The round
We are not raising to find out whether this works. We are raising to go faster.
The hard, slow, uncertain part of this business is building an ontology and a governed engine against a real practice with a real payer mix. That is what the pilot is for, and it is in progress. What money buys is not discovery. It is the two things that are purely a function of capacity: finishing the product faster, and putting clinics onto it faster.
1 dayonboarding target
A new practice gets its own cloud project, its channels connected, its catchment modelled and its site generated. Not a migration and not a bespoke build — the spoke is provisioned from the same blueprint every time. This is the number the round has to prove at practices that are not our own.
At marketpricing
Priced in line with what a practice already pays an agency to run two channels and nothing else. We are not asking a dentist to pay more for something new. We are asking them to pay about the same and receive considerably more. Pricing is indicative until the first cohort is signed.
Agent-ledacquisition
One agent per metro, paid on subscriptions closed and retained. No demand-generation spend, no enterprise cycle, no committee. Acquisition cost scales with headcount rather than with overhead, which is why the constraint is people rather than budget.
Each of those three is a claim, not yet a proven number, and we would rather label them that way. The pilot is what makes them testable at all: a one-day onboarding is only credible because the spoke is provisioned rather than built, and that is only true because the ontology and the pipelines already exist by the time the second clinic arrives.
What the money does
Two constraints, and money moves both.
Product completion
Engineering capacity, against a scope that is already specified.
- Finish the reasoning engine and the dental ontology against the pilot’s live payer mix, so the axiom set covers every segment a general practice bills rather than the subset a narrow clinic would produce.
- Harden the governance gate to run in front of every generated asset at volume, across FTC, ADA, state board and platform health-content rules.
- Make the spoke provisioning repeatable — the one-day onboarding is an engineering outcome before it is a sales claim.
- Bring engineering in-house. The first hire the round funds.
Clinic onboarding
Capacity to sell and to serve, in that order.
- A sales lead and the first territory agents, Houston then the other Texas metros. The motion is founder-led first and is handed over once it is repeatable.
- The first cohort of paying practices onto the platform, each one a spoke that adds to the hub whether or not it stays.
- Instrumented onboarding so time-to-first-value, cost-to-serve and contribution margin per practice are measured from the first clinic rather than reconstructed later.
- The physician director, which is what opens the adjacent medical vertical rather than a market we like the look of.
What we intend to be able to show at the end of this round: a cohort of paying practices onboarded on the standard blueprint, a measured onboarding time, a measured cost-to-serve and contribution margin per practice, and retention through a renewal. Those are the numbers a seed round should be priced on, and they are the numbers this round exists to produce.
What we heard, and where it came from
The customer problem, in the words of people who have it.
We are pre-launch, so we are not going to show you an NPS score. What we can show is the discovery that built the roadmap: structured jobs-to-be-done interviews with practice owners and office managers, run to separate the job a dentist hires marketing to do from the features they ask for. Capabilities that demoed well and failed against the real job were cut.
“I cannot tell you what my marketing did.”
Every owner we spoke to pays someone monthly and none could attribute a patient to a channel. They receive a report of impressions and clicks and a bill, and the number that matters — new patients, by payer, at what cost — is not in it. Our founder paid for this for three years across multiple agencies before building the alternative.
“They could sign the practice a mile away tomorrow.”
No dental marketing agency we are aware of offers territory exclusivity. An owner is paying a firm that may be running the identical playbook for the practice competing for the same patients. When this came up in interview it produced more reaction than any feature we described.
“Every change is an email and a wait.”
A photo swap, a page edit, a new offer: an account manager, a queue, sometimes a change order. The people closest to the patient cannot change what the patient sees. That is a production-cost problem, and it is the reason generation sits inside the product rather than beside it.
“Nobody could tell me if the market was any good.”
The founding anecdote is also the most common one. A practice changes hands and the buyer receives verified financials and a page of census demographics. Dentists per capita, household turnover, payer mix on the ground, service gaps — none of it is in the diligence pack, and it is the part that decides whether the practice can grow.
Underneath the interviews sits the structural point: a market this fragmented, served this thinly, is not a market with a satisfied customer in it. The sizing and the comparables are set out above, with sources and limits on the evidence page.