Kela Health
Techstars '18San Francisco, US · Founded 2016 · Delaware corporation · 8 employees on LinkedIn · 7 known investors
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KelaHealth develops data-driven solutions that apply insights from millions of patient records to personalize and improve medical decision-making. The platform serves healthcare providers seeking to deliver safer, evidence-based care tailored to individual patients.
Also known as KēlaHealth · KelaHealth, Inc. · KēlaHealth, Inc.
Founders & leadership
Board
Investors · 7
How we know: the VCSheet dataset · research · kelahealth.com · Not right? Tell us
How we know: Nueterra Capital's portfolio page · Not right? Tell us
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us
How we know: a partner's Signal profile · Not right? Tell us
Also in the syndicate · 1
Reported raises · per SEC filings
Form D private placements$3.9M disclosed across 3 of 5 rounds · 2018–2022
▶$2MraisedAug 2022 · 3 investors · Other TechnologyRule 506(b)
- Dennis McWilliamsDirector
- Bora ChangExecutive Officer, Director
- Offering amount
- $4M
- Amount sold
- $2M
- First sale
- Jul 2022
- Incorporated
- Corporation, Delaware
- Federal exemptions
- 06b
▶$1.8MraisedJul 2020 · 11 investors · Other TechnologyRule 506(b)
- Dennis McWilliamsDirector
- Bora ChangExecutive Officer, Director
- Offering amount
- $2.5M
- Amount sold
- $1.8M
- First sale
- Jun 2020
- Incorporated
- Corporation, Delaware, 2016
- Federal exemptions
- 06b
▶$75KraisedOct 2018 · 2 investors · Other TechnologyRule 506(b)
- Bora ChangExecutive Officer, Director
- Zhifei SunDirector
- Offering amount
- $750K
- Amount sold
- $75K
- First sale
- May 2018
- Incorporated
- Corporation, Delaware, 2016
- Federal exemptions
- 06b
Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.
Company profile
researched Sep 2026KēlaHealth is a healthcare data analytics company that provides patient-specific predictive insight and risk-stratification software intended to improve surgical quality and prevent complications. Its Surgical Intelligence Service is delivered as an AI-enabled API that supplies predictions and recommended interventions at decision points across the perioperative process, and is surfaced inside established medtech and software partner applications rather than as a standalone clinician tool.
The core product, Kela Scores, estimates each patient's likelihood of developing a surgical complication or adverse outcome, assessing and updating risk across nine major complication categories for any procedure throughout the perioperative process. Recommended interventions are stratified by the individual patient's risk profile and by each hospital's standards for cost, quality, resource utilization and patient experience. Models are trained on data from millions of surgical procedures, interventions and outcomes, and can be tailored to a given hospital using EHR, robotic and social-determinants-of-health data.
The company positions the platform as helping hospitals increase patient throughput and appropriate utilization, improve care-team productivity, scheduling accuracy and communications, predict individual risk and identify modifiable factors, and improve patient-safety indicators while reducing hospital-acquired conditions and readmissions. Hospital partners have applied the platform in colorectal, vascular, cardiac and orthopedic surgery.
Founding story
KēlaHealth was founded by CEO Bora Chang, MD, together with advisors Erich Huang, MD, PhD, and Zhifei Sun, MD, at Duke University Health System. As practicing clinicians they set out to build an objective, risk-based stratification tool after observing the complexity of decision-making in surgical patient care.
Business model
KēlaHealth delivers a cloud-based software-as-a-service solution to healthcare providers, surgeons and hospital systems. Its AI-enabled API is embedded in partner medtech and software applications, so industry partners can extend value beyond their core device and software offerings while hospitals receive predictive insights within existing workflows.
Cloud-based software-as-a-service sold to healthcare providers, surgeons and hospital systems, with delivery through partner medtech and software applications. Funding to date has also included government grant support from the NSF SBIR/STTR programs.
Traction
Reported results include a 41% reduction in surgical site infection with 26% cost savings in a vascular case study, and $3 million in annual savings in a single cardiac surgery service with 50% cost savings; Cedars-Sinai's Surgeon-in-Chief stated the cardiac partnership identified up to $3 million a year in cost savings. A Duke study reported a 21% reduction in acute kidney injury and 24% fewer readmissions after colorectal surgery. The company states it has been used across colorectal, vascular, cardiac and orthopedic specialties and has participated in the Cedars-Sinai Techstars Accelerator, Healthbox Studio and Plug and Play.
