Rhino Federated Computing

Rhino Federated Computing

Federated AI platform for secure healthcare

Overview

Rhino Health offers a federated computing platform for secure AI collaboration in healthcare and life sciences without moving patient data. The platform uses federated learning and edge computing to bring code to data, enabling hospitals, pharma, and research centers to train models across distributed datasets while preserving privacy and complying with HIPAA and GDPR. It covers the full AI lifecycle—data discovery, harmonization, model training, validation, and monitoring—accessible via a web interface or SDK, with Harmonization Copilot automating mapping of diverse data to a common model. By building a large network of clients and partnerships (Google Cloud, Nvidia), Rhino Health aims to accelerate accurate, equitable AI for drug discovery, disease prediction, and diagnostics in areas like oncology and radiology.

Significant Headcount Growth

About Rhino Federated Computing

Simplify's Rating
Why Rhino Federated Computing is rated
C+
Rated B on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Healthcare

Company Size

11-50

Company Stage

Series A

Total Funding

$51.8M

Headquarters

Boston, Massachusetts

Founded

2020

Get referred to Rhino Federated Computing

See people who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • Rhino raised $15 million Series A in May 2025, extending runway and credibility.
  • CB Insights named Rhino to the 2026 AI 100, strengthening market visibility.
  • The October 19, 2026 Federate AI Summit can deepen partner, customer, and talent pipelines.

What critics are saying

  • Hospitals and pharma buy slowly; long security reviews can delay revenue for quarters.
  • Flower Labs and hyperscalers commoditize federated learning, squeezing Rhino’s pricing and relevance.
  • If regulators reject cross-border AI governance, Rhino’s core no-move-data model loses enterprise trust.

What makes Rhino Federated Computing unique

  • Rhino’s federated stack trains AI without moving patient data, preserving sovereignty and compliance.
  • It supports FHIR, OMOP, and custom harmonization, speeding multi-site healthcare collaboration.
  • Rhino has validated with Sheba Medical Center and major global pharma customers.

Help us improve and share your feedback! Did you find this helpful?

Funding

Total Funding

$51.8M

Above

Industry Average

Funded Over

6 Rounds

Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Meet Average

Industry standards

$15M
$8.2M
Discord
$15M
Canva
$15M
Rhino Federated Computing
$30M
Kalshi

Benefits

Hybrid Work Options

Flexible Work Hours

Growth & Insights and Company News

Headcount

6 month growth

-20%

1 year growth

10%

2 year growth

0%
GlobeNewswire
May 5th, 2026
Rhino Federated Computing named to the 2026 CB Insights' list of the 100 most innovative artificial intelligence startups.

