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AI-enabled virtual primary care

InstaDoc

InstaDoc’s current homepage separates informational AI results from optional licensed-clinician care. It describes patient choices over escalation and onward sharing. Earlier pricing, prescribing, and legal findings remain historical because the detailed policies could not be refreshed.

Document-based draft Read full report Open directory

Checklist assessment dated October 30, 2026. Independent confirmation is incomplete. Hugo has not personally verified this service.

Leans expands9 of 12 agency checks metDocument-based draft. Independent confirmation incomplete; not product-tested.How categories work

Agency checklist · October 30, 2026

Leans expands 9 of 12 yes

Document-based draft. Independent confirmation is incomplete. Hugo has not personally verified this service.

Assessed function: Patient-initiated InstaDoc AI symptom intake, with optional affiliated clinical care by separate independent clinicians.

A no can mean missing documentation or institution-dependent control; it does not by itself establish harmful behavior. These categories are not clinical safety or product-quality ratings.

  • Public documents do not establish actual product behavior.
  • The independent review screened rules and selected evidence; it did not replicate all twelve answers for this tool.
See all twelve answers and their evidence
QuestionAnswerEvidence / reviewSource and reasoning
1. Told it is AIYesdocumented
Not independently replicated
The Services use artificial intelligence, automation, probabilistic models, third-party systems, rules engines Source

The site is a single-page app, so I read the rendered pages. The home page also says 'our AI checks them'.

2. Operator and model maker namedNonot-documented
Not independently replicated
Quotation not recorded; evidence repair pending. Source

InstaDoc, LLC is named (terms) and the founder is named on the about page. The AI model or maker is not named anywhere I found, including the news article and the site JavaScript.

3. Patient chooses to use itYesdocumented
Not independently replicated
Describe your symptoms and our AI checks them against the same clinical references doctors use Source

The user starts a free symptom check. Clinician care is optional: 'If you choose one of the get care options'.

4. Patient sets the taskYesdocumented
Not independently replicated
Describe your symptoms in plain language. No medical jargon needed. Source

The user sets the question. Intake is built around prescriptions, sick notes and referrals.

5. Patient can decline or stopYesdocumented
Not independently replicated
Describe your symptoms and our AI checks them against the same clinical references doctors use Source

Self-started tool per the Q3 source. The care path for prescriptions starts with AI intake ('AI handles the initial assessment'), so declining AI while getting the same clinician service is not documented.

6. Patient sees the AI outputYesdocumented
Not independently replicated
Shows you what a doctor would likely order: the tests, the treatments, the next steps. Source

The user sees the AI assessment. The about page says 'Get your assessment' before clinician review.

7. Patient can correct or challengeNonot-documented
Not independently replicated
Quotation not recorded; evidence repair pending. Source

Terms require independent physician verification of output but give no route to correct or contest it. The about page invites general feedback by email.

8. Patient can get a copyYesdocumented
Not independently replicated
You may request a copy of your records, request deletion, or file a complaint Source

Request goes through the Contact page. Last Updated June 11, 2026.

9. Patient can deleteYesdocumented
Not independently replicated
You may request a copy of your records, request deletion, or file a complaint Source

Retention periods are not stated. The home page says symptom intake is stored only as needed.

10. Training or sale does not override patient choiceYesdocumented
Not independently replicated
We do not sell your data or use it to train AI models. Source

This is from the home page FAQ. The terms (section 7) also allow de-identified or aggregated data for 'product improvement, research, benchmarking, and business operations', which could include training. The privacy policy does not mention training.

11. Patient can run it or take it elsewhereNonot-documented
Not independently replicated
Quotation not recorded; evidence repair pending. Source

Vendor-hosted only. Terms bar reverse engineering.

12. No advertising or data businessYesdocumented
Not independently replicated
We do not sell PHI. We do not share PHI with advertisers. Source

Terms and privacy say no tracking cookies and no third-party trackers. The terms allow de-identified use for benchmarking and business operations but do not describe sale or licensing. Reviewer should confirm that de-identified use is not a data business.

Initial coding: Claude Sonnet helpers, compiled by Claude Opus 5.5 (Anthropic). Selective review and corrections: GPT-6 Astra (OpenAI). Editor: Hugo Campos. Acceptance of corrections is not product verification.

Checklist rules · Independent review and limitations · Later evidence follow-up

Earlier v1.3 assessment and control finding

Historical assessment under different rules. It does not set the current checklist zone.

Leans expandsEarlier review, before the published method. Documents only.

Agency finding, before method v1.3

Potentially agency-expanding, with clinical-governance, verification, and disclosure contradictions

Legacy editorial placement, pre-method: 82

This profile has not yet been reviewed under the published method. Its finding and any number are editorial placements made before the method existed.

