Precision Practice AI Medical, Clinical, and Wellness Program Disclaimer

Precision Practice AI is a provider-facing artificial-intelligence tool that supports clinical workflow, education, research, organization, and the creation of draft wellness-program materials. It may generate draft content related to nutrition, exercise, lifestyle, recovery, supplements, weight management, peptides, and other wellness modalities based on information submitted by an authorized user.

Precision Practice AI does not make autonomous clinical decisions and does not replace independent medical reasoning, professional judgment, a complete patient assessment, diagnosis, treatment planning, prescribing decisions, informed consent, documentation, monitoring, follow-up, or care by a qualified licensed health-care professional.

AI-generated responses, analyses, suggested protocols, program drafts, templates, educational materials, recommendations, calculations, summaries, and other outputs (collectively, “AI Output”) are provided as informational and decision-support drafts only. AI Output is not a medical order, prescription, standing order, diagnosis, final treatment plan, authorization to provide care, legal advice, pharmacy advice, nursing advice, or a substitute for independent professional judgment.

AI Output may be inaccurate, incomplete, outdated, unsupported, biased, based on incorrect assumptions, or unsuitable for a particular patient, clinical setting, or jurisdiction. It may omit relevant medical conditions, medications, supplements, allergies, contraindications, interactions, examination findings, laboratory information, risks, monitoring requirements, alternatives, legal restrictions, or other clinically material information. Precision Practice AI does not guarantee the accuracy, completeness, timeliness, safety, clinical appropriateness, regulatory status, or suitability of any AI Output.

Every AI-generated patient program is a draft only. It must not be communicated to, assigned to, or implemented for a patient until the responsible qualified provider has independently reviewed the patient’s complete clinical context; verified all clinically material information; modified the draft as necessary; determined that the final plan is clinically appropriate and legally permissible; completed any required informed-consent process; documented the applicable decision-making; electronically approved the program; and determined appropriate monitoring and follow-up.

The responsible provider retains sole responsibility for the final patient-facing plan and for all associated professional decisions, including patient assessment, diagnosis, treatment planning, prescribing, peptide selection, dosing, titration, route, duration, screening, contraindications, medication and supplement interactions, laboratory review, risk evaluation, informed consent, documentation, referral, monitoring, follow-up, and patient communication.

Precision Practice AI must not be used as the sole or primary basis for any diagnosis, prescribing decision, medication or peptide selection, dosing or titration decision, treatment decision, emergency decision, or other individualized clinical determination. Precision Practice AI must not autonomously send, assign, prescribe, dispense, publish, or implement any patient plan.

Where AI Output addresses peptide therapy, prescription medication, compounded preparations, dosage, titration, route of administration, duration, laboratory monitoring, contraindications, adverse effects, interactions, or follow-up, the output is a preliminary decision-support draft only. It is not a prescription, standing order, dispensing instruction, or authorization to administer treatment. The responsible qualified provider must independently evaluate the patient and verify applicable evidence, product information, regulatory requirements, compounding requirements, professional standards, and jurisdiction-specific restrictions before taking any action.

Users must operate within their lawful scope of practice, licensure, credentialing, supervision or collaboration arrangements, institutional policies, and applicable federal, state, local, and professional requirements. Precision Practice AI does not determine whether a recommendation is legally permitted, clinically appropriate, medically necessary, FDA-approved for a particular use, lawfully compounded, available, or reimbursable in any jurisdiction.

Users must not submit protected health information, personally identifiable information, or confidential patient information unless Precision Practice Mastery has specifically authorized that use in writing and the application environment has been configured for that purpose under applicable privacy, security, contractual, and operational requirements.

To the fullest extent permitted by law, Precision Practice Mastery, Precision Practice AI, and their owners, officers, instructors, employees, contractors, contributors, and partners disclaim liability for losses, injuries, claims, damages, adverse events, regulatory consequences, patient outcomes, or other consequences arising from unreviewed, inaccurate, incomplete, unlawful, inappropriate, or otherwise improper use of Precision Practice AI or any AI Output.

Precision Practice AI is a provider-facing artificial-intelligence tool that assists authorized users in organizing provider-entered information and generating draft wellness-program materials. The platform may address nutrition, exercise, lifestyle, recovery, supplements, weight management, peptides, and other wellness modalities.

