DPR AIHard questions
FAQ & risk factors — the hard questions, answered
Everything here follows the same rule as the rest of the room: real facts are called facts, models are called models, and unknowns are not filled with theater.
Traction
Do you have paying clients and revenue yet?
DPR is early-stage. What is real today is the published method, the $8k–$15k two-week pilot with a money-back promise if the agreed number does not move, the pricing ladder. The MRR ladder is a stated model, not achieved revenue.
Broker-dealer risk
Isn’t the capital side a broker-dealer / securities risk?
That is the biggest legal risk, so the model is built around a firewall: introductions and information only, a flat investor subscription instead of success fees, equity only for build work, and verified-accredited investors only. DPR is not a broker-dealer, does not give investment advice, and does not guarantee any raise. Not legal advice.
Revenue shape
Concentration risk?
Yes. On a tiny base, losing one anchor retainer or one annual investor subscription is a cliff. The mitigation is not hand-waving: add more logos, avoid counting lumpy equity as MRR, stage the mix, and model annual renewals separately from monthly retainer churn.
Pricing
Why can DPR charge more than a basic AI shop?
The wedge is regulated and data-sensitive work: legal, health, fintech, and insurance. Buyers pay more when the AI is checked, measured against one honest number, owned by the client, and handed over with no lock-in. The price also depends on senior delivery, not a junior factory.
Ownership
Who owns the work and data?
Clients own what DPR builds for them, and client data stays on client systems. The no-lock-in claim matters only if the handoff is real: code, docs, and operating notes need to be usable without DPR in the middle.
Risk factors
Short list of the real risks
| Risk | Plain-English version |
|---|---|
| Execution and hiring risk | DPR must hire senior builders without lowering the quality bar or turning custom work into poor work. |
| Regulatory risk on the capital side | The broker-dealer firewall has to hold in practice, not just on a page. This is not legal advice; DPR needs counsel before launch. |
| Single-founder / key-person risk | Early execution depends heavily on one senior operator until hiring and process depth catch up. |
| Concentration risk | At small revenue scale, one lost retainer or annual subscriber can materially change the business. |
Honesty note
No invented clients, logos, testimonials, or achieved revenue are claimed here. Any legal statement is a business summary, not legal advice.