Rhino Federated Computing named to the 2026 CB Insights' list of the 100 most innovative artificial intelligence startups. Recognized for achievements in infrastructure and compute. NEW YORK, May 05, 2026 (GLOBE NEWSWIRE) - CB Insights today named Rhino Federated Computing to its tenth annual AI 100, showcasing the 100 most promising private artificial intelligence companies in the world. "We're honored to be named to CB Insights' AI 100 and to be recognized among the most innovative AI companies shaping what comes next. This recognition..." "The 2026 AI 100 identifies emerging, high-momentum startups worth watching in an increasingly crowded market," "This year's cohort spans autonomous security operations, humanoid robots, and domain-specific AI for healthcare and financial services, and what unites them..." "We're honored to be named to CB Insights' AI 100 and to be recognized among the most innovative AI companies shaping what comes next. This recognition..." "The 2026 AI 100 identifies emerging, high-momentum startups worth watching in an increasingly crowded market," "This year's cohort spans autonomous security operations, humanoid robots, and domain-specific AI for healthcare and financial services, and what unites them..." "We're honored to be named to CB Insights' AI 100 and to be recognized among the most innovative AI companies shaping what comes next. This recognition..." "The 2026 AI 100 identifies emerging, high-momentum startups worth watching in an increasingly crowded market," said Adya Pandey, AI Analyst at CB Insights. "This year's cohort spans autonomous security operations, humanoid robots, and domain-specific AI for healthcare and financial services, and what unites them is proof of real traction outside a demo environment." "We're honored to be named to CB Insights' AI 100 and to be recognized among the most innovative AI companies shaping what comes next. This recognition reflects the growing urgency among enterprises to move beyond traditional, centralized AI approaches that can't meet the demands of privacy, regulation, and scale. Rhino was built to solve this challenge, helping organizations unlock the full value of their data through federated AI. We believe this approach will define the next era of enterprise AI, and we're excited to be leading the charge," said Dr. Ittai Dayan, CEO and Co-Founder of Rhino Federated Computing. The list primarily includes emerging early-stage startups driving innovation across AI. Our research team picked winning companies based on CB Insights datasets, including deal activity, industry partnerships, team strength, investor strength, employee headcount, and proprietary Commercial Maturity and Mosaic scores. We also dug into Analyst Briefings submitted directly to us by startups. Founded on the heels of its groundbreaking, multi-continental federated study, which demonstrated that collaborative AI can accurately predict COVID-19 outcomes, Rhino Federated Computing has established itself as the leader in privacy-native, federated AI. The company enables organizations in highly-regulated industries to unlock the full value of their data without moving it, while also protecting proprietary models and intellectual property. Rhino supports landmark federated initiatives advancing a new paradigm for secure, large-scale collaboration and real-world AI impact, including the federated infrastructure for Lilly TuneLab, the FAITE Consortium, and the Cancer AI Alliance (CAIA). Quick facts on the 2026 AI 100: * $10.9B in equity funding raised over time, including more than $2B in 2026 so far (as of 4/27/2026). * A fifth of the companies are from outside the United States, across 9 countries on 4 continents. * 190+ business relationships since 2024, including with industry leaders like Google, Nvidia, and Databricks. About CB Insights CB Insights is an AI super analyst for market intelligence. It delivers instant insights that help you bet on the right markets, track competitors, and source the right companies. Our AI super analyst is powerful because it is built on the validated database of companies and markets that CB Insights is famous for. To learn more, please visit www.cbinsights.com. About Rhino Federated Computing Rhino Federated Computing is the leader in privacy-native, federated AI and computing, enabling organizations in highly-regulated industries to unlock the full value of their data without moving it, while also protecting proprietary models and intellectual property. By bringing computation to the data rather than centralizing sensitive information, Rhino empowers enterprises across life sciences, healthcare, financial services, and other industries to collaborate securely, accelerate innovation, and deploy AI at scale. Built for real-world complexity, Rhino's Federated Computing Platform (Rhino FCP) transforms fragmented data ecosystems into continuously learning networks and powers federated agentic AI, federated data science, and federated model networks - fueling smarter decisions, faster discoveries, and measurable business impact while maintaining the highest standards of privacy, security, and compliance. To learn more, please visit www.rhinofcp.com or follow us at www.linkedin.com/company/rhinofc/.

GlobeNewswire
May 22nd, 2025
Rhino Federated Computing Raises $15M Series A to Scale Federated AI Across Regulated Industries

Rhino Federated Computing raises $15M Series A to expand its enterprise-grade federated AI platform for healthcare, life sciences, and financial services....

PYMNTS
Dec 10th, 2024
Google Cloud And Swift Partner On Privacy-Preserving Ai Model Training

Google Cloud and Swift are working together to develop a secure, privacy-preserving solution for financial institutions that use federated learning techniques. Federated learning enables collaborative artificial intelligence (AI) model training without compromising privacy and confidentiality, Google Cloud said in a Tuesday (Dec. 10) blog post. Swift plans to roll out a sandbox with synthetic data in the first half of 2025, working with Google Cloud and 12 global financial institutions, according to the post

PR Newswire
Oct 31st, 2024
TELUS invests in Homethrive for eldercare

TELUS Global Ventures has invested in Homethrive and Rhino Health to enhance elderly support management and healthcare data analysis. These investments aim to create a more efficient, patient-centric care ecosystem. Homethrive, based in Illinois, combines human expertise with digital solutions for caregiving, while Boston-based Rhino Health focuses on healthcare AI. This brings TELUS Global Ventures' portfolio to over 150 companies, supporting transformative care solutions.

U.S. Securities and Exchange Commission
Oct 7th, 2023
SEC FORM D/A

The Securities and Exchange Commission has not necessarily reviewed the information in this filing and has not determined if it is accurate and complete.The reader should not assume that the information is accurate and complete.

Recently Posted Jobs

Sign up to get curated job recommendations

There are no jobs for Rhino Federated Computing right now.

Find jobs on Simplify and start your career today

We update Rhino Federated Computing's jobs every few hours, so check again soon! Browse all jobs →