Purpose-built AI for PE-backed healthcare. We add new platforms, improve existing ones, and build shared tools that scale across every portfolio company.
CONFIDENTIAL | 2026 | PUREXCELAI.COM
PE firms with healthcare portfolios face the same challenge: AI is moving fast, but applying it consistently across diverse companies is hard. PureXcel AI is built to solve all three layers of that problem.
AI accelerates how you source and evaluate new platform opportunities. Expand deal flow, surface targets faster, and support diligence more efficiently — with recently deployed capital or actively raising.
We assess each portfolio company across sales, operations, staffing, compliance, and finance to identify where AI creates the most material impact. Every company is different. We meet them where they are and move fast.
Create shared AI assets that portfolio companies adopt and configure for their own needs. Whether building proprietary IP, integrating best-in-class platforms, or a hybrid, PureXcel designs, builds, and executes the right model for your vision.
PureXcel AI works across the full operating model of a healthcare company: sales, operations, staffing, compliance, finance, and clinical workflows. We identify where AI creates the most leverage, then build and run it.
We're not a SaaS tool your operators have to manage. We deploy it, run it, and report on it.
"The best AI improvements aren't always the most obvious. We look for the 20% of changes that drive 80% of the impact. And we make them happen fast."
| Area | Example Use Cases | What AI Does | Business Impact |
|---|---|---|---|
| Sales & Business Development | Referral acquisition, payer contracting, employer partnerships, new market entry | Autonomous outreach, lead qualification, and meeting scheduling targeting the right buyers at scale | Faster pipeline growth. Expanded revenue channels. |
| Operations & Clinical Workflows | Prior authorization, intake, scheduling, care coordination documentation | AI automates high-volume administrative tasks, reduces manual touchpoints, and accelerates throughput | Staff capacity freed. Fewer denials. Stronger cash flow. |
| Staffing & Talent Acquisition | Clinical hiring, contingent workforce, executive search, retention risk | Continuous candidate sourcing and engagement. Screens interest and routes qualified candidates to hiring managers | Faster hiring. Lower agency costs. Better candidate quality. |
| Compliance & Risk | Audit preparation, policy review, regulatory change tracking, documentation quality | AI monitors regulatory updates, flags compliance gaps, and drafts or reviews required documentation | Stronger audit readiness. Reduced compliance risk. |
| Finance & Revenue Cycle | Denial management, coding accuracy, AR follow-up, billing workflow | AI identifies denial patterns, recommends corrections, and automates follow-up on outstanding claims | Higher collections. Fewer write-offs. Faster cycle times. |
| Portfolio-Level Intelligence | GP Team | Unified dashboard across all portfolio companies covering AI performance, pipeline health, ops metrics, and intervention flags | Real-time visibility. Faster GP decision-making. |
A value-based care technology company serving independent practices, community health centers, and hospital systems engaged PureXcel AI to design and operate a fully autonomous business development pipeline. Multiple buyer segments across the US were targeted with zero manual outreach required from their team.
We map the business across sales, ops, staffing, compliance, and finance to identify the highest-ROI AI opportunities
We focus on the 20% of changes with 80% of the impact. Quick wins with material outcomes, not complex multi-year projects
We build and deploy AI agents and automations configured to each company's processes, voice, and systems
We operate the AI layer on an ongoing basis, monitoring performance, refining outputs, and expanding what works
Your team sees results across all portfolio companies in one unified view: performance, ROI, and where to act next
Per-Company: Each portfolio company gets its own AI instance configured to their market, workflows, brand voice, and goals. Fully independent and fully managed by PureXcel.
Portfolio-Level: Whether you want to build proprietary AI, integrate proven platforms, or partner with specialists, PureXcel can design and execute the right approach. The goal is a durable AI advantage you own and each portfolio company can put to work.
Most AI platforms require your portfolio companies to hire, configure, and maintain them. PureXcel runs the entire AI layer. Your operators focus on delivering care, not managing software.
PureXcel AI is an AI strategy and implementation firm purpose-built for healthcare. We work with PE-backed healthcare companies to identify, build, and operate AI that drives measurable business outcomes across every part of the organization.
Founded by Eric Demers, a recognized AI strategist with hands-on experience across hospitals and health systems, payers, health tech, revenue cycle, and value-based care organizations.