Thoughtful AI
Thoughtful AI builds domain-specialized autonomous AI agents (CAM, EVA, PHIL, PAULA) that automate healthcare revenue cycle management workflows for hospitals and health systems, and now operates as part of Smarter Technologies.
- Company typePrivate
- Founded2020
- HeadquartersAustin, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Thoughtful AI does
Thoughtful AI is an Austin, Texas-based healthcare technology company founded in 2020 that builds an agentic AI operating system for healthcare revenue cycle management (RCM). Its product consists of specialized autonomous AI agents, namely CAM for claims processing, EVA for eligibility verification, PHIL for payment posting, and PAULA for prior authorization, that automate multi-step administrative workflows historically handled by hospital billing teams. The company targets large healthcare delivery organizations, specifically hospitals and health systems, and operates a subscription-based enterprise sales motion with quote-based, annually billed contracts. The company raised approximately $20.8 million in disclosed equity prior to its combination, including a $20 million Series A in July 2024 led by Drive Capital with TriplePoint Capital participation, and reported 350% revenue growth in 2024.
In April 2025, Thoughtful AI received a strategic growth investment from New Mountain Capital, and in May 2025 was combined with New Mountain portfolio companies Access Healthcare (RCM services) and SmarterDx (clinical AI) to form Smarter Technologies, an AI-enabled RCM platform. The combined entity reports 27,000 employees across 24 global service centers, over 200 clients including more than 60 hospitals and health systems, $200 billion in customer revenue managed annually, and expected revenue exceeding $800 million. Former Athenahealth CTO Jeremy Delinsky was appointed CEO of Smarter Technologies, and Thoughtful AI ceased operating as an independent entity. Thoughtful AI's co-founders Alex Zekoff (CEO) and Dan Parsons (COO/CPO) led the company through its independent phase from a general payment-automation origin to a healthcare-RCM-focused business.
Thoughtful AI firmographics
Firmographics- Name
- Thoughtful AI
- Legal name
- Thoughtful AI
- Website
- https://thoughtful.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Thoughtful AI builds domain-specialized autonomous AI agents (CAM, EVA, PHIL, PAULA) that automate healthcare revenue cycle management workflows for hospitals and health systems, and now operates as part of Smarter Technologies.
- Ownership category
- akta.pro rank
Thoughtful AI industry classification
Industry- Product category
- Healthcare Revenue Cycle Management Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industry
- Conversational AI Platforms (chat/voice bots, orchestration) (HDAAAFAC)
Keywords
Where Thoughtful AI is headquartered
LocationHeadquarters
- HQ city
- Austin
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Thoughtful AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations
Revenue model
- RCM AI Agent Services: Revenue cycle management automation services using AI agents for healthcare providers, including claims processing, eligibility verification, and payment posting
- Healthcare Administrative Automation: AI-powered platform automating hospital administrative workflows to address the estimated $250 billion in annual administrative costs in the U.S. healthcare system
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise healthcare RCM AI solutions |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels3 records
Thoughtful AI product offering
Product offeringCore offering
Thoughtful AI provides an AI-powered revenue cycle management platform for healthcare providers, consisting of specialized autonomous AI agents (CAM, EVA, PHIL, and PAULA) that automate claims processing, eligibility verification, payment posting, and prior authorization workflows. The platform is designed to reduce the estimated $250 billion in annual administrative costs in the U.S. healthcare system.
Product overview
Thoughtful AI provides an AI-powered healthcare revenue cycle management platform consisting of specialized autonomous AI agents (CAM, EVA, PHIL, and PAULA). These agents work together to automate key RCM workflows including claims processing, eligibility verification, payment posting, and prior authorization. The platform leverages agentic AI to address the estimated $250 billion in annual administrative costs in the U.S. healthcare system, enabling healthcare providers to reduce administrative costs and improve operational efficiency.
Differentiator
Problem solved
Functional benefit
Brands
- CAM: AI Agent for healthcare revenue cycle management tasks including claims processing
- EVA
- PHIL
- PAULA
Products and services
- CAM Agent
- EVA Agent
- PHIL Agent
- PAULA Agent
Quantifiable outcome
- 350% revenue growth in 2024
- +1 more outcomes
Companies that use Thoughtful AI
Customer profileNamed customers1 record
Segments2 records
Ideal customer profiles1 record
Thoughtful AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature5 records
Thoughtful AI partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered flagship.
