Insurf

Health-benefits company with an AI-native ICHRA platform that recommends individual plans and sets employer allowances from priced filings, plus Inveto, which drafts source-cited prior authorizations and denial appeals for physician review and staff-controlled submission.

StageUndisclosed

Founded2026

HeadquartersProvidence, USA

StatusPrivate

Founded — ycombinator.com · 19 Oct 2026

insurf.io

Products

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

Insurf ICHRA platform Platform

Employer benefits platform for ICHRA (fixed monthly allowance instead of a group plan): an engine prices every filed individual plan in the county to recommend allowances and plans, with a free savings audit and a text assistant, Marla; sold by demo with no published prices.
Inveto Application

Prior-authorization and denial-appeal workflow for clinics and hospitals: it takes in a case, drafts a source-cited request or appeal, routes it to a physician for sign-off, leaves submission to staff, then tracks deadlines and the payer outcome; started on one workflow and sold by contact with no published prices.

Similar products 46

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

All 46Capability overlap 44Shared product type 40Same company status 33

AidocLate-stageInveto and Care Coordination both list clinical documentation; both also serve buyers who need to document a clinical encounter; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare A

AbridgeLate-stageInveto and Abridge Contextual Reasoning Engine both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare AH

Allia HealthUndisclosedInveto and Allia both list clinical documentation; both also serve buyers who need to document a clinical encounter; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare D

DoximityPublicInveto and Doximity Scribe both list clinical documentation; both also serve buyers who need to document a clinical encounter; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare AH

Ambience HealthcareLate-stageInveto and Ambience both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare O

OraclePublicInveto and Oracle Health AI Agents both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.3 of 3 capabilitiesShared product typeCompare P

PublicUndisclosedInsurf ICHRA platform and Public Agents (Agentic Brokerage) both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare KH

K HealthLate-stageInveto and K Health both list clinical documentation; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare CH

Cohere HealthLate-stageInveto and Cohere Care Assist both list clinical documentation; both also serve buyers who need to document a clinical encounter; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare Z

ZarnaUndisclosedInsurf ICHRA platform and Zarna both list financial analysis; scale not recorded for either; ships AI agent rather than the same layer.2 of 3 capabilitiesDifferent layerCompare M

MicrosoftPublicInveto and PowerScribe One both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare SH

Siemens HealthineersPublicInveto and Eclipse both serve buyers who need to document a clinical encounter; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare F

ForwardUndisclosedInsurf ICHRA platform and Forward both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare A

AmazonPublicInveto and AWS HealthScribe both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare I

IntuitPublicInsurf ICHRA platform and Intuit Intelligence both list financial analysis; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare F

FinOpslyEarly-stageInsurf ICHRA platform and Costix both list financial analysis; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare S

SASUndisclosedInsurf ICHRA platform and SAS Credit Origination both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare F

FinoutEarly-stageInsurf ICHRA platform and Investigation Agent both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare T

TIFINLate-stageInsurf ICHRA platform and TIFIN.AI both list financial analysis; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare Q

QuantexaLate-stageInsurf ICHRA platform and Quantexa Decision Intelligence Platform both list financial analysis; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare VS

Veeva SystemsPublicInveto and Veeva Falcon both list clinical documentation; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare R

RogoLate-stageInsurf ICHRA platform and Rogo both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare E

Evergreen.aiUndisclosedInsurf ICHRA platform and Evergreen.ai both list financial analysis; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare D

DiligenceSquaredUndisclosedInsurf ICHRA platform and DiligenceSquared both list financial analysis; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare M

MultiplierUndisclosedInsurf ICHRA platform and Multiplier both list financial analysis; scale not recorded for either; ships agent platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompare A

AddeparUndisclosedInsurf ICHRA platform and Addison both list financial analysis; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare O

OpenEvidenceLate-stageInveto and OpenEvidence Doctor Dialer both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare A

AlphaSenseLate-stageInsurf ICHRA platform and AlphaSense Financial Data both list financial analysis; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare Z

ZoomPublicInveto and Zoom Clinical Notes both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare R

RobinhoodPublicInsurf ICHRA platform and Robinhood Agentic Trading both list financial analysis; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare X

Xiao-iPublicInsurf ICHRA platform and DIF both list financial analysis; Insurf's scale not recorded; Xiao-i's scale not comparable: only a revenue estimate, no market cap or valuation.1 of 3 capabilitiesShared product typeCompare I

Inception42UndisclosedInsurf ICHRA platform and Alpha both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare M

M42UndisclosedInveto and Med42 both list clinical documentation; scale not recorded for either; ships model API rather than the same layer.1 of 3 capabilitiesDifferent layerCompare L

LATOUndisclosedInsurf ICHRA platform and LATO both list financial analysis; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompare V

VantageEarly-stageInsurf ICHRA platform and LLM Token Allocation both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare H

HebbiaLate-stageInsurf ICHRA platform and Hebbia Matrix both list financial analysis; Insurf's scale not recorded; ships AI agent and agent platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompare HA

Hippocratic AILate-stageInveto and Nurse Co-Pilot both list clinical documentation; both also serve buyers who need to document a clinical encounter; Insurf's scale not recorded.2 of 3 capabilitiesShared product typeCompare TA

Tempus AIPublicInveto and Tempus ECG-AF both serve buyers who need to document a clinical encounter; Insurf's scale not recorded.Shared product typeCompare TR

Thomson ReutersPublicInsurf ICHRA platform and Ready to Advise both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare L

LunitPublicInveto and Lunit INSIGHT CXR both serve buyers who need to document a clinical encounter; scale not recorded for either.Shared product typeCompare 01

01.AIUndisclosedInsurf ICHRA platform and TrueNorth AI Decision Platform both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare S

SpendlineUndisclosedInsurf ICHRA platform and Spendline both list financial analysis; scale not recorded for either.1 of 3 capabilitiesShared product typeCompare B

BaichuanLate-stageInveto and Baixiaoyi both list clinical documentation; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare M

MavvrikEarly-stageInsurf ICHRA platform and Mavvrik Agent both list financial analysis; scale not recorded for either.2 of 3 capabilitiesShared product typeCompare FD

Financial DatasetsUndisclosedInsurf ICHRA platform and Financial Datasets API both list financial analysis; scale not recorded for either; ships API service rather than the same layer.1 of 3 capabilitiesDifferent layerCompare SA

Sakana AILate-stageInsurf ICHRA platform and Sakana Marlin both list financial analysis; Insurf's scale not recorded.1 of 3 capabilitiesShared product typeCompare

Show all 46 related companiesShow fewer

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.