Penciled: Generative AI voice agents for healthcare
Penciled · Voice & Language · Productivity · Marketing
Penciled is an AI front office assistant for physical therapy clinics on WebPT. It texts patients to book visits, fills cancellations from an automated waitlist, and tracks plan of care completion.
About Penciled: Generative AI voice agents for healthcare
What Is Penciled
Penciled is an AI front office assistant built for outpatient physical therapy clinics that run on WebPT. It handles patient conversations over text and phone, books visits straight into the schedule, and keeps prescribed plans of care on track. The company was founded in 2022, went through Y Combinator's W24 batch, and now works with more than 50 clinics and 200 providers across the U.S. It belongs to a newer group of AI voice agents for healthcare that bolt onto an existing records system instead of replacing it.
The job it takes over is the front desk's worst one. Most physical therapy scheduling software assumes somebody is free to answer the phone all day. A coordinator spends the day chasing reminders, cancellations, and missed visits by phone, and every empty slot costs the clinic money. Penciled answers patient texts, offers open times, and when someone cancels, messages every eligible patient on the waitlist at once. The first to reply gets the slot, and it lands in WebPT with nobody retyping it.
Two limits matter before you sign up. It only talks to WebPT, so clinics on other records systems are out of scope. And the setup is heavy by design: Penciled audits provider hours, appointment types, payer rules, and every active patient record on site, because dirty data breaks automated scheduling. You pay for that work upfront.
Getting Started
- Book an intro call and sign a Business Associate Agreement. Penciled needs the BAA in place before any patient data moves.
- Create or connect your WebPT account. The integration is the only way visits get booked.
- Go through the on-site audit. A Penciled team member reviews your scheduling rules, appointment type mappings, and payer logic, then verifies active patient records in batches.
- Launch at your front desk. Penciled trains your coordinators, billing staff, and therapists, then stays for a day answering patient calls alongside your team.
- Tune the settings. Message templates, hold rules, and cancellation fees are all editable, and the AI follows whatever template you set last.
Product Information
A quick look at Penciled: Generative AI voice agents for healthcare's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- Owners of WebPT physical therapy clinics
- Front desk managers drowning in phone tag
- Multi-location groups
- Solo therapists with no front desk
Tasks
- Filling last-minute cancellations
- Booking initial evaluations from new referrals
- Keeping plans of care on schedule
- Answering routine scheduling questions by text
Scenarios
- High-volume outpatient clinics where a 15% swing in visits changes the month
- Clinics sitting on a two-week intake backlog
- Weekend and after-hours cancellations
Key features
Two-Way SMS That Resolves Conflicts
Reminders alone don't fix a schedule, because a patient who can't make a visit needs to say so. Penciled sends two-way SMS messages, and patients answer YES or NO, ask for another time, or cancel outright. A cancellation automatically triggers the waitlist, and fee policies can be applied in the same thread. Your clinic phone number can appear in the messages, and templates let you set the wording.
Automated Waitlist With Parallel Outreach
Most waitlists die in a spreadsheet. Penciled keeps one inside WebPT and contacts all eligible patients at the same moment when a slot opens. First reply wins, and the booking writes back to the schedule. Patients join in four ways: opting in while scheduling their plan of care, replying to any text, scanning a printed QR code, or being added by the front office.
Plan of Care Completion Tracking
A prescription for three visits a week doesn't help if the patient stops after two. This module reads the frequency a therapist writes into the note, including free-text entries like 2 to 3 times per week, then schedules the highest allowed cadence. Patients get reminders, and the front office gets an alert when someone looks like they'll finish short of the prescribed visits. Customers report 27.5% more visits per case.
Initial Exam Scheduling on Autopilot
New referrals are the easiest revenue to lose, since the first call often goes unanswered. Penciled offers and books initial evaluations as soon as a referral lands, matching slots to each therapist's schedule and checking eligibility and block types first. Optional holds give the patient a window to confirm by text before the time is released.
Rules-Aware Scheduling Inside WebPT
The AI respects your existing scheduling rules instead of inventing new ones. If a block still sits on the WebPT calendar, Penciled won't book into it, even when someone overbooked manually. Provider pods, specializations, and payer-by-payer authorization logic get mapped during onboarding, then applied on every booking.
White-Glove Onboarding With Record Cleanup
Penciled treats messy data as the main risk of putting AI on a clinic schedule. A team member flies out, audits the provider roster, hours, appointment types, and payer list, interviews staff, and verifies every active patient record before enrollment opens in stages. The whole process is documented in a public onboarding guide, and your front desk is trained on launch day.
Pros and cons
Pros
- Books directly into WebPT, so there's no second calendar or duplicate data entry for coordinators.
- Fills cancellations in minutes with parallel waitlist outreach rather than one call at a time.
- Tracks plan of care completion from the therapist's own notes, including free-text frequency entries.
- Signs a BAA and runs on HIPAA compliant infrastructure before any patient data is touched.
- Publishes named case studies with visit volume, call volume, and hours saved, which makes ROI easier to check.
Cons
- Works only with WebPT. If your practice runs Clinicient, Raintree, or another EMR, this isn't an option.
- No free plan and no self-serve trial. You need a demo call, an annual contract, and a one-time $1,200 onboarding fee per location.
- Every active treating provider has to be enrolled at signup, which locks in seat costs before you've seen results.
- Text-based outreach depends on accurate mobile numbers and patient opt-in, so a stale patient list weakens the first few weeks.
Frequently asked questions
It runs the scheduling side of a physical therapy front office. The AI talks to patients by text and phone, books evaluations and follow-ups into WebPT, fills cancellations from a waitlist, and nudges patients toward completing their prescribed visits.
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