Insurf
Automate prior auth and denial appeals end-to-end with cited drafting and physician sign-off.
Insurf's cited drafting and accountability contract directly attack the denial-appeal gap — if you're a specialty practice bleeding from denials, this is worth a serious look. The catch: it's still in pilot, so expect to vet readiness and security before committing patient data. For everyone else, wait for broader rollout.
Verified 8d ago · liveness 55/100 · cite: rightaichoice.com/tools/insurf
- Specialty medical practices facing high prior-auth denial rates (13-35%)
- Hospitals aiming to overturn high-value clinical denials before write-off
- Healthcare practices that want an accountable, cited drafting pipeline with physician sign-off
- Insurance brokers and patients needing accurate 12-month cost estimates via Surely
- Individuals seeking a standalone consumer insurance comparison app without enrollment support
- Practices without EHRs or with limited digital health records
- Enterprises needing a fully mature, widely deployed platform — Insurf is still in pilot
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Skip Insurf if you're an individual just shopping for health insurance or a practice without an EHR, because it's a pilot-stage platform requiring BAA and technical readiness, and you won't get value without a denial-heavy workflow.
The pilot program may require a signed BAA and launch checks, which could mean legal and IT overhead before you can even use the platform.
Insurf's pricing is contact-based, so it likely fits practices that can justify a custom quote based on revenue recovery. Compared to per-seat tools like Assurance (which charges $99/month per user), Insurf's cost may be higher, but its outcome-based accountability could be worth it for high-volume denials.
In short
Insurf — Automate prior auth and denial appeals end-to-end with cited drafting and physician sign-off. Best for Specialty medical practices facing high prior-auth denial rates (13-35%), Hospitals aiming to overturn high-value clinical denials before write-off, Healthcare practices that want an accountable, cited drafting pipeline with physician sign-off. Contact Sales pricing.
What's new in Insurf
Checked 6 days agoAcross the latest 1 update: 1 changelog entry.
What people actually say about Insurf — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
4 mentions across 1 source (Lemmy) · researched Jul 6, 2026.
- +Promises true 12-month cost estimation including all out-of-pocket expenses.
- +Automates prior authorization form filling from EHR data.
- +Generates denial appeals with source citations and physician attestation.
- +Graph-based data model connects plan choices, auths, and outcomes.
- +Outcome tracking creates structured data for future decision improvement.
- −No user feedback available to validate any claims.
- −Pilot program extremely limited; unclear when general access opens.
- −No public pricing or free tier; cost unknown.
- −Lack of integration details raises concerns about EHR compatibility.
- −Competitors like Zocdoc and HealthSherpa already have user bases.
- • No pricing published; potential per-member or per-claim fees unknown
Viability Score
How well maintained and how widely used is Insurf? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: August 2026
How we score →Key Features
- Six-step prior auth and denial appeal workflow
- Source-cited drafting from patient EHR data
- Physician attestation before final export
- Staff-controlled submission through existing channels
- Deadline tracking with contractual fee credits
- Managed report separating payer decisions from posted payment
- Worked-or-explained accountability for every eligible case
- Outcome tracking as structured data
- Coverage-decision graph linking plans, prior auth, appeals
- Surely: true 12-month cost estimation for plan selection
- Denial-risk overlay for specialty practices
- Appeal gap analysis using KFF and CMS data
- Pilot program for specialty practices
- BAA and launch checks before patient data enabled
About Insurf
Insurf is an AI-native platform that automates the entire health insurance workflow, with a spotlight on prior authorization and denial appeals. Its flagship product, Inveto, turns six steps — intake, source-cited drafting, physician review, staff-controlled submission, follow-up, and outcome reporting — into one accountable loop. Instead of just generating text, Inveto reads patient charts from your EHR, produces drafts with citations from the clinical record, and runs everything past a physician before your staff sends it through existing channels. The platform tracks receipts, deadlines, payer decisions, and posted payment, so nothing slips through the cracks. The appeal gap is the core pain point: only 11.5% of denied Medicare Advantage prior-authorization requests are ever appealed, yet 80.7% of appealed denials are partially or fully overturned (KFF analysis of 2024 CMS data). Insurf's accountability contract tackles this head-on — every eligible case is worked or has a documented reason why not, missed deadlines trigger fee credits, and the managed report keeps payer decisions separate from actual payment. You sign off on the candidate list before work starts, and the team is responsible for the work, not the insurer's verdict. Insurf also runs Surely, a plan-selection tool that estimates true 12-month costs including premiums, deductibles, copays, drug tiers, and networks. Both products share a coverage-decision graph that links plan choices, prior auth, and appeals into a living dataset. The company is Y Combinator-backed and currently piloting with specialty practices and hospitals, especially those drowning in denials. Unlike generic AI scribes or standalone billing automation, Insurf is built as a long-term data flywheel. It's designed to start with one workflow, keep your existing systems and staff, and prove value before deeper integration. For practices with high denial rates, this is a clear, accountable path to recovering significant revenue.
