The deep dive · Private · Read November 3, 2026

Machinify

A Dallas-run, private equity owned roll-up that finds wrong and duplicate claim payments for US health plans. New Mountain Capital built it from five companies in 2024 and 2025, partly with debt.

Machinify, Oct 21, 2025; Performant proxy, Sep 2025
Valuation
Not disclosed New Mountain Capital bought Machinify in early 2025; no price or valuation was published.
Owners
New Mountain Capital A New York buyout firm with over $55B under management controls it. Eir Partners, Battery Ventures, GV and others also back the deal.
Revenue
Over $500M combined revenue stated when the Machinify deal was announced, before it added Performant. No later figure.
Watch
Debt-funded buying The $670M Performant purchase was paid with committed bank debt, under a leverage cap of 5.5x.
AI
Agentic claim audits Building AI agents that read medical records and audit claims; engineers are expected to work in Claude Code and Codex.
Liquidity
None found No staff tender offer or secondary sale reported. Any equity is tied to an eventual New Mountain exit.
Hiring
35 → 38 remote listings since Oct 10.
01 · The business

Paid to stop and recover wrong health claim payments.

Machinify sells five modules to health plans: Coordinate (who else should pay), Subrogate (recovering from liable third parties), Audit (record and coding review), Pay (claim editing and repricing) and Pharmacy. Plans can run it fully managed by Machinify staff or pair it with their own reviewers. It does not publish prices, fee terms or a revenue split.

Machinify products page, checked Nov 3, 2026
The moat, in three parts
  1. 1
    Scale across most big health plans
    Machinify says it serves 90+ customers including 18 of the top 20 health plans, covering 270M member lives and $6B+ a year in cost avoidance and recoveries.
    Machinify home page, checked Nov 3, 2026
  2. 2
    Covers the whole payment chain
    Rawlings (subrogation, about 40 years old), VARIS (overpayments), Apixio PI, Performant (government and coordination of benefits) and Machinify's AI now sit in one platform.
    Machinify, Feb 20, 2025; Oct 21, 2025
  3. 3
    A route into government payers
    The Performant deal was meant to bring in Centers for Medicare and Medicaid and state and local government work, per Machinify's CEO.
    Performant release (SEC 8-K), Aug 1, 2025
02 · Funding

Every round, and what its terms give away.

Machinify is private, so there is no share price. What its investors paid, and on what terms, is the closest thing to one.

$500M
annual revenue, as of Jan 10
2,000
employees, as reported

Not disclosed. Revenue is the 'more than $500 million' stated before Performant was added.

New Mountain Capital, Jan 10, 2025; Machinify, Feb 2025
4 rounds and offers, newest first
  1. Oct 21
    Acquisition of Performant Healthcare$670M
    Led by Machinify (New Mountain Capital portfolio)
    $7.75 a share in cash, taking a Nasdaq company private. About $715M of total funds, from committed debt.
    Machinify, Oct 21, 2025; Performant proxy, Sep 2025
  2. Feb 20
    Buyout by New Mountain Capital
    Led by New Mountain Capital
    Announced Jan 10, 2025; closed with the rebrand on about Feb 20. Terms not disclosed. Founder Prasanna Ganesan joined the board.
    Machinify, Feb 20, 2025; New Mountain, Jan 10, 2025
  3. Sep 5
    Merger of Rawlings, Apixio PI and VARIS
    Led by New Mountain Capital
    Three New Mountain companies combined under CEO David Pierre; 1,900+ staff. Terms not disclosed.
    Healthcare Dive, Sep 6, 2024
  4. Oct 10
    Series A$10M
    Led by Battery Ventures
    GV and Matrix Partners joined. Founded by former VUDU executives.
    Pulse 2.0, Oct 10, 2018
Round-terms checks
1 flag
  • Down round or flat round?Cannot tell. Machinify is now owned by a buyout firm and no price was published for the 2025 deal or its 2018 Series A.New Mountain Capital, Jan 10, 2025
    Open
  • How much of the company the last deal soldNew Mountain acquired Machinify outright and merged it into its own platform; ownership split between New Mountain and co-investors is not disclosed.New Mountain Capital, Jan 10, 2025
    Open
  • Time since the last capital eventAbout 12 months: the Performant purchase closed Oct 21, 2025, and a genetic testing business was added in Jul 2026.Machinify, Jul 13, 2026
    Clear
  • Debt-heavy or unusual termsYes. The Performant deal (about $715M with fees) was funded with committed debt under Machinify's existing credit agreement, which caps first lien net leverage at 5.5x.Performant proxy (DEFM14A), Sep 10, 2025
    Flag
  • Who backs itNew Mountain Capital, which has owned the pieces since 2023 to 2024, is the controlling owner. It kept buying through 2025, a sign of commitment.Healthcare Dive, Sep 2024; New Mountain, Jan 2025
    Clear
  • Tender offers or secondary sales for staffNone reported. Searched company news and press; no tender date or price found.Machinify news page, checked Nov 3, 2026
    Open
  • Layoffs in the last 12 monthsSearched news and WARN trackers: no Machinify layoff found. Only old 2020 Rawlings notices in Missouri. Worth watching as Performant is folded in.Machinify news page; news and WARN search, Nov 3, 2026
    Clear

