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Using Claude to Build an MHC Capital Raise Deck and LP Memo

By Avi Hacker, J.D. · 2026-06-17

What is an MHC capital raise deck and LP memo? An MHC capital raise deck and LP memo are the two documents a manufactured housing community sponsor uses to raise equity from limited partners: the deck is the visual pitch that frames the opportunity, and the memo is the written investment summary that backs every claim with numbers and risk disclosure. Using Claude to build an MHC capital raise deck and LP memo turns a multi-day writing project into a structured, repeatable workflow where the model reads your rent roll, trailing twelve months, and underwriting model, then drafts a deal-specific narrative you refine and your attorney reviews. For the broader context, see our complete guide to AI manufactured housing investing.

Key Takeaways

  • Claude drafts a deal-specific capital raise deck and LP memo by reading the rent roll, T12, and underwriting model, so the story is grounded in actual numbers rather than a recycled template.
  • The capital raise materials sit upstream of the deal: they raise the equity, which is a different task from monthly LP reporting, due diligence, or drafting the seller offer.
  • A dedicated Claude Project keeps your fund terms, track record, and acquisition criteria in one place so every raise you run is consistent and on strategy.
  • Claude should draft and structure, never decide or attest; a securities attorney must review the memo, and every projection needs a clear assumptions and risk-factors section.
  • The highest-leverage outputs are the investment thesis, the sources and uses table, the return summary, and the risk factors, each of which Claude can draft from your model in minutes.

Why the Capital Raise Document Is Its Own Workflow

Sponsors often blur the documents that surround a manufactured housing deal, but each one does a distinct job. The letter of intent wins the deal with the seller. The due diligence playbook confirms the park is what the broker claimed. The monthly report keeps existing investors informed after closing. The capital raise deck and LP memo do something different: they convert a park under contract into funded equity. That is the document set this workflow builds, and it is the one most sponsors write last and rush most.

The reason it matters is that limited partners decide with these materials. A clear deck and a disciplined memo signal an operator who understands the asset, while a vague pitch signals risk. Claude helps because the raw inputs already exist in your underwriting: the lot count, the in-place lot rent versus market, the expense ratio, the value-add plan, and the projected returns. The model reads those inputs and writes the connective narrative. This is upstream of the post-close reporting we cover in our guide to building a Claude Project MHC operator monthly reporting workflow, and it picks up where deal evaluation, covered in our Claude MHC park evaluation due diligence playbook, leaves off.

Setting Up the Claude Project for Fundraising

Start by creating a dedicated Claude Project so the model has persistent context for every raise. Load it with the assets that do not change deal to deal, then add the deal-specific files on top.

  • Standing context: Your sponsor track record, prior deal results, fund or syndication structure, standard fee terms, and your stated acquisition criteria for manufactured housing communities.
  • Deal files: The signed purchase agreement or LOI, the rent roll, the trailing twelve months of operating statements, your underwriting model output, and the offering memorandum from the broker.
  • Style guide: A short note on tone, the metrics you always report, and the disclaimers your attorney requires, so every draft comes out consistent.

With the Project loaded, the model stops guessing and starts working from your real numbers. The goal is not a generic deck; it is a deck that reflects this specific park, this specific business plan, and your specific firm.

Drafting the Capital Raise Deck

The deck is the emotional and visual layer of the raise, but it still runs on numbers. Ask Claude to draft the slide-by-slide narrative first, then build the visuals around its text. A strong manufactured housing capital raise deck typically covers the opportunity, the asset, the market, the business plan, the financials, the sponsor, and the terms.

A prompt that works: "Using the rent roll, T12, and underwriting model in this Project, draft a 12-slide capital raise deck for this manufactured housing community. For each slide give a headline, three to five concise bullets, and a one-line speaker note. Lead with the investment thesis: in-place lot rent of 320 dollars versus a market of 415 dollars, 88 percent occupancy, and a public-utility conversion plan. Keep every number consistent with the model." Claude returns a structured deck you can drop into your template. Because the deck leans on your valuation work, it helps to have already run the analysis in our guide on AI manufactured housing park valuation pricing so the model cites a defensible value.

