FOR PHYSICIANS. This is a professional automation service delivered by a board-certified family doctor with hands-on AI-automation expertise — not an AI-generated consult. Your practice details are reviewed by a person.
Practice automation · Consultation · Done-for-you plan

Let us automate your practice — and hand you your life back.

We automate medical practices with AI: intake, history-taking, results routing, patient messaging, forms, documentation. These systems exist because a board-certified family doctor built them to escape his own 2 AM charting mountain. Tell us about your practice below. We design an automation plan tailored to how you actually want to work, and send it to you. Consultations available.

⚠ A warning to solo doctors — read this before the levels below

Do NOT invest in AI automation in your practice to save money — AI and secure systems are very expensive, and building securely without programming knowledge is not realistically achievable. This is a warning to solo doctors.

The levels of automation — pick where you want to land

LEVEL 0Manual (where most practices are)

You and your staff do everything by hand. Nothing wrong with it — but every form, every result, every message is human time.

LEVEL 1Assisted — AI drafts, you approve

AI prepares intake summaries, drafts patient replies, pre-fills forms and referral letters. You review and send. The fastest quality-of-life win; nothing goes out without you.

Best for: cautious practices, first step, high-touch specialties

LEVEL 2Structured — the intake & results engine

Patients complete a conversational AI intake before they arrive; results are auto-routed and each one gets a drafted patient message (normal or abnormal). Your worklist shows only what actually needs you, deduplicated, never recycled.

Best for: high-volume primary care, walk-in, telehealth

LEVEL 3Council — multi-AI reasoning with citations

Cases run through multiple AI models that debate and reach consensus, each position citing studies and guidelines. You get a decision-ready card; you confirm. Deterministic templates, fail-closed — no chat drift.

Best for: complex panels, chronic disease management, second-opinion workflows

LEVEL 4Orchestrated — the full carousel

All your intake channels (messaging, fax, email, rosters) feed one pipeline: scan → actionable rule → gated cards → your decision → an executor that carries it out and logs everything, idempotently. You swipe; the practice runs.

Best for: clinics ready to scale throughput without adding staff

LEVEL 5Autonomous front office (physician-supervised)

The routine runs itself under your standing rules; you supervise exceptions. The rule never changes: the work is AI, the verification is 100% yours. This is the frontier — we build toward it with you, safely.

Best for: physicians who want maximum leverage and are comfortable owning the guardrails

Tell us about your practice

Fill this in. It goes straight to Dr. Font (info@instanthpi.ai), who reviews it personally and replies with a proposed plan and the automation level that fits — or books a consultation.

Do NOT include any patient-identifying information in this form — describe your practice, not patients. Your details are reviewed by a physician, not an AI, and used only to design your automation plan. We reply from info@instanthpi.ai.

Tools for the Modern Doctor — maquettes

Working blueprints from our own practice — not certified products. Each is a starting kit you (or Claude Code) build from A to Z for your clinic, with the exact tools and sources named. Everything AI produces, you review before use.

MAQUETTEPDF Filler — form + your note in, filled form out

Give it any fillable PDF and paste the patient conversation or SOAP note; AI fills the fields from your text — blanks flagged, never invented. Local-model option for full privacy; .exe build included. Built on pdf-lib (MIT) + any OpenAI-compatible LLM.

MAQUETTEAI Phone Intake — the calling system

An AI voice agent phones the patient before the visit and runs the whole intake — questions, HPI confirmation, the 10 follow-ups — so ~95% of your work is pre-made. The guide covers the secure build (AWS Nova Sonic under BAA) vs. the prototype build (ElevenLabs+Twilio, never real patients), plus every difficulty we hit running it ourselves.

Why us

We are not a vendor selling you a dashboard. We are a working physician who automated his own practice end-to-end and open-sourced the engine. You get plans grounded in real clinical workflow — de-identified AI processing, physician-owned verification, deterministic pipelines that fail closed — not hype. Prefer to learn it yourself? The same systems are taught, copy-pastable, in the courses. Want it built for you? Use the form.