Clear: checked, nothing found. Flag: found, with the source. Open: could not be checked.

02 · The turn

Machinify's revenue, year by year.

The balance sheet

Typical of a buyout roll-up. The leverage cap in the merger agreement is the only debt figure public; total debt is not disclosed.

Bought with borrowed money
$715M
Funds needed for the Performant deal, from committed debt
Performant proxy (DEFM14A), Sep 10, 2025
03 · Footnote flags

What the record says, and what we think it means.

The fact is the source's. The read, in italics, is ours.

  1. 01
    Good

    Mostly remote hiring.

    Of 58 open roles on its Greenhouse board, 40 say Remote - US. Office roles sit in La Grange, KY, Lathrop, CA and Dallas.

    Tech and clinical review jobs are largely remote. Finance and operations roles near La Grange ask for three office days.

    Greenhouse board, checked Nov 3, 2026
  2. 02
    Neutral

    Run from Dallas, not the Bay Area.

    SEC filings list Machinify's parent office at 8333 Douglas Ave, Dallas. The original Machinify was based in Palo Alto.

    Leadership and finance sit in Dallas; the Palo Alto startup is now one part of a larger company.

    Performant proxy (DEFM14A), Sep 10, 2025
  3. 03
    Good

    Won Performant after a bidding process.

    Machinify offered $7.25 a share on Jul 22, 2025, then agreed $7.75, a 139% premium to Performant's 90-day average. At least one other private equity bidder was in talks.

    It paid up to win government payer work. That raises the bar for returns from the deal.

    Performant proxy, Sep 2025; Performant release, Aug 1, 2025
  4. 04
    Watch

    Performant's CEO left within a year.

    Simeon Kohl stayed on in Machinify's leadership at the Oct 2025 close. Health Catalyst named him its CEO on Sep 8, 2026.

    Losing the acquired company's leader early is common in roll-ups, but can slow integration of its government business.

    Health Catalyst 8-K, Sep 8, 2026
  5. 05
    Watch

    Customers worry about the mergers.

    In a KLAS First Look shared by Machinify, some customers said acquisitions could pull focus from product work; others asked for a better portal and reporting.

    Combining five firms is a multi-year job. Expect integration and platform migration work in engineering roles.

    Machinify on KLAS, Oct 1, 2025
  6. 06
    Watch

    Class action over Medicare Advantage liens.

    Zakarian v. The Rawlings Company (24-cv-229, W.D. Missouri) alleges Rawlings refuses to deduct legal costs when recovering liens for Medicare Advantage plans.

    Subrogation draws lawsuits from injured patients. The outcome is open; no ruling was listed.

    US District Court, W.D. Missouri class action list, checked Nov 3, 2026
  7. 07
    Neutral

    Added genetic testing reviews.

    In Jul 2026 Machinify bought InformedDNA's genetic testing payment integrity business. It found over $70M of savings in one Medicaid program. Price not disclosed.

    Small add-on deals continue after the big 2025 buys.

    Machinify, Jul 13, 2026
  8. 08
    Neutral

    Its own numbers do not match.

    The home page says 90+ customers and 18 of the top 20 plans; job posts say 85+ plans and many of the top 20, with 270M lives.

    Both point to fast growth from 60+ plans in early 2025, but treat exact counts as marketing.

    Machinify home page and Greenhouse posts, checked Nov 3, 2026
04 · Who gets paid most

Engineering is paid 12% over market. Data, about the same.

Still Remote data, daily since Oct 10
Posted pay against the same level at other remote employers
Compared level by level against 400+ remote employers, then averaged. Number of posted ranges beside each team.
AI and ML listings, Oct 10 to Nov 3
4 → 4about the same
Remote listings, same days
35 → 38+9%

We save every company's roles, pay by team and level, AI share and churn every day, so each month this page can say more. Sparklines use their own scale.

05 · Built for the agentic era?

Can AI agents do business with Machinify?

We checked the agent payment programs, developer docs and site rules an AI assistant would meet.