Evidence
Documentary review. Public sources only, no hands-on testing by HugoScore.
Review status
AI draft. No person has settled the findings.
The question we ask Who does InstaDoc serve in this deployment?
Control Patient-initiated InstaDoc AI symptom intake, with optional affiliated clinical care by separate independent clinicians.
Agency read Leans expands
Vendor
InstaDoc, LLC; clinical services are described as provided by Panagea Medical Group, PC
Who it serves
Patient-directed, vendor-hosted AI symptom assessment with affiliated asynchronous clinical care
Primary User
U.S. adults seeking free symptom guidance and, where available, low-cost prescriptions, sick notes, or specialist referral letters
Control Model
Vendor-hosted public service. Controls and downstream processors depend on the assessed deployment.
Patient Impact
Symptom reflection and possible next steps may help patients prepare questions. The claim to use clinical references does not establish visible citations, calibrated uncertainty or validation for a particular answer.
Profile Status
Document-based draft
Last assessed
Oct 30, 2026
Earlier review confidence
Low to medium, current homepage only (AI-assisted draft)
Earlier review model
OpenAI Codex / GPT-6
Earlier human review record
Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.

Earlier evidence and assessment

The sections below preserve the earlier review. Its classifications and provenance are historical; the checklist above gives the current draft classification.

Earlier finding · Legacy editorial placement, pre-method: 82

Method v1.3. The control line is evidence for how the agency finding arose, not a quality score. Legacy editorial placement, pre-method: 82. Not comparable with v1.3 positions.

Potentially agency-expanding, with clinical-governance, verification, and disclosure contradictions

InstaDoc’s current homepage separates informational AI results from optional licensed-clinician care. It describes patient choices over escalation and onward sharing. Earlier pricing, prescribing, and legal findings remain historical because the detailed policies could not be refreshed.

Patient agency

How this tool changes agency

Expands agency when

Symptom reflection and possible next steps may help patients prepare questions. The claim to use clinical references does not establish visible citations, calibrated uncertainty or validation for a particular answer.

Limits agency when

Legal verification requirements, detailed data path, state coverage, final prices, e-prescribing readiness and output correction could not be refreshed.

Patient agency assessment

Who sets and changes the goal?

Patient authority

Patients still define the initial problem and choose clinical escalation. The current homepage makes prepayment review and waiting-time choice more explicit. Whether patients can revise or contest the free AI assessment remains unresolved.

What can the patient understand, question, or do?

Critical capacity

Symptom reflection and possible next steps may help patients prepare questions. The claim to use clinical references does not establish visible citations, calibrated uncertainty or validation for a particular answer.

Can the patient evaluate the conditions of use?

Informed control

Current front-page scope is clearer than the prior urgent-care framing, but anonymity and no-training promises cannot be reconciled against inaccessible policy text in this pass. Clinical and software rights should remain distinct.

Text findings

Why is this tool included?

Brought to HugoScore through a founder-profile screenshot; not an endorsement

A screenshot of founder Jon Pangia's public LinkedIn profile brought InstaDoc to HugoScore's attention on 2026-07-30. The screenshot was treated as a lead, not evidence for product claims. Publishing this draft does not endorse the founder, vendor, medical group, or service.

Conditions of use

Published controls and their limits

Current front-page scope is clearer than the prior urgent-care framing, but anonymity and no-training promises cannot be reconciled against inaccessible policy text in this pass. Clinical and software rights should remain distinct.

What remains unknown?

Not tested or not established

Legal verification requirements, detailed data path, state coverage, final prices, e-prescribing readiness and output correction could not be refreshed.

Who evaluated this?

AI-assisted public-source draft

Vendor statements describe published conditions, not independently verified behavior. No clinical, security, accessibility, or legal validation is claimed. Earlier evidence remains dated in the report and history.

Sources checked

Source-specific findings and retrieval limitations are recorded in the full report.

Earlier review provenance

Criteria

CAIHL-derived HugoScore framework and September 7 qualitative review priorities. Draft v1.2 numerical anchors remain unadopted.

Reviewer

AI-assisted public-source reassessment prepared in OpenAI Codex.

AI / model

OpenAI Codex / GPT-6

Human review

Hugo Campos authorized publication of these AI-assisted draft reassessments on September 8, 2026. This does not claim comprehensive human verification of every finding.

Review date

2026-09-08

Limitations

Legal verification requirements, detailed data path, state coverage, final prices, e-prescribing readiness and output correction could not be refreshed. No live product use, patient-data upload, account creation, code audit, clinical evaluation, or independent implementation validation.

Earlier review method

Focused public-source reassessment using CAIHL: patient authority, critical capacity, and informed control. Existing evidence plus one focused primary-source pass and at most one targeted follow-up. No live product testing. Numerical scores remain provisional editorial placements, not a new calculation.

Document-based draft · Low to medium, current homepage only (AI-assisted draft)