What Triangle Health does

Triangle Health is a Pasadena-based software company that operates an AI-powered health navigation platform aggregating patient medical records from doctors, clinics, hospitals, labs, and pharmacies into comprehensive longitudinal histories. The platform uses AI to surface emerging treatments, off-label therapies, and clinical trials relevant to a patient's condition, with all AI-generated findings reviewed by licensed physicians before reaching the patient (a "doctor-in-the-loop" model). It serves two primary customer segments: individual patients managing complex or serious medical conditions who need to consolidate fragmented health data, and healthcare providers seeking organized patient histories that can be reviewed and copied directly into Epic, Cerner, or other EMR systems.

The underlying technology stack combines third-party medical record retrieval (via a core partnership with Particle Health) with multiple orchestrated AI model providers, including Anthropic's Claude integrated via the Model Context Protocol, Google Gemini, Azure OpenAI, OpenAI, Groq, LandingAI, and Perplexity AI, all operating under zero-data-retention agreements. Triangle does not develop proprietary AI models; instead it applies domain-specific orchestration, NLP over clinical text, and clinical workflow automation. The platform is HIPAA compliant across all 50 states with encrypted data, row-level security, and consent-based access, and exposes mobile apps on iOS and Android alongside the web application.

Triangle Health pursues a dual go-to-market motion targeting consumers and providers through a primarily self-serve, product-led model with subscription-based monetization. Membership is offered on monthly and annual auto-renewing terms (specific pricing not publicly disclosed), with account registration available via email, Apple, Google, and SMS authentication. Founded in 2024 by Arun Verma following his Grade 2 Glioma brain cancer diagnosis, the company is led by co-founder Arun Verma alongside CEO Jonathan Grubb and CTO Justin Balthrop. In March 2026, Triangle Health raised $4 million in pre-seed funding from Antler Criticality Fund and Hannah Grey to support platform development, partnerships, and early customer acquisition.

Name

Triangle Health

Legal name

Triangle Health

Website

https://trianglehealth.com

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Triangle Health operates an AI-powered health navigation platform that aggregates patient medical records from multiple providers and surfaces emerging treatments and clinical trials. It serves patients with complex conditions and healthcare providers via a doctor-in-the-loop model with subscription monetization.

Ownership category

akta.pro rank

Product category

Healthcare AI — Medical Record Aggregation & Health Navigation

NAICS

Offices of Physicians (6211)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Virtual Second Opinion & Care Navigation Platforms (HLALAAAF)

Keywords

• AI health navigation
• Medical record aggregation
• Patient history management
• Clinical trial matching
• EMR integration software

Headquarters

HQ city

Pasadena

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B and B2C

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Membership Subscriptions: Monthly and annual membership subscriptions providing access to the Triangle Health platform. Membership auto-renews on the same day each subsequent month or year. Payment via credit and debit cards (Visa, MasterCard, American Express, Discover). All membership fees are non-refundable.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels3 records

Core offering

Triangle Health is an AI-powered health navigation platform that aggregates patient medical records from doctors, clinics, hospitals, labs, and pharmacies into a single longitudinal patient history. The platform applies AI to surface emerging treatments, off-label therapies, and clinical trials, with all AI-generated findings reviewed by licensed physicians before being shared with patients. It is delivered through a website and iOS/Android mobile applications and integrates with Epic and Cerner EMR systems via Particle Health.

Product overview

Triangle Health offers a unified AI-powered health navigation platform with two primary interfaces: Triangle for Doctors and Triangle for Patients. The core platform aggregates medical records from doctors, clinics, hospitals, labs, and pharmacies into organized patient histories, then applies AI to surface emerging treatments, off-label therapies, and clinical trials. A doctor-in-the-loop model ensures licensed physicians review all AI-generated findings before patients receive them. The platform integrates with major EMR systems (Epic, Cerner) and Particle Health for medical record retrieval, with ChatGPT Health integration planned.