Behind the Verdict
Here's the honest take: Insurf is built around one of the most painful, expensive problems in healthcare — denied prior auths that nobody appeals. The stats are brutal: only 11.5% of denied Medicare Advantage requests are appealed, and over 80% of those appeals succeed. That's money left on the table. Insurf's answer isn't just drafting letters; it's an accountability contract that guarantees every eligible case gets worked or explained, with fee credits if deadlines slip. That's a differentiator you won't find in most AI scribes. What makes this worth a demo is the six-step workflow with physician sign-off baked in. Your doctors stay in control — they review the cited draft, make the call, and staff handle submission. The citations come from actual EHR data, so the draft has clinical backing, not just generic language. And the managed report force-splits the payer's decision from posted payment, so you're not fooled by an 'approved' that never pays. The flip side: Insurf is still in pilot. That means you're an early adopter, and you need to do your own diligence on security and readiness. The company published public trust pages in July 2026 for SOC 2 evidence collection, but that's not the same as holding the certification. Only patient data after a signed BAA and launch checks — which is the right gate, but expect some friction. Compared to alternatives like Cohere Health or Cerner's prior-auth tools, Insurf is more horizontal: it handles both prior auth and appeals, and it tracks outcomes as structured data, feeding a coverage-decision graph. Cohere tends to focus on prior auth with payer-side integration, while Cerner is more of an EHR-embedded system. Insurf's bet is that the graph becomes a competitive moat — the more cases you run, the smarter the tool
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Real-world workflow fit
Concrete scenarios for the personas Insurf actually fits — and what changes day-one when you adopt it.
A specialty practice receives a batch of denial letters for prior auth. The manager uploads the letters and payer policy snapshots into Insurf. Inveto drafts source-cited appeals, which the physician reviews and attests. The staff then submits via existing channels, and Insurf tracks deadlines and outcomes.
Outcome: The practice sees a significant increase in appealed denials, with a clear record of every case, and recovers a large portion of the $18,417 at-risk revenue from the sample.
A hospital has a queue of high-value clinical denials that are approaching write-off. The director uses Insurf to prioritize cases based on the denial-risk overlay and coverage-decision graph, then uses the six-step workflow to push them through physician review and submission.
Outcome: The hospital finishes a larger percentage of denials before write-off, and the managed-service report keeps payer decisions separate from payments, revealing revenue that would have been written off.
A broker has clients comparing health plans during open enrollment. Using Surely, the broker inputs household and care needs, and the platform generates a true 12-month cost estimate including premiums, deductibles, copays, and drug tiers.
Outcome: The broker provides clients with accurate cost comparisons, reducing the risk of client dissatisfaction and churn, and gains a competitive edge with cost transparency.
Use Cases
- Automate prior authorization submissions from denial letters to source-cited drafts in minutes.
