How I Structured Caipher AI LLC — and What I'd Do Differently

I structured Caipher AI LLC as a holding company that owns multiple operating subsidiaries. I used a standard manager-managed operating agreement with some custom terms I regret and a few I am proud of. Here is exactly how I set it up, what I would change, and why this matters more than people think.

This is not legal advice. I am not a lawyer. Hire one. What this post is: a real-world walkthrough of the choices I made, the tradeoffs I hit, and the questions I wish I had asked my attorney earlier.

Why A Holding Company At All

If you are building one product, you do not need a holding company. A single LLC is fine. I built Caipher as a holding company because I am running 10 different verticals and I wanted separation between them. Separation matters for three reasons.

1. Liability isolation. If the land development vertical gets sued, it does not touch the SaaS business.
2. Sale-ability. I can sell one subsidiary without unwinding the whole company.
3. Clean accounting.Each subsidiary has its own P&L. When I look at the numbers I can tell which verticals earn money and which cost money.

The Structure

Caipher AI LLC is a Wyoming holding company. Wyoming because of the charging order protection and the low franchise fees. The holding company owns 100% of each operating subsidiary. Each subsidiary is a Delaware LLC (or Wyoming for the non-tech ones — details matter less than people think).

I am the sole member of the holding company. The holding company is the sole member of each subsidiary. Two-level structure. Simple. My attorney talked me out of a more complex series LLC structure because the case law is weak and the cost savings did not matter at my stage.

Operating Agreement: What Actually Matters

An operating agreement is the constitution of your LLC. Most founders grab a template, sign it, and never read it again. This is a mistake. The clauses that matter most are the ones nobody wants to negotiate because they only apply when things go wrong.

Manager vs member managed

I went manager-managed with myself as the sole manager. Member managed is the default and it works fine if you have one or two members and no outside passive investors. Manager managed is cleaner when you want to separate ownership from day-to-day decision-making.

Capital contributions

My first draft said I contributed $1,000 to the LLC at formation. My attorney flagged this: if you contribute too little, you cannot claim adequate capitalization, which weakens your liability shield. I upped it to $10,000 and logged a transfer from my personal account to the LLC bank account on formation day.

Distributions

This is the one I spent the most time on. The operating agreement specifies when and how profits get distributed. Default templates say “at the discretion of the manager.” That sounds flexible but it creates tax ambiguity. I put in a minimum annual distribution rule: at year-end, the LLC must distribute enough to cover each member’s estimated tax liability on their share of profits.

This matters because LLCs are pass-through entities. Even if you keep the money in the business, you owe taxes on the profits as if you took them home. The minimum distribution rule protects you from accidentally owing the IRS more than you can pay.

Buy-sell provisions

What happens if I die, become disabled, get divorced, or want to sell? The buy-sell section covers it. I kept mine simple: on any triggering event, the remaining members (or the company) get a right of first refusal at a fair-market valuation set by an independent appraiser. This is overkill for a single-member LLC but I know it will matter later.

Equity Splits (When You Have Partners)

Caipher is single-member. But three of the operating subsidiaries have co-founders with equity. The splits we did:

• Founder equity: vests over 4 years with a 1-year cliff. Same as standard Silicon Valley vesting.
• Accelerated vesting on acquisition: double-trigger. Requires both an acquisition and a termination without cause within 12 months.
• Pro-rata right on future capital raises: every founder gets the right to maintain their percentage.
• Drag-along and tag-along rights: if the majority wants to sell, the minority has to sell (drag), and if the majority sells, the minority gets to sell too at the same terms (tag).

These are standard clauses. They exist because they prevent the most common partnership disasters. Having them in writing from day one is much cheaper than trying to add them after a conflict.

What I Would Do Differently

Three mistakes I made:

1. I formed too fast. I spent $800 on formation services before I had a clear sense of the structure. I later had to pay another $1,200 to restructure. Slow down. Get the structure right before you file anything.
2. I used an online operating agreement template for the first draft. The template was fine but missing the distribution and buy-sell provisions I actually needed. Spend the $800 for an attorney to draft it properly. It is cheap insurance.
3. I co-mingled for the first two months. I paid LLC expenses from my personal card because I had not set up the business bank account yet. That is a liability shield risk. Do not do this. Open the business bank account the week you form the LLC.

Exit Strategy Even If You Are Not Exiting

Think about the exit when you form. Not because you are planning to sell, but because the structure you pick determines how easy selling is. If you ever want to sell a subsidiary, the holding company structure makes it a clean transaction. If you want to take outside investment, the holding company structure lets you raise at the subsidiary level without diluting the other businesses.

Most founders wait until they have an acquisition offer before they think about this. By then, it is too late to restructure without tax consequences. Start the way you want to end.

The Receipts

Caipher AI LLC was formed in May 2025. Holding company plus three operating subs at formation. Added two more subs over the next 6 months. All five run on clean accounting, proper bank separation, and the operating agreement pattern above.

The full operating agreement template (with my attorney’s amendments highlighted), the formation checklist, and the bank account separation playbook are in the Pro vault. This is the single piece of content I wish I had access to when I started.