Differentiator

Problem solved

Functional benefit

Products and services

• Triangle for Doctors Doctor-facing interface that delivers an organized longitudinal patient history combining records gathered from across care (doctors, clinics, hospitals, labs, pharmacies) with patient-provided context. Physicians can review, update, and copy the generated history directly into Epic, Cerner, or any EMR system, and all AI-generated findings underlying the history are reviewed by licensed doctors.
• Triangle for Patients Patient-facing interface that lets individual users claim a health profile, consolidate records from multiple providers, and supplement the history with past treatment, symptoms, medications, and notes from other doctors. Membership-based access gives patients a longitudinal history they can share and ensures relevant information follows them across care.
• Triangle Health Membership Recurring subscription product that unlocks access to the Triangle Health Platform, available in monthly and annual billing options with auto-renewal on the same day each subsequent month or year. All fees are non-refundable and billed in US Dollars via credit or debit card (Visa, MasterCard, American Express, Discover).

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability5 records

Feature5 records

Partnerships

Five partnerships are on record, tiered core.

• Particle HealthcoreTechnology or Integration · 24 March 2026Triangle Health partners with Particle Health to retrieve patient medical histories. The integration enables single-click retrieval of comprehensive patient medical records from across the healthcare ecosystem, aggregating data from multiple providers into the Triangle Health platform for AI analysis and patient history compilation.
• AnthropiccoreTechnology or IntegrationTriangle Health is integrated with Anthropic's Claude via the Model Context Protocol (MCP). Claude AI processes patient medical data and research queries, with the doctor-in-the-loop model reviewing all AI-generated findings before sharing with patients.
• Google (Google Gemini)coreTechnology or IntegrationThird-party AI service provider used to deliver AI-powered features within the Services. Processes health data, documents, and messages submitted by users. Operates under zero data retention agreements and does not use data to train models.
• Microsoft (Azure OpenAI)coreTechnology or IntegrationThird-party AI service provider used to deliver AI-powered features within the Services. Processes user-submitted information including health data for platform functionality. Data is not retained and not used to train models.
• OpenAIcoreTechnology or IntegrationThird-party AI service provider used to deliver AI-powered features within the Services. Processes data under zero data retention agreements without retaining or using data for model training.

Scale indicators1 record

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Health Gorilla: Clinical data exchange platform operating across labs, imaging, and provider records; an incumbent in the same clinical-data aggregation category Triangle leverages for AI navigation.
• Particle Health: National health data network providing the record-retrieval API Triangle depends on; broader incumbent that could itself launch patient-facing AI navigation features and disintermediate Triangle.

Emerging players

• Lark Health: AI-driven chronic care and patient engagement platform; competes on consumer health AI experiences and chronic-condition management adjacent to Triangle's complex-condition patient focus.
• Trial Library: Clinical trial navigation and matching service for oncology patients; overlaps with Triangle's clinical-trial surfacing capability for complex-condition users.

Direct peers

• Ciitizen (Invitae): Patient-controlled medical record platform originally built for serious-illness patients—acquired by Invitae—directly comparable to Triangle's complex-condition patient profile and record-aggregation model.
• B.well Connected Health: Consumer health platform that aggregates records, benefits, and care resources into a single patient profile—closely aligned with Triangle's "one current history for doctors and patients" positioning.
• Mendel: AI platform that structures unstructured clinical text and patient records for healthcare and life sciences customers; competes on the AI-powered record interpretation layer Triangle uses.
• PicnicHealth: Patient-centric medical record aggregation platform that collects records across providers and structures them into longitudinal histories—directly overlapping Triangle Health's core record aggregation and AI summarization use case.
• 1upHealth: Healthcare data aggregation and API platform that unifies clinical, claims, and patient-generated data; competes with Triangle on the FHIR/clinical-data aggregation layer used by both consumers and providers.
• Suki AI: AI assistant for clinicians that ingests records and generates documentation/visit summaries; overlaps with Triangle's doctor-facing use case of organizing and copying patient context into EMRs.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/Triangle4Health
• Facebookfacebook.com/profile.php
• LinkedInlinkedin.com/company/trianglehealth

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Triangle Health