Cornerstone AI
Cornerstone AI is a San Francisco-based software company that uses AI to automate healthcare data cleaning and standardization, serving life sciences and pharmaceutical organizations with its Expert-Guided AI for CPT and ICD-10 procedure code mapping.
- Company typePrivate
- Founded2022
- HeadquartersSan Mateo, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Cornerstone AI does
Cornerstone AI is a venture-backed, San Francisco-based software company that applies machine learning to automate the cleaning and preparation of healthcare data. Its core product is an enterprise platform that targets a specific, well-defined problem in healthcare research: poor data quality and inconsistent coding that slow down real-world evidence generation. The company serves life sciences and pharmaceutical organizations, with disclosed enterprise activity centered on the Loopback Health platform.
The company's primary technology differentiator is its "Expert-Guided AI" sub-product, which standardizes complex medical procedure data to CPT and ICD-10 Procedure codes. Disclosed technical performance includes over 99% data accuracy and over 98% mapping coverage in procedure code standardization. The platform processes structured healthcare data and is delivered as an enterprise solution rather than a self-serve product. The founding team includes a CEO, a president/co-founder, and a co-founder serving as Head of Biostatistics, suggesting applied clinical-statistical depth underpinning the model's design.
Cornerstone AI's business model is an enterprise SaaS approach, with go-to-market described as enterprise field sales targeting life sciences and pharmaceutical leaders. Pricing is not publicly disclosed. The company has raised approximately $10 million across two disclosed rounds — a $5 million seed in July 2022 led by Healthy Ventures and Initiate Studios, and a further $5 million round in October 2024 led by Acrew Capital — deployed toward product development, partnership expansion, and scaling of the enterprise platform.
Cornerstone AI firmographics
Firmographics- Name
- Cornerstone AI
- Legal name
- Cornerstone AI
- Website
- https://cornerstoneai.solutions
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Cornerstone AI is a San Francisco-based software company that uses AI to automate healthcare data cleaning and standardization, serving life sciences and pharmaceutical organizations with its Expert-Guided AI for CPT and ICD-10 procedure code mapping.
- Ownership category
- akta.pro rank
Cornerstone AI industry classification
Industry- Product category
- Healthcare Data Analytics Software
- NAICS
- Software Publishers (513210), Computer Systems Design and Related Services (5415)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- OCR, ICR & Intelligent Document Processing (IDP) (BPAAAKAB)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Electronic Data Capture (EDC) Platforms (HLACAOAA)
Keywords
Where Cornerstone AI is headquartered
LocationHeadquarters
- HQ city
- San Mateo
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Cornerstone AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Go-to-market motion1 record
Distribution channels1 record
Cornerstone AI product offering
Product offeringCore offering
Cornerstone AI provides an enterprise software platform that uses AI and machine learning to automate the cleaning and preparation of healthcare data for research and analysis. The platform standardizes complex medical procedure data to industry-standard codes such as CPT and ICD-10 Procedure codes, enabling life sciences and pharmaceutical organizations to generate higher-quality real-world evidence faster.
Product overview
Cornerstone AI offers an enterprise platform for healthcare data analysis with AI-based data cleaning and preparation capabilities. The core platform is enhanced by Expert-Guided AI, a specialized module for standardizing medical procedure data to CPT and ICD-10 codes. The product portfolio targets life sciences and pharmaceutical companies seeking to improve data quality for research and decision-making.
Differentiator
Problem solved
Functional benefit
Products and services
- Cornerstone AI Enterprise Platform An enterprise software platform that improves healthcare data analysis by automating data cleaning and preparation workflows for life sciences and pharmaceutical research.
- Expert-Guided AI An AI-powered capability that standardizes complex medical procedure data to CPT codes and ICD-10 Procedure codes, achieving over 99% data accuracy and 98%+ mapping coverage to accelerate real-world evidence generation.
Quantifiable outcome
- Over 99% data accuracy in procedure code standardization
- +1 more outcomes
Companies that use Cornerstone AI
Customer profileNamed customers1 record
Segments1 record
Ideal customer profiles1 record
Cornerstone AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature2 records
Cornerstone AI partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- Loopback HealthcoreExpanded strategic partnership with Loopback Health to deploy Expert-Guided AI for standardizing complex procedure data to CPT codes and ICD-10 Procedure codes. The partnership aims to deliver faster, higher-quality insights to life sciences and pharmaceutical leaders for critical decision-making. This partnership targets quality issues that historically slow down healthcare research.