The product must be positioned and built as clinician-controlled draft generation and decision support, not autonomous diagnosis, treatment planning, prescribing, or patient management. Every patient-specific output must remain a draft until independently reviewed, edited as appropriate, approved, electronically attested to, and released by the responsible qualified provider.

These are build requirements, not optional copy placements.

• The AI must never autonomously send, publish, assign, prescribe, dispense, implement, or release a patient program.
• A provider must be required to review and electronically attest before a patient program can be exported, printed, emailed, sent through a portal, shared by text, or otherwise released.
• The patient-facing document must identify the responsible provider and state that the plan was reviewed and approved by that provider.
• Every AI output must carry a visible label: AI-generated draft — clinician review and approval required.
• Program output must visibly distinguish AI-generated content from edits or approval by the responsible provider, where technically feasible.
• The system must preserve an audit record of the provider, date/time, user inputs, AI model/version, generated output, edits, provider attestation, approval, release method, and release date/time.
• Non-clinical users must not have permission to approve, sign, release, prescribe from, or represent themselves as the responsible clinician for a patient program.
• The application must warn or block the entry of PHI or patient identifiers unless the platform has been specifically configured, contracted, and approved for compliant PHI processing.
• The system must interrupt high-risk workflows involving prescriptions, peptide selection or dosing, medication changes, acute symptoms, abnormal laboratory results, pregnancy, serious comorbidities, emergency symptoms, or patient-specific treatment decisions.

Where each control appears in the product, and what it requires of the user.

Shown during account creation. Acceptance is required before a provider can activate an AI account. The full master disclaimer is presented in a scrollable panel, with separate links to the Terms of Use and Privacy Notice; the acknowledgment is never pre-checked.

• I have read and agree to the Precision Practice AI Medical, Clinical, and Wellness Program Disclaimer, Terms of Use, and Privacy Notice.

Required buttonI Agree and Continue

Audit fields: user ID, legal name, credentials, role, organization, timestamp, IP/device data as appropriate, version number of disclaimer accepted.

Required at first login before the user can open the AI prompt or program builder. Re-presented annually and after material changes to platform scope or legal terms.

I represent and warrant that I am either: (1) a currently licensed health-care professional acting within my lawful scope of practice; or (2) an authorized member of a health-care practice acting under legally required supervision and only within the limits of my training, authority, assigned duties, and applicable supervision arrangement.

I will use Precision Practice AI only within my lawful authority. I will not use Precision Practice AI to diagnose, prescribe, administer, recommend, delegate, supervise, or facilitate care beyond my licensure, scope of practice, credentialing, supervision requirements, institutional privileges, or applicable law.

• I confirm that I am authorized to use this tool and will use it only within my lawful professional role and authority.

Required before the user submits the first AI question in each new session. Re-displayed if the user begins a patient-specific program or after a long session timeout.

Precision Practice AI can respond only to information entered by the user. It does not independently access or verify the patient’s complete record, medication list, allergies, diagnoses, examination findings, laboratory results, contraindications, pregnancy status, mental-health status, prior treatment history, or other clinically relevant information.

Do not assume that Precision Practice AI will identify missing information, recognize every contraindication or interaction, or correct inaccurate, incomplete, ambiguous, outdated, or misleading input. The responsible provider must independently verify all clinically material facts and must not use AI Output to fill clinical-information gaps or replace a complete assessment.

Do not enter protected health information, patient identifiers, or confidential information unless this platform is expressly authorized and configured for compliant use of that information.

• I confirm that I am authorized to submit this information, that I will independently verify it, and that I will not rely on AI Output as a substitute for my own clinical reasoning, assessment, or judgment.

Required before the AI creates the first patient-specific wellness-program draft in a session.

I understand that Precision Practice AI will generate a draft program based only on the information submitted. The draft is not automatically personalized, clinically appropriate, safe, complete, or approved for any patient. I must independently review, modify as needed, approve, and document the final program before it is communicated to or used with a patient.

• I understand that every AI-generated patient program is a draft requiring my independent clinical review and approval.

Displayed continuously directly above or immediately below the AI prompt field. It remains visible without requiring the user to open a link.

AI output is a clinician-review draft only. It may be inaccurate or incomplete and does not replace independent medical reasoning, patient assessment, or clinical judgment. Independently verify all information before acting.