- SmarterDxflagshipCombined with Access Healthcare and Thoughtful AI to form Smarter Technologies, a new AI-backed revenue cycle management firm. The combined entity leverages agentic AI to automate hospital administrative workflows.
- Access HealthcareflagshipCombined with SmarterDx and Thoughtful AI to form Smarter Technologies. Access Healthcare provides healthcare RCM services as part of the new AI-enabled platform.
Scale indicators6 records
Recent moves6 records
Expansion highlights5 records
Thoughtful AI competitors and assessment
Company assessmentDirect peers
- AKASA: AKASA builds AI agents specifically for healthcare revenue cycle operations, including claims, denials, and prior authorization. It is the most direct head-to-head competitor to Thoughtful AI's agentic RCM platform with a similar vertical AI focus.
- Infinx: Infinx provides AI-powered healthcare revenue cycle management solutions spanning prior authorization, eligibility, and claims — directly overlapping Thoughtful AI's product footprint across hospitals and health systems.
- CodaMetrix: CodaMetrix applies AI to medical coding and clinical documentation, an adjacent RCM workflow. It targets the same hospital customer base with AI-driven automation, overlapping Thoughtful AI's go-to-market and buyer persona.
- Olive AI: Olive was a pioneering AI-for-healthcare-operations company automating RCM and supply chain workflows for hospitals. Despite well-publicized operational setbacks, it remained a recognized AI-RCM peer and competitive reference point for Thoughtful AI.
Broad incumbents
- Waystar: Waystar is a scaled healthcare revenue cycle technology platform serving thousands of hospitals with claims, remittance, and patient access workflows. It is a broad incumbent competitor offering overlapping capabilities as part of a wider RCM portfolio.
- R1 RCM: R1 RCM is a large-scale healthcare revenue cycle management services and technology provider serving hospitals and health systems. It is a broad incumbent combining RCM services with technology — comparable to the combined Smarter Technologies platform.
- Optum (Change Healthcare): Optum, through Change Healthcare, operates one of the largest healthcare RCM, claims processing, and payment networks in the U.S. It is a broad incumbent with unmatched payer data and distribution scale that any AI-RCM challenger must compete against.
- Experian Health: Experian Health provides identity, eligibility, claims management, and patient access solutions to hospitals and payers. It is a broad incumbent in healthcare RCM technology overlapping with Thoughtful AI's eligibility and claims workflows.
Emerging players
- Cedar: Cedar is a healthcare-focused AI and digital platform for patient financial experience, billing, and payments. It is an emerging player in hospital-side RCM that intersects with Thoughtful AI's payment posting and revenue capture workflows.
- Xsolis: Xsolis applies AI to utilization management and clinical decision support for hospitals. It is an emerging player in hospital AI workflows adjacent to Thoughtful AI's PAULA prior authorization agent and the broader Smarter Technologies utilization management roadmap.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Thoughtful AI social profiles
Digital presenceThoughtful AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Thoughtful AI leadership team
Management profileNumber of profiles
Profiles3 records
Thoughtful AI funding detail
Funding detailFunding overview
Funding rounds5 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Thoughtful AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Thoughtful AI
What does Thoughtful AI do?
Thoughtful AI provides an AI-powered revenue cycle management platform for healthcare providers, consisting of specialized autonomous AI agents (CAM, EVA, PHIL, and PAULA) that automate claims processing, eligibility verification, payment posting, and prior authorization workflows. The platform is designed to reduce the estimated $250 billion in annual administrative costs in the U.S. healthcare system.
Is Thoughtful AI a public or private company?
Thoughtful AI is a private company. It is classified as private equity controlled and is currently acquired.
When was Thoughtful AI founded?
Thoughtful AI was founded in 2020. It employs 11 to 50 people.
Where is Thoughtful AI based?
Thoughtful AI is headquartered in Austin, United States, in the North America region.
How does Thoughtful AI make money?
Two revenue lines are on record. RCM AI Agent Services are the primary driver. The others are healthcare Administrative Automation.
Who are Thoughtful AI's main competitors?
Direct peers on record are AKASA, Infinx, CodaMetrix and Olive AI. Broad incumbents are Waystar, R1 RCM, Optum (Change Healthcare) and Experian Health. Emerging players are Cedar and Xsolis.
Does Thoughtful AI have an API?
No public API is recorded for Thoughtful AI.
What industry is Thoughtful AI in?
Thoughtful AI's product category is Healthcare Revenue Cycle Management Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAAAFAC, Conversational AI Platforms (chat/voice bots, orchestration). Its NAICS code is 5132 and its SIC code is 7372.