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PromptWrx
Techstars '25Atlanta, US · Founded 2023 · 3 employees on LinkedIn · 3 known investors
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Reve is an AI revenue cycle management platform for hospitals and healthcare providers that validates claims before submission, audits payments, and manages denials to reduce denied and underpaid insurance claims. Built by former health insurance system designers, it covers the claim lifecycle from pre-surgery authorization checks through post-payment audit.
Also known as PromptWrx
Investors · 3
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Company profile
researched Sep 2026PromptWrx is an Atlanta-based healthcare technology startup developing an AI-driven platform for hospital and medical center revenue cycle management. The platform automatically identifies, appeals and resolves healthcare claims, with the stated aim of reducing the cost of appeals and recovering revenue that providers would otherwise lose to denials. The company positions itself around the goal of becoming a "Stripe for healthcare payments," combining provider reimbursement with protection of patients from what it describes as unjust financial burdens.
The product is designed to integrate into existing provider workflows rather than replace them. The company frames claim denials as its core market problem, citing figures of 10-15% of hospital claims being denied, roughly 60% of denials going unchallenged, manual appeals taking more than 35 minutes and costing about $44 each, and typical annual revenue loss per hospital of $15-20M. It also points to the existence of more than 800 payers, each with distinct medical policies, guidelines and claim requirements, as the reason generative AI and automation are applicable to revenue cycle management.
Founding story
PromptWrx was co-founded by Vio Balanoiu and John Utz.
Business model
PromptWrx sells AI-based claims denial and appeal automation to healthcare providers, integrating with existing revenue cycle workflows. Company materials reference one prospective client in contracting at $1M+ ARR, indicating a contracted recurring-revenue arrangement with provider organizations.
Traction
Company-reported traction includes one prospective client in contracting representing $1M+ ARR and two prospective customers in pilot program discussions. On the product side, PromptWrx reports a completed functional prototype, more than 20 customer and user interviews, narrowing of the use case based on client feedback, iteration on a click-through demo with potential buyers, two rounds of user-driven product refinement, and HIPAA-compliant infrastructure.
Latest developments
The company is listed as actively raising against a $500K target, with an investor presentation dated April 2026 available to investors on its profile.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
PromptWrx operates in healthcare revenue cycle management, sizing the claim denial problem at $156B annually. It is an early-stage entrant with a functional prototype and pre-contract pipeline rather than established deployments.
Technology
The platform applies generative AI and AI-driven automation to the claims lifecycle, automatically identifying, appealing and resolving denied claims across a payer landscape of more than 800 payers with differing medical policies and requirements. The company reports a HIPAA-compliant infrastructure setup and a completed functional prototype, and lists development partnerships or integrations involving Epic, Availity, AMA, Cerner and Change Health.
Go-to-market
Hospitals, medical centers and other healthcare providers managing claim denials and revenue cycle operations; the company also frames patients as beneficiaries through reduced financial burden.
Geography
Headquartered in Atlanta, United States.
History
Listed as founded in 2024 with two employees and two founders, Vio Balanoiu and John Utz. As of the source listing, the company is raising with a $500K target.
Compiled by commissioned research from 2 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 3
launches, deals, and filingsCompany lists development partner relationships with Epic, Availity, AMA, Cerner and Change Health.
Company reports completing a functional prototype to prove the technology, along with HIPAA-compliant infrastructure setup.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 2
primary sources listed
- PromptWrx - Pitchpitch.vc · web
2 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does PromptWrx do?
- Atlanta-based startup building an AI platform that identifies, appeals and resolves denied healthcare claims for providers.
- Who are PromptWrx's investors?
- PromptWrx's investors include Knoll Ventures, Techstars, Cofounders Capital.
- Where is PromptWrx headquartered?
- PromptWrx is headquartered in Atlanta, US.