Healthcare innovation.
Owned by you. Built by us.
Healthcare buyers are caught between EHR gravity and payer asymmetry, without the infrastructure to escape either. You don’t need to become a software company to change that. Digital Scientists gives you another option: own the innovation, we handle the build.
Your data. Your engine. Your capability — whether you’re fighting denials, running a VBC population, or becoming a payer yourself.
For healthcare organizations exploring new product lines, our MVP development process helps validate the opportunity before committing to a full build-operate-transfer partnership.
$20M+
Verified financial impact
26K+
Patients managed
130+
Facilities served
Healthcare moves at the speed of Epic and PointClickCare. And that’s the problem.
These platforms hold the source of record and the innovation roadmap. IT gets reduced to procurement. New ideas die against “we can put that on the roadmap.”
This is where new ideas go to die when they meet the brick wall of EHR lock-in.
The roadmap wall
Ideas die on the vendor’s timeline, not the market’s. Your priorities wait until theirs align.
Hostage data
Your own data sits behind vendor APIs, pricing tiers, and rate limits. Real-time access is often unaffordable at scale.
No room to architect
IT can’t design solutions outside what the platform permits. You maintain purchased systems; you don’t extend them.
IP in someone else’s hands
Anything built inside the ecosystem has unclear downstream rights. You rent innovation. You don’t own it.
Providers show up to the fight outmatched.
Payers have bigger budgets, better data infrastructure, and ML teams running continuous denial optimization. They industrialized denial. Providers show up with aging-bucket worklists and no systematic way to use CMS rules on their own behalf.
Providers are bringing a knife to a gunfight.
The infrastructure you need to fight payers is the same infrastructure you need to become one.
Under value-based care, providers aren’t just fighting payers — they’re being asked to become payers. ACO REACH, Medicare Advantage, bundled payments, shared-savings models. All of them require payer work: risk stratification, population analytics, medical necessity review, actuarial analysis, claims pattern detection.
Providers don’t have the infrastructure. They keep buying workflow tools. They keep renting analytics. They keep operating without the data layer that’s now table stakes for serious value-based care — and the margin keeps flowing to partners who do have it.
Tomorrow’s margin isn’t where today’s investment is going.
Today’s payvider tooling is narrow. Most investment targets hospital readmissions — because HRRP makes it measurable and CMS penalizes it. That’s where vendor products cluster.
But the real margin lever is wider: avoidable ED utilization, site-of-care routing, specialty patterns, post-acute pathways, care gap closure, SDOH interventions, pharmacy mix, network leakage. The payvider future is a data business. If you don’t own the data infrastructure, someone else will — and they’ll keep the margin.
Hybrid Build-Operate-Transfer (BOT): you own your innovation.
We use a modified Build-Operate-Transfer model. The differences matter. The Build starts with one of our accelerators — pre-built architecture grounded in our prior healthcare work — so you go from kickoff to working platform in weeks, not quarters. Client IP is owned from inception, because it’s trained on your data. And transfer is optional — take the keys, or keep us managing it.
The whole thing runs through our existing METHOD and service ladder. Ventures isn’t a parallel system; it’s a commercial packaging of work we already know how to do.
| Hybrid BOT component | DS METHOD phase | Service offering |
|---|---|---|
|
Accelerator & data discovery Pre-built architecture meets your payer mix, your data, your workflows. |
Discover | Working Session, Assessment, Blueprint |
|
Prove it on your data Train the accelerator on your data; validate with a narrow, real use case. |
Experiment | The Experiment, Minimum Viable Product |
|
Build your insights engine + implement Client IP built on your data, implemented into your workflows. The output is an engine, not a workflow. |
Engineer | Full Build, Forward Deployed Engineering |
|
Operate, retrain — transfer on your terms We run it, tune it, and retrain it. You take the keys whenever you’re ready — or keep us managing it. |
Optimize | Production Support, Monitoring & Ops, Technical Advisory |
Commercial flexibility
Fixed-fee
Scoped work with cash terms. The existing service ladder — Working Session, Blueprint, Experiment, Full Build.
Hybrid BOT
Reduced build fees plus shared upside on operating performance. Transfer the trained model and data pipeline as an institutional asset when you’re ready.
Equity-aligned
Reduced-rate sprint in exchange for equity. For operators and funded startups where both sides want shared upside. Structure defined per engagement.
Workflows break. Insights engines adapt.
Most RCM and clinical tools on the market are workflow-based — rules hardcoded at build time, payer-specific logic, CMS coverage written into if-statements. In a world where payer plans change every quarter, CMS publishes new LCDs monthly, and denial patterns shift continuously, workflows break. You’re back at the vendor roadmap wall.
Most tools
Sell you a workflow.
Rules hardcoded at build time. Payer-specific logic baked in. CMS coverage written into if-statements.
Breaks when reality shifts. Payer plans, CMS regs, denial patterns, appeal rights — all of it changes. You wait for the vendor’s next release.
