Your clinicians spend half their time on paperwork, not patients.

We help healthcare institutions, medical groups, and operation teams reclaim clinical time by deploying custom AI agents that handle the documentation, coordination, and administrative burden killing your margins.

Our team has built AI systems at

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What We Fix

We automate your healthcare workflows end to end

We work inside your existing EHR, scheduling, billing, and communication systems. No new platforms. No migration. No training programs. We close the loop that other tools leave open.

Clinical Documentation

AI listens to or reads encounter data and drafts SOAP notes, discharge summaries, and referral letters in your physicians' voice — ready for one-click review and sign-off. Your clinicians stop charting, and start caring.

Physicians spend 16 hrs/week on documentation

Prior Authorization

AI reads the clinical criteria, gathers supporting documentation from the chart, submits the request, tracks status, and drafts peer-to-peer appeal letters for denials — before your staff has opened their inbox.

34 days average prior auth delay

Revenue Cycle & Coding

AI audits encounter notes, suggests correct ICD-10 and CPT codes, flags undercoding, and catches claim errors before submission. Clean claims go out faster. Denials come back fewer.

$125B in undercoded or denied claims annually

Patient Scheduling & No-Show Prevention

AI sends personalized reminders via text, email, and voice — fills cancellations from wait lists automatically, and reschedules no-shows in real time. Your schedule runs full without staff intervention.

$150K average annual revenue lost per physician from no-shows

Care Coordination & Transitions

AI monitors discharge summaries, flags patients at risk of readmission, sends follow-up instructions and appointment reminders, and alerts care managers when patients go silent. Nothing falls through the cracks.

20% of patients readmitted within 30 days

Compliance & Quality Reporting

AI tracks HEDIS, MIPS, and value-based care measures across your population — flags gaps in care, auto-generates required reports, and surfaces quality improvement opportunities. Your quality team manages exceptions, not spreadsheets.

Avg 120 hrs/quarter spent on quality report prep

The daily reality at most healthcare institutions

49%

of physician time spent on EHR documentation, not patient care

$4.6M

average annual cost of physician burnout per hospital

16 hrs

per week per physician lost to administrative tasks

$262B

in healthcare spending wasted on administrative inefficiency annually

Today

Physician finishes a 20-minute visit and spends 25 minutes documenting in the EHR. She stays 90 minutes late every evening to catch up on notes. Burnout follows.

With Kinematic

AI drafts the note from structured encounter data during the visit. Physician reviews and signs in 3 minutes. She leaves on time. Burnout retreats.

Today

MA spends 2 hours pulling chart notes, filling out payer forms, and sitting on hold. The auth comes back 3 weeks later. The patient has already canceled the procedure.

With Kinematic

AI reads the payer criteria, assembles supporting docs from the chart, and submits the request in 8 minutes. Status is tracked and escalations are sent automatically.

Today

Front desk staff call patients manually the day before. 20% don't answer. The slot goes unfilled. Physician sees 4 fewer patients that week.

With Kinematic

AI sends a personalized reminder sequence starting 72 hours out via the patient's preferred channel. Cancellations trigger an automatic wait-list fill. Slot utilization rises by 28%.

Today

Discharge instructions are printed and handed to patients. 40% don't follow up. The patient is readmitted 18 days later at a cost of $14,000.

With Kinematic

AI sends digital discharge instructions, monitors for patient responses, schedules the follow-up visit, and alerts the care team if the patient goes silent after 5 days.

These aren't hypotheticals. They're the problems we fix every day.

We integrate with any ATS and business software

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From first call to measurable results in weeks, not months

Most healthcare IT implementations take 12–18 months. Ours start showing measurable results before your next board meeting.

1

AI Action Plan

Week 1Free
We map every administrative and clinical support workflow in your organization - where physician time goes, where staff hours disappear, where claims leak revenue.

Deliverable

A prioritized report of automation opportunities ranked by ROI and clinical impact.

2

Prioritized Roadmap

Week 2
Every opportunity ranked by impact vs. implementation effort. We start with the quick wins — usually documentation or prior auth — so you see ROI in Sprint 1. Fixed-price milestones. Nothing built without your written approval.

Deliverable

A detailed AI execution plan with milestone-based pricing tied in.

3

Build & Integrate

Weeks 3–6
We deploy AI agents inside your existing EHR (Epic, Cerner, athenahealth, etc.), scheduling system, and revenue cycle tools. No new platforms to learn. Your clinical and admin staff adopt in days — and the busywork disappears from their workflow.

Deliverable

Working AI agents running inside your healthcare and EHR systems.

4

Measure & Expand

Ongoing
We track physician time recovered, claim denial rates, prior auth turnaround, no-show rates, and patient follow-up compliance — then optimize and expand. Every sprint ships with a dashboard proving the numbers, not just promising them.

Deliverable

Monthly ROI reports with real numbers of hours and cost savings.

Example Engagement

Multi-specialty group practice, 120 physicians

Diagnosed

  • Physicians averaging 3.2 hours/day on EHR documentation — majority after clinic hours
  • Prior auth team of 8 MAs spending 60% of their time on phone holds and form submission, 34-day average turnaround
  • 12% claim denial rate, with only 30% of denials ever appealed — leaving $1.8M on the table annually
  • 18% no-show rate draining an estimated $2.1M in unrealized revenue per year

Scoped

  • Clinical documentation agent: 5 weeks · $62,000 fixed price
  • Prior authorization & appeals agent: 3 weeks · $44,000 fixed price
  • No-show prevention & wait-list agent: 3 weeks · $36,000 fixed price

Built

  • Documentation agent reads structured encounter data and generates specialty-appropriate notes, routed to physician for 3-minute review and sign-off via EHR inbox
  • Auth agent reads payer criteria, assembles supporting documents, submits electronically, tracks status, and auto-drafts appeals for all denials
  • Scheduling agent sends a 3-touch reminder sequence via patient-preferred channel; cancellations trigger automatic wait-list outreach within 4 minutes

Result

Total investment recouped within seven weeks.

Total investment recouped within six weeks.

We take on 2–3 new engagements per month.

Or email us directly at hello@kinematiclabs.dev

Frequently asked questions

We work across every corner of healthcare operations

Hospitals & Health Systems

Documentation, discharge coordination, quality reporting, and revenue cycle automation at scale.

Multi-Specialty Medical Groups

Prior auth, coding, no-show prevention, and cross-specialty care coordination — all automated.

Behavioral Health Practices

Session notes, treatment plans, insurance credentialing, and patient engagement — without adding admin staff.

Revenue Cycle Management

Claim scrubbing, denial management, appeals automation, and undercoding detection that pays for itself immediately.

Home Health & Post-Acute Care

Visit documentation, care plan updates, OASIS forms, and patient check-in automation — in the field and at the office.

Your Industry

Don't see your vertical? We work with any operation where manual processes are the bottleneck.

Let's talk

Stop losing clinical time to work that should run itself.

Your AI Action Plan is a free, 10-minute diagnostic that shows you exactly where your healthcare institution is losing time and revenue - and which workflows to automate first.

No commitment. No sales pitch. Just a clear picture of what's possible.