Building the LP Memo and Its Core Tables

The memo is where discipline lives. It is the written record an investor reads twice and an attorney marks up. Claude is strongest at drafting the structured sections that must tie precisely to your model.

  • Investment thesis: A tight paragraph on why this park, why now, and how value is created, drawn directly from the rent gap and operational upside.
  • Sources and uses: A table that reconciles total capitalization. Purchase price, closing costs, capital reserves, and fees on the uses side; senior debt and LP equity on the sources side. The two columns must equal.
  • Return summary: Projected investor IRR, equity multiple, and cash-on-cash by year, defined correctly. Cash-on-cash is annual pre-tax cash flow after debt service divided by invested equity, which is distinct from the cap rate on the asset.
  • Risk factors: Honest disclosure of lot-rent assumptions, occupancy risk, interest-rate and refinance risk, and regulatory exposure, written plainly rather than buried.

Ask Claude to generate each table from the model and then to write the prose that explains it. The model is excellent at turning a sources-and-uses table into a paragraph an investor understands, and at flagging where a projected return depends on an assumption that deserves its own caveat.

Guardrails: Where Claude Stops and Your Attorney Starts

This is securities work, and the workflow has hard limits. Claude drafts language; it does not make a private placement compliant. A manufactured housing or securities attorney must review the LP memo, the subscription documents, and any offering structured under Regulation D, including whether you are relying on Rule 506(b) or 506(c). The U.S. Securities and Exchange Commission sets the framework for exempt offerings, and nothing the model produces changes those obligations. Never let Claude invent a track-record figure, soften a risk factor it should not, or state a projected return as a promise. The model is a drafting accelerator and a consistency checker, not the issuer of record. Used inside those guardrails, it removes the blank-page problem without creating compliance risk.

A Practical End-to-End Sequence

Run the raise as a sequence rather than one giant prompt. First, ask Claude to extract and verify the deal facts from the rent roll and T12, and to flag any inconsistency against the underwriting model. Second, have it draft the investment thesis and confirm the rent gap and return math. Third, generate the deck narrative. Fourth, build the LP memo section by section, starting with sources and uses. Fifth, ask the model to red-team its own draft: where is a claim unsupported, where is a risk understated, and where do two numbers disagree. That self-critique pass routinely catches a fee that did not flow into the uses column or a return that assumed an unrealistic exit cap rate. The model named Claude, from Anthropic, handles long context well, which matters when a memo must stay consistent across twenty pages. For firms that want this stood up properly, The AI Consulting Network builds fundraising workflows tailored to manufactured housing sponsors, and CRE investors can reach out to Avi Hacker, J.D. at The AI Consulting Network for a tailored implementation.

Frequently Asked Questions

Q: Can Claude write my entire MHC private placement memorandum?

A: Claude can draft the narrative and financial sections of an LP memo, such as the investment thesis, sources and uses, return summary, and risk factors, working from your rent roll and model. It cannot make the offering compliant. A securities attorney must review the full private placement memorandum and subscription documents before you raise a dollar.

Q: How is the capital raise deck different from monthly LP reporting?

A: The capital raise deck and LP memo are used before closing to raise equity, framing the opportunity and the projected returns. Monthly LP reporting happens after closing to keep existing investors informed of actual performance. They use overlapping data but serve opposite ends of the deal, which is why they are separate workflows.

Q: What inputs does Claude need to draft a strong deck?

A: At minimum the rent roll, the trailing twelve months of operating statements, your underwriting model output, and the purchase agreement or LOI. Adding your track record and standard fund terms lets the model produce materials that match your firm rather than a generic template.

Q: Does using AI create any disclosure obligation to investors?

A: Using AI to draft materials does not change what you must disclose, but every projection still needs clear assumptions and a risk-factors section, whether a human or a model wrote the first draft. The standard is accuracy and full disclosure, and your attorney should confirm the final language meets it.