- Generate physician-attested denial appeal packets and track them through payer decision.
- Estimate the true 12-month out-of-pocket cost of a health plan before enrollment, including drug tiers and deductibles.
- Manage a queue of high-value clinical denials with accountability contracts and deadline tracking.
- Track every prior auth and appeal outcome as structured data for reporting and process improvement.
Limitations
- Insurf is available through a pilot program for specialty practices.
- SOC 2 is in readiness, not yet certified.
- The platform does not have self-service signup or public API documentation.
- Patient data handling requires a signed BAA and technical readiness checks.
- Surely's cost engine has a narrow public-data slice for evaluation, and broader market readiness depends on source-data reconciliation.
- The coverage-decision graph is still evolving, so denial-risk predictions may not be fully accurate yet.
as of 2026-08-06
Verification history
We have re-verified Insurf 5 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
Where the pricing makes sense
The company stage and team size where Insurf's pricing actually pencils out — and where peers do it cheaper.
Insurf's pricing is contact-based, so it likely fits practices that can justify a custom quote based on revenue recovery. Compared to per-seat tools like Assurance (which charges $99/month per user), Insurf's cost may be higher, but its outcome-based accountability could be worth it for high-volume denials.
Setup time & first value
How long it actually takes to get something useful out of Insurf — broken out by persona, not the marketing-page minute.
For a specialty practice, setting up Insurf involves a demo, BAA execution, and launch checks—likely taking 2-4 weeks. For a hospital, additional IT integration with EHRs may extend to 6-8 weeks. Brokers using Surely can get started in a day, since it only requires inputting plan data.
Switching to or from Insurf
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Paper-based denial tracking: Start using Insurf's upload-first workflow to digitize existing denial letters and payer policies, then let Inveto draft appeals from them.
- ↗To Cerner Prior Auth: You can export outcome data from Insurf to complement Cerner's prior auth module, but you'd lose the accountability contract and source-cited drafting.
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Insurf
Common stack mates teams adopt alongside Insurf, with the specific reason each pairing earns its keep.
Cohere Health
Cohere Unify connects prior authorization, payment integrity, appeals, care management, quality, and claims operations for health plans.
Trellis AI
AI agents automating specialty healthcare admin workflows, from referral to prior authorization.
Fairway Health
AI co-pilot for prior authorization, purpose-built for health insurance plans
Featured Head-to-Head Comparisons
Insurf vs Codametrix
Choose CodaMetrix if you run a large health system drowning in coding costs and denials—it delivers proven 70% reduction in manual coding and a 5:1 ROI, was just ranked #1 in KLAS, and integrates deeply with Epic/Cerner. Choose Insurf if you're a specialty practice, health broker, or patient needing insurance cost transparency and automated prior authorization/dental appeal generation—it tackles the front-end and back-end of coverage decisions. They solve completely different problems; your choice depends on whether you need billing output or insurance input.
Insurf vs Isomorphic Labs
Insurf and Isomorphic Labs serve entirely different industries: health insurance vs. drug discovery. Choose Insurf if you need to automate health plan cost estimation, prior authorization, and denial appeals. Choose Isomorphic Labs if you are a pharma company seeking AI-driven drug design through a partnership. They are not direct competitors.
Insurf vs Rapidsos
Choose RapidSOS if you're a public safety agency or enterprise needing real-time emergency data integration and AI-assisted dispatch; choose Insurf if you're a health insurance broker, specialty practice, or patient seeking true-cost plan estimates and automated prior authorization/denial appeals. Both are contact-priced, but serve completely different verticals with no overlap.
Alternatives to Insurf
View allCohere Health
Cohere Unify connects prior authorization, payment integrity, appeals, care management, quality, and claims operations for health plans.
Trellis AI
AI agents automating specialty healthcare admin workflows, from referral to prior authorization.
Fairway Health
AI co-pilot for prior authorization, purpose-built for health insurance plans
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