DS builds
An insights engine, trained on your data.
Learns from every claim outcome. Adapts as payers shift. Ingests CMS policy updates without waiting for a vendor patch.
Gets smarter as your world changes. Your IP, your data, your advantage — compounding over time.
Accelerators that compress the build.
These are accelerators we’ve architected to compress time-to-value. We deploy them in our own engagements to deliver outcomes faster, with the client’s own IP built on top. Not DS products we sell as SaaS. Each is grounded in our cross-engagement healthcare engineering practice — the methodology, patterns, and domain expertise we’ve built across MDS, RAF/HCC, clinical document intelligence, and value-based care work.
Document intelligence
Cortex
Semantic Q&A and structured extraction over unstructured clinical documents. Audit-trail-first, citation-grounded, on-prem deployable. The architectural pattern is proven in production at scale in healthcare environments.
Revenue intelligence
RevCyclePro
Payer-aware revenue cycle platform concept. Plan-level coverage rules, CMS NCD/LCD intelligence, appeal generation, denial prediction. Architected against the HFMA revenue-cycle framework and grounded in our MDS + RAF/HCC work.
Back-end optimization
Collector-IQ
Worklist and MAP Keys dashboard concept for Back End / Post-Service. Scores every open claim by expected dollar gain per collector touch; reports against HFMA standardized KPIs. Focused on the whitespace legacy RCM platforms have left unaddressed.
VBC & payvider
VBC Accelerator
Population-health and payvider dashboard concept for value-based care contracts. RAF scoring, MLR, PMPM, quality measures, and utilization trending across MSSP, MA, and CPC plan types. Grounded in our MDS, RAF/HCC, and care-management work.
Three patterns we’ve already shipped.
Ventures isn’t aspirational. It’s the commercial shape of work we already do. Three different venture patterns, three different outcomes.
Operator-founder partnership
Guardian Vitals
An anesthesiologist’s thesis, engineered into a national OR monitoring platform. 99.9% vital-sign accuracy, sub-2-second refresh, universal monitor connectivity. Now evaluated by the Geneva Foundation for forward military medical care.
Read the case →JV spin-out
NeverAlone
24/7 virtual care covering 130+ facilities and 26,000+ patients. A joint venture that became an independent company, built on infrastructure DS designed and deployed.
Read the case →Operator partnership, DS IP
CommuniCare MDS
$10M+ in PDPM revenue recovered and $2M in annual quality incentives. AI-powered MDS optimization at national scale, with client-owned insights engines running in production.
Read the case →We partner across the healthcare ecosystem.
Our role is the technical build partner. We don’t compete with studios, funds, or EHR vendors — we execute alongside them, in the lane where engineering, ML, and healthcare domain depth meet.
Primary
Provider CFO, CIO, CMIO
Health systems, community hospitals, post-acute operators. You feel EHR gravity and payer asymmetry every day. You want innovation without becoming a software company — and IP you actually own.
Operator-founder
Clinicians & startups with a thesis
You have clinical or operational insight and a product in mind. You need a technical team that understands healthcare, ships, and can engage on equity-aligned terms. Guardian is the pattern.
Channel partners
Consulting firms, studios, funds, PE portcos
As AI contracts the billable hour, consulting firms are moving toward productized IP — accelerators their clients can run, owned by the firm and shaped by its domain. We partner with healthcare consultancies to do exactly that: license our accelerators, or commission a custom one trained on your clients’ vertical.
Venture studios executing theses. Funds whose portcos need to ship. We don’t compete with you — we make your healthcare practice faster and your clients’ outcomes owned.
Why not just wait for Epic or PointClickCare?
It’s the silent objection behind most healthcare IT conversations. Fair question — here’s the direct answer.
The timeline is years, not quarters.
Vendor roadmaps run at vendor pace. What you need now, they’ll ship in 2027 — generically, across every customer, without your payer mix or contract structure in mind.
You pay twice anyway.
When the feature ships, it’s a price increase. You pay for the vendor’s product, and you’re left without the institutional IP you could have built in the meantime. The “wait” doesn’t save money — it delays capability.
What you need, they won’t build.
EHRs optimize for the median customer. If your payer mix, your population, or your VBC contract shape needs something specific — it’s not on the roadmap and won’t be.
The IP stays theirs.
Anything built inside the EHR ecosystem has unclear ownership. Even when the vendor ships what you wanted, the capability isn’t yours — it’s licensed. You’re renting innovation, indefinitely.
The cost of staying a buyer.
Without this approach, healthcare organizations keep shopping for sub-optimal products. They keep getting locked into workflows that break when payer plans and CMS regs change. They keep ceding IP to vendors whose roadmap doesn’t match their priorities. And they keep leaving money on the table — denials they don’t appeal, underpayments they don’t catch, innovation they don’t own.
You can keep renting innovation. Or you can own it.