Archy

A dental practice management system adding an AI layer, and the platform is the purchase. The core product covers charting, imaging, scheduling, insurance, payments, payroll, and patient communication, sold on the proposition that one system replaces a stack of add on tools. The AI is real and increasingly native, notably a scribe and voice perio charting, but a practice buys Archy to replace its practice management software and inherits the AI. The imaging AI is a third party dental detection product embedded through partnership rather than built in house.

Clinician review is the stated model for the clinical AI, and one agent works differently. The scribe produces a complete SOAP note for the clinician to review and sign, voice charting records spoken perio findings into the record, and the embedded imaging AI is positioned as a second opinion during treatment conversations rather than as a diagnostic authority.

Archy Revenue, the payment posting agent, acts without review for the common case: it matches insurance payments to claims and posts those paid exactly as estimated, and routes only the exceptions, which the vendor puts at typically 10 to 20 percent, to staff. That is a stated routing condition, and it also means most posting happens without a person looking at it, so a practice should know how a mismatched posting is detected and reversed.

One useful architectural disclosure and little else. The company is specific that its scribe runs natively inside the practice management system with direct access to the patient chart, treatment history, and planned procedures before recording begins, in contrast to standalone scribes connected through integrations, which is a concrete and verifiable design claim rather than marketing. No model provider, training data, or accuracy measurement is published for any of its own AI features.

The architecture is described and no model provider is named. The vendor states that Archy Scribe listens to the appointment inside the practice management system and pulls in the medical history, the day's codes and the treatment plan to produce a ready to sign note, so the AI works over the whole record rather than one conversation. The Master Service Agreement names the third parties behind payments, claims and payroll, and says subcontractors may include hosting providers without naming them.

No foundation model provider, model class or version is named, no training data source is described, and no subprocessor list covers the AI features. Because the scribe reads the chart before it writes, the content available to whatever systems sit behind that feature is the whole record, so the unnamed chain has a wider reach here than for a standalone scribe.

One further data location detail belongs in the same conversation. An offline imaging mode stores radiographs locally and uploads them when a connection returns, so clinical images exist on practice hardware the vendor does not manage as well as in the platform.

The AI features have no quantified evidence behind them. Claims are qualitative and forward looking, describing reduced after hours charting and faster documentation, supported by named dentist testimonials rather than measurement.

The company also describes portions of Archy Intelligence as rolling out progressively with further agents in development, so some capability is roadmap rather than shipped. That is a fair thing for a company to do and it says so openly, but nothing published separates the components live in the version a practice would receive today from those only described on the site.

Retention of AI inputs is not addressed, and nothing explicit says whether customer data trains models. The Master Service Agreement does set limits: Archy may use customer data solely to provide the service and to generate anonymous product usage data sets stripped of identifiers, and its business associate agreement permits Archy to use protected health information to de identify it under HIPAA's standard. At termination Archy provides a one time export on request and then deletes customer data, though backup copies persist until they are scheduled for deletion. That is a use limitation rather than a categorical commitment on training, and whether de identified data feeds the AI agents is not stated.

What the platform holds, and what the AI layer added to it, give those gaps weight. As a cloud practice management system it holds the complete patient record including radiographs, the scribe adds audio capture of the clinical encounter, and the AI agents read charts, claims and remittances.

One published architectural detail matters here. An offline imaging mode stores radiographs locally and uploads them once a connection returns, so images exist on practice hardware as well as in the platform.

The business associate agreement is published in full. Archy's Master Service Agreement, last updated March 2025, attaches it as Exhibit A and says it applies to Archy's processing of any protected health information; it takes effect when a customer accepts the agreement, including free access and trial customers. It states business associate status, limits use and disclosure to performing the agreement and as required by law, commits to Security Rule safeguards, breach and security incident reporting, flow down of the same restrictions to subcontractors, access, amendment and accounting support for the practice, and return or destruction of data at termination.

Two points weigh against it. Subcontractors are not listed: the agreement says they may include Archy's hosting providers without naming them, and names the payment, claims and payroll providers only as third parties the practice contracts with separately. And the agreement permits Archy to use protected health information to deidentify it under HIPAA's standard, which sits alongside the separate right to create anonymous product usage data sets.

No SOC 2, ISO 27001 or HITRUST attestation of the company's own appears on its public pages. A trust center exists and is linked from the site footer; its own description invites buyers to learn about the security posture and request access to security documentation. It sits on a compliance platform and may hold the attestations; what is clear is that the portal exists and that documentation is available on request.

The Master Service Agreement commits Archy to appropriate technical and organizational security measures and Security Rule safeguards through its business associate agreement, which is a contractual commitment rather than an examination.

