchase.
Can my team share one Toolkit?
The Toolkit is licensed for individual use. For team licenses across multiple AI accounts, see our Enterprise tier or contact us for a custom multi-seat license.
Ready to specialize your AI?
$99 one-time purchase. Lifetime updates. Immediate access. Use with your own Claude, ChatGPT, or Gemini subscription — no Housing Subsidy Brief platform access required.
Buy AI Toolkit — $99Important: Claude™, ChatGPT™, and Gemini™ are products of Anthropic, OpenAI, and Google respectively. The Housing Subsidy Brief is not affiliated with, sponsored by, or endorsed by any of them. The Affordable Housing AI Toolkit contains third-party-developed prompts, references, and configuration files designed to work with these AI services, each of which requires a separate subscription paid directly to its provider. AI-generated responses are not legal advice, tax advice, financial advice, or investment advice and should be verified against primary sources before any decision or transaction. Always consult qualified counsel, your CPA, and other appropriate professional advisors before relying on any AI output. See the full Disclaimer, Terms of Service, and Privacy Policy.