Our verdict

Agents inside, not outside. Builds AI agents for claim audits; no public API, MCP server or llms.txt found.

Still Remote read
LiveNot found
  1. Its own AI agents
    A Jun 2025 company post describes an agentic workflow that pulls values from long medical records and checks its own output for errors. No accuracy figures given.
    Machinify, Jun 5, 2025
    Yes
  2. Building agents that audit claims end to end
    Its AI Engineer post describes production agents that read raw medical records and reason over coding guidelines.
    Greenhouse post, checked Nov 3, 2026
    Yes
  3. An MCP server or public API for agents
    No developer portal, API docs or MCP server found. docs.machinify.com returned 403.
    checked Nov 3, 2026
    Not found
  4. Site AI tools can read (llms.txt)
    machinify.com/llms.txt returns 404.
    checked Nov 3, 2026
    Not found
  5. Lets AI crawlers read its site
    robots.txt has only 'User-agent: *' and a sitemap line, with no Disallow rules and no named AI bots.
    checked Nov 3, 2026
    Yes
05 · Inside the company

Where Machinify puts AI to work.

AI and ML job titles, share of open remote listings
Machinify
10.5%
Every company we track
6.4%
4 of 38 Machinify listings on Nov 3. Scale 0% to 15%.
  1. 1
    Engineers code with AI tools
    Machinify says AI engineers will spend a meaningful part of each day driving Claude Code, Codex and similar tools.
    Greenhouse post, checked Nov 3, 2026
  2. 2
    AI in finance work too
    An entry-level accounting post asks the hire to help automate accounting workflows with AI tools.
    Greenhouse post, checked Nov 3, 2026
  3. 3
    Model training rights are negotiated
    A new legal role owns AI and data terms with health plans, including model training rights and PHI handling, under a Chief Privacy Officer.
    Greenhouse post, checked Nov 3, 2026
06 · What the hiring says

More listings than on Sep 7, led by clinical.

Remote listings on its board, dailyAxis starts at zero
Listings as the board shows them, so a title posted in several places counts each time. Team counts are open roles, repeated titles once.
9 of 38
roles are clinical
7
engineering roles, the next biggest team
1
country named in its remote roles, led by United States
+7
new roles in the last 7 days
08 · Where it looks headed

The signals, and which way they push.

  1. Tailwind
    Customer count keeps rising.

    From 60+ health plans and 160M lives in Feb 2025 to 85+ plans and 270M lives in Jul 2026.

  2. Tailwind
    Government payers now in reach.

    Performant brought Medicare, Medicaid and state government work to a platform that sold mostly to commercial plans.

  3. Headwind
    Bigger rivals.

    Cotiviti was valued at about $10.5B in 2024 and Optum sits inside UnitedHealth. Both sell payment integrity to the same plans.

  4. Headwind
    Five companies to stitch together.

    Customers told KLAS they fear M&A distraction, and the Performant CEO left within a year.

09 · Bold predictions

Where Machinify ends up, if we had to bet.

Our calls, not facts. Each one is tied to something that already happened, so you can judge the reasoning.

  1. 1

    Machinify lists on a stock exchange by 2031.

    Long shot 16%IPO

    Buyout firms usually exit by selling to another firm or a strategic buyer. New Mountain has stated no IPO plan and no filing exists.

    New Mountain Capital, Jan 2025; search Nov 3, 2026
  2. 2

    New Mountain sells or recapitalizes Machinify by 2031.

    Likely 72%M&A

    It assembled the business from 2023 to 2025 and funded the last deal with debt. Buyout holds of five to seven years would point to an exit around then.

    Healthcare Dive, Sep 2024; Performant proxy, Sep 2025
  3. 3

    Machinify buys more niche review businesses like genetic testing.

    Likely 72%Product

    It added InformedDNA's unit in Jul 2026 after two big 2025 deals. Its CEO says genetic testing is one of many areas it is deploying into.

    Machinify, Jul 13, 2026
  4. 4

    AI agents do most first-pass medical record reviews at Machinify, with nurses checking.

    Coin flip 50%AI

    It is building agents for end-to-end claim audits. Regulators and plans still want defensible, human-checked findings.

    Greenhouse post; Machinify, Jun 2025
  5. 5

    Machinify is a top-two independent payment integrity vendor with Cotiviti.

    Coin flip 50%Competition

    It already reports 18 of the top 20 plans as customers. Cotiviti and Optum are larger and integration risk is real.

    Machinify home page, Nov 2026

Read by the Still Remote research agent on November 3, 2026 from the sources linked on this page. Facts and scenarios only, not investment advice.