Shown at the top of every response and at the top of every generated patient-program draft.

AI-generated draft — clinician review and approval required. This output may be inaccurate, incomplete, or inappropriate for a particular patient. It is not a diagnosis, prescription, medical order, final treatment plan, or substitute for independent clinical judgment.

The following fields are shown with every generated program, where applicable:

• Information supplied by the user
• Date and time generated
• AI model/version
• Assumptions and missing-information flags
• Any cited sources or evidence links
• High-risk flags or warnings
• Draft status
• Responsible-provider review status

Providing a provider with the basis, inputs, logic/assumptions, and limitations of an AI recommendation supports independent review, which is a central consideration in FDA’s current clinical decision support guidance.

Shown on the final program-review screen before signature. The provider is shown the entire final patient-facing program, not merely a summary, and has a meaningful opportunity to edit it.

Review the complete final program before approval. Confirm that all recommendations are clinically appropriate for this patient, legally permissible, within your professional authority, consistent with current evidence and applicable product information, and supported by appropriate monitoring and follow-up.

• I reviewed the complete final patient-facing program.
• I independently verified the clinically material content, including patient-specific appropriateness, contraindications, interactions, safety considerations, and monitoring/follow-up needs.
• I made all edits necessary for the final program to reflect my own independent professional judgment.

The user must scroll through or positively navigate all program sections before the final-signature button becomes active. Scrolling alone is not treated as proof of clinical review; the explicit attestations are retained.

This is the final mandatory gate before any patient program can be released, exported, printed, shared, or assigned. The provider must do more than check a single box.

By electronically signing this program, I certify that I have personally reviewed the complete final patient-facing program and have exercised my own independent professional judgment.

I certify that I have independently assessed the patient’s relevant clinical circumstances and verified all clinically material content, including, as applicable, history, diagnoses, medication and supplement use, allergies, contraindications, interactions, laboratory data, examination findings, risk factors, goals, preferences, pregnancy status, informed-consent needs, monitoring needs, and follow-up requirements.

I have determined that the final program, including any nutrition, exercise, lifestyle, supplement, peptide, medication-related, or other wellness recommendation, is clinically appropriate for this patient, legally permissible, and within my licensure, scope of practice, credentialing, supervision arrangement, institutional privileges, and applicable jurisdictional requirements.

I understand that Precision Practice AI generated a draft only. I—not Precision Practice AI or Precision Practice Mastery—retain responsibility for the final patient-facing plan; all diagnosis, treatment, prescribing, consent, documentation, implementation, monitoring, referral, follow-up, and patient-communication decisions; and all associated professional obligations.

I will not rely on AI Output as the sole or primary basis for a diagnosis, prescription, peptide or medication selection, dosing or titration decision, treatment decision, triage decision, emergency decision, or other individualized clinical determination.

• I have personally reviewed the complete final patient program.
• I certify that the program reflects my independent professional judgment and is appropriate for release to this patient.
• I accept responsibility for the final patient-specific plan and the associated clinical decisions and professional obligations.

Required final actionSign and Approve for Patient Release

A generic Save, Continue, Generate, Finish, or I Agree button is never used as the final approval action.

Required fields:

• Provider full legal name — prefilled but editable only through account settings
• Professional credentials — prefilled from verified profile
• License state(s) and license number(s) — prefilled from verified profile where applicable
• Practice / organization name — prefilled
• Typed signature — provider must type their full legal name exactly as shown in the profile
• Signature date and time — automatically generated; display in provider’s local time and retain UTC server time

Safeguards applied to the signature:

• The final-action button stays disabled unless all required fields, the typed signature, and every attestation are completed.
• The typed signature is matched against the provider’s verified legal name, allowing a defined normalization rule for capitalization and permitted middle-name variations.
• A signature event is recorded with immutable timestamp, authenticated user ID, program ID, program version, final content hash, AI model/version, attestation text version, IP/device information where lawful and appropriate, and relevant provider credentials.
• The signed program version is locked after approval.
• If any substantive content is changed after signature, the status automatically changes to Draft — Re-signature Required and release is prevented until the responsible provider signs the new version.
• Only authorized clinician roles may sign and approve; staff, coaches, and administrative users may not sign on a provider’s behalf.
• The approved provider’s name, credentials, signature date/time, and program version are displayed in the final patient-facing record.

