Quantumis AI · Forward-deployed engineering · Med tech
We're a forward-deployed engineering agency. Our world-class engineers embed in your operation, find where AI pays, and build it in until you run AI-native. Then we report the result as a number.
Built for medical device companies doing $20M+ a year.
Quantumis finds where a medical device company or health system loses money: untracked assets, manual workflow hours, missed calls, revenue leakage, stalled AI adoption, and compliance exposure. Each one gets a dollar figure in the audit.
Money doesn't leave an operation in one place. It leaves everywhere — and every exit has a dollar figure. Pick the ones that sound like yours; they go into your booking notes.
No leaks selected yet — click any line.
Quantumis has documented $4.2M in medical device assets recovered across 14 hospital networks in 8 states, 120+ staff hours a week returned across 8 clinics, and 340+ after-hours calls a month handled by an AI voice agent. Figures are reported from client engagement data.
Exhibit A — Asset recovery
$4.2M
Documented in the first 6 months · 2,847 devices located · 14 hospital networks, 8 states
Client — Medical Device Manufacturer
“The asset recovery project alone paid for the entire engagement three times over.”J, Director of Finance
Exhibit B — Workflow automation
120hrs
Measured across 8 clinics · 94% fewer data-transfer errors · 3.2× ROI in the first quarter
Client — Multi-Location Healthcare Group
“They started small, proved the value in weeks, and then scaled. No hype, just results.”M, Chief Medical Officer
Exhibit C — AI voice agent
24/7
340+ after-hours calls a month · 67% booked · $12K/month answering service replaced · 4.8/5 patient rating
Client — Specialty Practice Network
Quantumis AI is a forward-deployed engineering agency: world-class engineers embed inside a client's operation, build the AI systems that close its losses, and stay until it runs AI-native. The specialty is med tech; the model works for any operator doing $20M+ a year.
Consultants leave a deck. We leave a system. Forward-deployed engineers, inside your operation, until it runs AI-native.
“They didn't just hand us a deck and walk away. They embedded with our team, understood our workflows, and built something that actually works. Six months later, we're still seeing returns we didn't expect.”R, Senior VP Operations, Regional Healthcare System
No discovery deck, no hand-off to a delivery team. The engineers who find the leak are the ones who close it, working inside your data and your workflows from the first day of the audit.
Built for operators doing $20M+ a year in med tech, where HIPAA and SOC 2 are the floor, not a feature. Other operations are welcome — the leaks look the same, and so does the fix.
40yrs
Founded by Will Yeung. Two partners, forty years between them, and no layer in between. The people on the call are the people who build it.
Six services, each priced against the loss it closes: AI strategy and implementation, asset recovery and tracking, operational excellence, compliance and data security, change management and training, and business intelligence.
Audit, roadmap, build, adoption. Every engagement is priced against the loss it closes — if we can't name the number, we don't propose the work.
Location intelligence for everything you own and keep losing. One client got $4.2M back out of storage rooms and stairwells.
The repetitive half of your operation — intake, scheduling, claims, documentation — handled by systems. 120+ hours a week returned to one client's staff.
HIPAA and SOC 2 designed into the architecture from the first commit, not bolted on before the audit. Paper trail included.
Systems fail in the hand-off, not the build. We train the people who will run it and stay until they don't need us.
A monthly report with three columns: dollars recovered, hours returned, calls answered. The invoice justifies itself — or you read that too.
Every engagement starts with a 14-day fixed-fee audit that prices each leak in dollars. Embedded engineers then build against the largest numbers and prove the result monthly. Clients own what gets built.
Audit first. Embed the engineers. Build against the largest numbers. Prove it monthly.
We map where money, hours, and calls go missing, and attach a dollar figure to each finding.
You get the leak report: a dollar figure on every leak. Yours to keep, either way.
Meters on every leak: tracking on the assets, timers on the workflows, logs on the phones. Our engineers work in your systems, not from a deck.
You get live meters on the three largest leaks, and the build already started.
Live in weeks, not quarters. Compliance engineered into the system, not appended to it. You end up AI-native, not AI-curious.
You get production systems and agents inside your compliance boundary. You own the code.
Recovered, returned, answered. If a number isn't moving, the report says so in the first line, and we fix it on our time.
You get the numbers, in writing, against the baseline from the audit.
Book a 30-minute call with a partner directly on this page. The audit report on day 14 is yours to keep, whether or not you continue.
Find out what you're losing. One booking starts it. A number ends it.
You book 30 minutes below. Any slot, no form.
A partner, not a rep. We tell you what we'd look at first.
The audit report. A dollar figure on every leak. Yours to keep.
Recovered, returned, answered. In dollars, in writing.
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