Latest developments
A Duke study reported that KelaHealth's platform was associated with a 21% reduction in acute kidney injury and a 24% decrease in readmissions following colorectal surgery. In October 2020 the company closed a combined $2.9 million seed and $10 million milestone-based Series A round led by Santé Ventures and Intuitive Ventures; the investment was Intuitive Ventures' first from its $100 million inaugural fund. The careers page lists no open positions.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
The company frames its market opportunity around the roughly 51 million surgeries performed annually in the U.S. with an average complication rate of 15 percent, about half of which are considered avoidable and contribute to an estimated $77 billion in wasted healthcare costs each year. It describes itself as building a learning ecosystem across providers, medtech companies and payers to improve surgical outcomes.
Rather than a standalone application, the offering is an API that embeds patient-specific predictions and stratified intervention recommendations into partner medtech and software products already in use at hospitals. Recommendations are calibrated both to the individual patient's risk profile and to each hospital's cost, quality, utilization and patient-experience standards, and models can be tailored per hospital using EHR, robotic and SDOH data.
Technology
Machine learning and deep learning models trained on data from millions of surgical procedures, interventions and outcomes. The algorithms produce risk scores across nine major complication categories, update them throughout the perioperative process, and can be tailored to an individual hospital using EHR, robotic and social-determinants-of-health data. Outputs are delivered in real time through an API integrated into partner applications. A related deep learning risk model for management of closed groin incisions after vascular surgery was published in the Journal of Surgical Research.
Go-to-market
The company distributes its predictive insights through partnerships, augmenting established medtech and software applications via its API rather than selling only a standalone product. It works with providers, medtech companies and payers, and publishes case studies and a whitepaper behind a registration form for prospective customers.
Hospitals and health systems, surgeons and surgical care teams, medtech companies and payers. Deployments have covered colorectal, vascular, cardiac and orthopedic surgical specialties.
Geography
The October 2020 financing announcement was issued from San Francisco, and the funding was intended to expand the platform to hospitals and surgical partners across the United States. Early activity and coverage centered on the Raleigh-Durham-Chapel Hill region and Duke University Health System, with accelerator participation at Cedars-Sinai in Los Angeles.
History
The company was founded at Duke University Health System and appeared in regional startup coverage from late 2016, including a Raleigh-Durham-Chapel Hill startup list (December 2016) and the CED Life Science Conference and WRAL TechWire southeastern life-science lists in early 2017. It took part in the Duke Startup Challenge and the DukeGEN Startup Showcase in 2017, received an NSF STTR Phase I grant in July 2017, joined the Healthbox Studio 2017 cohort in September 2017, and received an NC IDEA seed grant in November 2017. In 2018 it joined the Plug and Play summer cohort and the fourth class of the Cedars-Sinai Accelerator powered by Techstars. In October 2020 the company, then reported from San Francisco, announced a combined $2.9 million seed and $10 million milestone-based Series A financing.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Related companies · 5
Companies working in the same space as Kela Health.
Non-dilutive funding · 2 SBIR/STTR awards
Federal grants — no equity taken| Agency | Phase | Year | Amount |
|---|---|---|---|
| National Science Foundation | Phase II | 2019 | $693.9K |
| National Science Foundation | Phase ISTTR | 2017 | $225K |
Source: SBIR.gov award data (U.S. Small Business Administration). SBIR/STTR awards are competitive federal R&D grants and contracts — non-dilutive capital alongside any venture rounds above.
Timeline · 9
launches, deals, and filingsClosed a $2.9 million seed financing and a milestone-based $10 million Series A led by Santé Ventures and Intuitive Ventures, inclusive of grant funding from the NSF SBIR program, to expand the platform to hospitals and surgical partners across the United States.
$12.9M source ↗
Modern Healthcare reported that Intuitive Ventures launched a $100 million venture fund and made KelaHealth its first investment.
Publication describing a deep learning-based risk model for best management of closed groin incisions after vascular surgery.
A Duke study found the KelaHealth platform was associated with a 21% reduction in acute kidney injury and a 24% decrease in readmissions following colorectal surgery.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
Legal entities · 1
corporate structure▸Research sources · 8
primary sources listed
- kelaHealthkelahealth.com · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Kela Health do?
- KelaHealth is a surgical intelligence company whose AI models predict patient-specific complication risk and recommend interventions.
- Who are Kela Health's investors?
- Kela Health's investors include Blue Hour Ventures, Intuitive Ventures, NC IDEA, Nueterra Capital, Techstars, Sante Ventures.
- How much funding has Kela Health raised?
- Kela Health has disclosed $3.9M raised across 3 of its 5 known rounds.
- Where is Kela Health headquartered?
- Kela Health is headquartered in San Francisco, US.






