AFFETTO
PHASE: PRE-LAUNCH — 2026
01 AI-NATIVE OPERATING SYSTEM FOR DENTAL.

You deliver the care. Affetto runs everything else.

A single AI engine running every workflow behind your practice — front desk, scheduling, billing, hiring, growth — whether you operate one location or fifty.

LIVE THE ENGINE, IN MOTION.

One entity, end-to-end. No human in the loop.

Trace 01 / 05
PATIENT Mrs. Okafor · 14 month recall · re-engagement
A patient, end-to-end. Six seconds. The same engine moves a claim, fills a gap on the schedule, onboards a new provider, and closes a procurement loop. One substrate. Nine agents. End to end.
02 WHAT IT DOES.

Nine agents. One substrate. Always coordinating.

Each agent runs its own workflow but writes to a shared canonical substrate — so a recall booked by Patient automatically threads through Schedule, Treatment, Revenue, and Finance without anyone reaching across systems.

When the featured agent acts, downstream agents pulse — a single substrate handing off in real time. TAP A TILE TO FOCUS →
03 THE SYSTEM.

One engine. Any practice management system. Any scale.

A single execution engine reading from a canonical data contract, indifferent to which practice management system feeds it. Switch sources without restarting agents. Add new ones without rebuilding.

L0
Source
EXTERNAL / ANY VENDOR
Dentrix Eaglesoft Open Dental Curve Dental + any other
L1
Connectors
AFFETTO / INFRASTRUCTURE
adapter / Dentrix adapter / Eaglesoft adapter / Open Dental + n adapters
L2
Contract
KEYSTONE / CANONICAL
SCHEMA v0.4.1
patiententity appointmentevent claimdocument productionledger payerparty
L3
Engine
EXECUTION / 9 AGENTS
TRT RCM FIN PAT SCH CMP PPL MKT PRC
ACTIVE SOURCE Dentrix STABLE

Affetto is source-agnostic. Connect to any practice management system, EHR, billing platform, imaging system, or custom internal tool. The list above is illustrative — the architecture supports n+1 sources.

"

The next decade of dentistry will be defined less by the care delivered and more by the operations that make care possible at scale.

AFFETTO FOUNDING THESIS · 2026
04 OPERATING ENVIRONMENT.

Five forces, converging.

Five forces are reshaping dental at once — and converging on the same problem: the operational layer between the practice floor and the business that runs it.

01 / 05
Consolidation

The acquirer can write the check. The integration is the hard part.

Roughly a hundred thousand independent practices will change hands this decade. The capital is there. The integration playbook is not.

Every acquired practice arrives with its own PMS, its own coding habits, its own front-desk rituals. The work that decides the deal isn't due diligence — it's the operational thread that has to run, day one, across systems that were never designed to talk.

02 / 05
Restructuring

More than a third of dentists want out of PPO networks within five years.

Each transition is a six-month operational rebuild — fee schedules renegotiated, statements rewritten, payment plans reworked, every patient re-explained the math. About a quarter of practices that start the conversion abandon it before it finishes.

The bottleneck is not strategy. It is bandwidth.

03 / 05
Labor

Coordination is the line item that doesn't show up on the P&L.

A two-operatory practice runs four nonclinical roles: front desk, scheduling, billing, and an office manager who covers everything that breaks. The cost of those roles has outpaced the cost of the care delivered inside the rooms behind them.

Turnover at twelve to eighteen months is the operating norm. Every departure is another integration, in miniature.

04 / 05
Autonomy

The quiet shift from interface to actor.

Until recently, software described work. It surfaced fields, ran reports, kept the books — and waited for a human to act. That contract held for forty years.

Foundation models can now perform the work, not only describe it: read the message, decide the response, draft the claim, schedule the call, follow up on the answer. The interface is now optional.

05 / 05
Fragmentation

The bottleneck is no longer features. It is the connective tissue.

The tooling layer has multiplied without unifying. A mid-size practice runs eleven active subscriptions on average. Every one of them is good at the slice it owns. None of them speak to each other.

Adding a twelfth tool does not make the stack better. It makes the seams between tools the dominant cost.

§

None of these are new on their own. What's new is that they're all landing in the same place at the same time.

§ Converging
05 OUTCOMES.

What it produces.

01

Run multiple locations with the team of one.

Operational headcount no longer scales linearly with footprint. The same engine that runs one practice runs ten.

02

Acquire and integrate without rebuilding operations.

The same engine spans diligence, transition, and steady-state. New practices go live in 21 days, not 6 months.

03

Real-time visibility from chair to corporate.

Practice operations and business operations on the same data substrate. No reporting cycle. No spreadsheet truth wars.

06 ACCESS.

Request early access.

Open to practice owners, group operators, DSOs, and institutional investors. We are taking on a small number of partners ahead of public release.

Founders read every reply.