Applied on every export, print, email, portal-send, download, copy-to-EHR, text-message, or share action.

A patient-facing program may be released only after the responsible provider has completed Final Provider Approval and Signature for the current program version.

• If no valid signature exists, release is blocked and the user is routed to Final Provider Approval and Signature.
• If the program changed after signature, release is blocked and the user is shown: This program was changed after approval. Re-signature by the responsible provider is required before release.
• If the user attempting release is not the signing provider, release is allowed only where the workflow and counsel approve delegated administrative release; in that case the responsible provider’s signed approval is shown and the releasing user’s identity is preserved in the audit log.

Automatically included at the bottom of every patient PDF, portal page, printout, email attachment, and patient-accessible plan. It is not removable by ordinary users, and the provider name, credentials and date are populated from the signed approval record rather than manual free text.

This wellness program was reviewed and approved by [Provider Name, Credentials] on [Date]. Artificial intelligence may have assisted in preparing a draft, but AI does not replace your provider’s clinical judgment or your individualized medical care.

Follow this program only as directed by your treating provider. Do not begin, stop, change, or combine medications, peptides, supplements, exercise routines, nutrition plans, or other therapies without discussing them with your provider. Contact your provider promptly if you experience side effects, new symptoms, worsening symptoms, or questions about your plan. For a medical emergency, call 911 or local emergency services immediately.

Applies to the community rules, the pinned welcome post, and onboarding acceptance for any collaboration area.

This community exists for education, collaboration, and general discussion only. Posts, comments, messages, files, and recommendations shared by members, moderators, or guests reflect the views of the individual author and are not verified or endorsed as professional advice by Precision Practice Mastery or Precision Practice AI.

Do not post protected health information. Do not request or provide patient-specific medical advice in community spaces. Members remain responsible for independent professional judgment, lawful practice, privacy compliance, and all patient-care decisions.

Shown on all marketing pages, platform pages, course pages, community pages, and legal-page footers with a direct link to this full disclaimer.

Educational and provider-support use only. Precision Practice AI does not replace independent medical reasoning, clinical judgment, patient assessment, or professional care. AI-generated content requires qualified provider review and approval before patient use.

The business must make an explicit product decision before launch:

• No-PHI version: Block or prohibit patient identifiers and PHI; communicate this unambiguously in the interface; design prompts and records so users can work only with de-identified information.
• PHI-enabled version: Do not enable until privacy counsel, security leadership, and appropriate vendors have approved the data architecture, contracts, access controls, audit logging, retention policy, user permissions, incident-response process, and applicable business-associate arrangements.

A disclaimer alone cannot make PHI processing compliant. AI systems used with protected health information require appropriate privacy, security, and contractual safeguards when HIPAA applies.

Marketing language must not contradict the product workflow or imply autonomous medical decision-making, medical validation, safety, or guaranteed patient outcomes without appropriately substantiated claims. FTC guidance requires health-related claims to be truthful, non-misleading, and supported by appropriate evidence; qualifications needed to prevent deception should be clear and conspicuous.

Not used without specific counsel review and substantiation:

• “AI-created personalized treatment plans”
• “The AI tells you what peptide to prescribe”
• “Safe peptide dosing in seconds”
• “AI diagnoses what your patients need”
• “Clinically proven AI recommendations”
• “Evidence-based plans for every patient”
• “Guaranteed patient outcomes”
• “Replace hours of clinical thinking”
• “No more guesswork”

Safer positioning language:

• “Provider-facing drafts for clinician review”
• “Clinician-controlled program-building workflow”
• “AI-assisted organization of provider-entered information”
• “Draft outputs designed for independent professional review”
• “Provider-support tool; not a replacement for clinical judgment”
• “Workflow assistance for authorized health-care professionals”

The central legal issue is not whether the platform includes a disclaimer. It is whether the product’s actual design supports the claim that a qualified provider independently reviews the basis of every clinically relevant recommendation and retains responsibility for the final care decision. The full workflow—from data input through output, review, approval, signature, release, documentation, and marketing—must consistently reflect clinician control, transparent limitations, independent review, and appropriate privacy safeguards.