Scale indicators3 records
Recent moves2 records
Expansion highlights4 records
Cornerstone AI competitors and assessment
Company assessmentDirect peers
- Flatiron Health: Flatiron Health curates oncology EHR data and provides real-world evidence products to pharma. Comparable because it tackles the same healthcare data quality + RWE problem Cornerstone AI targets, with a focus on structured, research-grade datasets.
- Datavant: Datavant provides health data connectivity, de-identification, and linking infrastructure used by life sciences and pharma. It is comparable because Cornerstone AI addresses the same upstream problem of healthcare data quality and usability for RWE, just at the standardization layer rather than the connectivity layer.
- Komodo Health: Komodo Health maps patient journeys using linked healthcare data for life sciences and pharma. It is comparable as a healthcare data intelligence platform serving RWE use cases that depend on the kind of clean, standardized data Cornerstone AI produces.
- Ciox Health: Ciox Health manages clinical data exchange, release of information, and medical record retrieval/coding for healthcare organizations. Comparable because medical coding and clinical data quality sit at the core of both businesses.
- Health Catalyst: Health Catalyst provides a healthcare data and analytics platform used by providers and life sciences. Comparable because it ingests, standardizes, and operationalizes clinical and claims data, overlapping with Cornerstone AI's data preparation value proposition.
- TriNetX: TriNetX operates a federated clinical research network with harmonized EHR data for pharma RWE and trial feasibility. It is comparable because Cornerstone AI's procedure code standardization directly supports the kind of research-grade data harmonization TriNetX delivers.
Emerging players
- Atropos Health: Atropos Health generates real-world evidence from electronic health record data using AI. Comparable because it sits in the same pharma-funded RWE workflow that depends on the data quality and standardization Cornerstone AI provides upstream.
- Tempus Labs: Tempus applies AI to multi-modal clinical and molecular data for precision medicine and pharma R&D. Comparable because it ingests and standardizes disparate clinical data types for downstream RWE and research, the same workflow Cornerstone AI is automating.
- Verana Health: Verana Health curates specialty EHR data for life sciences RWE. Comparable as a specialty-focused RWE data company whose underlying product quality depends on the same medical coding and data cleaning capabilities Cornerstone AI is commercializing.
Broad incumbents
- IQVIA: IQVIA is the largest CRO and healthcare data incumbent, offering RWE and analytics solutions to pharma. Comparable as the broad incumbent whose data products Cornerstone AI could either complement or compete against in pharma accounts.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights5 records
Customer concentration
Cornerstone AI social profiles
Digital presenceCornerstone AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Cornerstone AI leadership team
Management profileNumber of profiles
Profiles3 records
Cornerstone AI funding detail
Funding detailFunding overview
Funding rounds2 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Cornerstone AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Cornerstone AI
What does Cornerstone AI do?
Cornerstone AI provides an enterprise software platform that uses AI and machine learning to automate the cleaning and preparation of healthcare data for research and analysis. The platform standardizes complex medical procedure data to industry-standard codes such as CPT and ICD-10 Procedure codes, enabling life sciences and pharmaceutical organizations to generate higher-quality real-world evidence faster.
Is Cornerstone AI a public or private company?
Cornerstone AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Cornerstone AI founded?
Cornerstone AI was founded in 2022. It employs 1 to 10 people.
Where is Cornerstone AI based?
Cornerstone AI is headquartered in San Mateo, United States, in the North America region.
Who are Cornerstone AI's main competitors?
Direct peers on record are Flatiron Health, Datavant, Komodo Health, Ciox Health, Health Catalyst and TriNetX. Emerging players are Atropos Health, Tempus Labs and Verana Health. IQVIA is listed as a broad incumbent.
Does Cornerstone AI have an API?
No public API is recorded for Cornerstone AI.
What industry is Cornerstone AI in?
Cornerstone AI's product category is Healthcare Data Analytics Software. Its primary akta.pro industry code is BPAAAKAB, OCR, ICR & Intelligent Document Processing (IDP), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 513210 and its SIC code is 7370.