A third party listing site attributes ISO 9001 and SSAE 18 to the product, and another listing attributes SOC 2. None of these is the vendor's own publication, and ISO 9001 is a quality management standard rather than an information security one, while SSAE 18 is the attestation standard under which a SOC report is issued rather than a certification.

For a cloud practice management system holding the complete dental record including radiographs, and now running AI agents over it, the missing piece is an attestation of its own with a stated scope.

Archy holds an FDA clearance of its own, not only access to its partner's. Its imaging page states that Archy Dental Imaging holds its own FDA 510(k) clearance as a Class II medical image management and processing system designed to provide images for diagnostic use, and that Pearl AI, built into the suite, carries its own separate clearance.

The positioning is precise because it is drawn in three parts rather than one. The practice management platform and the scribe carry no clearance and need none, since documentation and administration sit outside device regulation. The imaging module is a cleared Class II device for image management and processing. The detection AI inside it is the partner's cleared product. A practice relying on radiographic detection is relying on Pearl's regulatory standing; one relying on the image handling itself is relying on Archy's.

The vendor draws the line again where it matters most operationally. Mobile image viewing, including comparisons, is published as available for reference only and not intended for diagnostic use. That is a statement about where the cleared indication stops.

The clearance is named without its number or date, so it cannot be matched to a public database entry, and the version and indication it covers cannot be confirmed.

No AI governance framework or bias evaluation is published, for either the native AI features or the imaging AI embedded through a third party partnership.

The partnership is a separate matter. Clearance held by the imaging AI vendor covers that vendor's device, and it does not describe how the model behaves once embedded in a different company's practice management system, with that system's image handling and that system's user interface deciding how a finding is surfaced to a dentist. The buyer of the platform is not the holder of the clearance, and no published material addresses monitoring of the combined product as deployed.

Review before commit is stated for the scribe: when the appointment ends a complete SOAP note is ready, with history, codes and treatment plan pulled in, and the clinician reviews and signs it. That is a real mechanism for challenging an output.

Nothing stands behind the output. No accuracy or error figure is published for any AI feature. The Master Service Agreement provides the service as is, with no warranty that it will be error free; caps Archy's liability at fees paid in the preceding twelve months, or $50 for free access and beta releases; places the use of beta features at the customer's sole risk; and requires the practice to defend and indemnify Archy against third party claims resulting from its use of the service.

The architecture raises the stakes of an error. A scribe that pulls in the chart and treatment plan before writing can produce documentation that is confidently wrong in a way a transcription only product cannot, carrying a stale or mistaken element forward from the record into a new note where it looks like fresh observation. Nothing published says whether the draft distinguishes what the system heard from what it read.

The buyer here is typically a small practice without a compliance function, signing the standard terms rather than negotiating representations.

Archy is itself the practice management system, so there is no note to move internally: imaging is built in rather than bridged, with native sensor support and TWAIN compatibility plus offline image capture when the connection drops, and the AI features read and write the same patient record. That is the company's central argument against a stitched together stack, and it is a real one for a practice adopting Archy whole.

Being the record is not interoperability, which turns on what Archy exchanges with systems outside itself. There the evidence is device level rather than record level: TWAIN is a named imaging standard and sensor support is verifiable. No external record exchange is published, with no HL7 or FHIR interface, no dental data exchange capability and no named system on the other end of a connection.

A closed vertical system for a single specialty is a defensible design and a real constraint, because a practice that later wants to move, to join a group, or to send a record to a specialist has nothing published to rely on.

A single cloud platform with a native mobile application for iPhone and Android providing access to schedule, patient messaging, clinical notes, and radiographs. Offline image capture is supported when internet connectivity fails, which is a practical resilience feature for a chairside system. No tenancy, hosting, or data residency terms are published.

Pricing structure is published even though rates are not. The company states one platform price per location with unlimited users and unlimited providers included, explicitly rejecting seat based and provider based pricing, with optional Clinical, Front Office, and Marketing suites layered on and special first year pricing for qualifying new practices. A practice can therefore understand how it will be charged and that adding staff will not increase cost, which is the variable that usually surprises buyers, without learning the actual number.

Its administrative automation covers dental practice operations: insurance preauthorization submission, and Archy Revenue matching insurance payments to claims and posting those paid as expected with exceptions routed to staff, inside the practice management platform.

Single specialty by design: general dental practices, from new practice startups through established offices, with functionality spanning the full operational surface of a dental office including payroll, insurance pre authorization submission, imaging, and patient engagement. This is not a multi specialty or medical product, and no hospital, group medical, or dental service organization enterprise positioning is described.