The data programmes hospital records already flow into
4 of 12 hospital data programmes whose pages we read describe hospitals or health systems joining as members, partners or a network, read 10 November 2026.
How hospitals take part, by its page
Where its data comes from, by its own page
What kind of records, by its own page
Whether its page says the data is de-identified
What its page says, quoted
Every answer from every programme
Each row is one programme. Click an answer to see the sentence behind it, quoted from the page with the date we read it. Where it says "not stated", the page we read is silent on that question.
| Programme | Where its data comes from, by its own page | What kind of records, by its own page | Whether its page says the data is de-identified | How hospitals take part, by its page | What its page says, quoted |
|---|---|---|---|---|---|
| Arcadia | not statedNot addressed in Arcadia home page | clinical and claims data linked | not statedNot addressed in Arcadia home page | not statedNot addressed in Arcadia home page | Connecting longitudinal clinical and claims data across care settings |
| Datavant | several of these together | not statedNot addressed in Datavant home page | says the data is de-identified or anonymised | hospitals or health systems join as members, partners or a network | Join Datavant’s network of networks, including more than 80,000 hospitals and clinics… |
| Epic Cosmos | hospitals and health systems | not statedNot addressed in Cosmos | not statedNot addressed in Cosmos | hospitals or health systems join as members, partners or a network | By combining their data, participating organizations and Epic can make new discoveries… |
| HealthVerity | not statedNot addressed in HealthVerity home page | clinical and claims data linked | says the data is de-identified or anonymised | not statedNot addressed in HealthVerity home page | De-identified patient records available for research |
| IQVIA | not statedNot addressed in Real World Evidence | not statedNot addressed in Real World Evidence | says the data is de-identified or anonymised | not statedNot addressed in Real World Evidence | Non-identified patient records. |
| Komodo Health | not statedNot addressed in Komodo Health home page | not statedNot addressed in Komodo Health home page | says the data is de-identified or anonymised | not statedNot addressed in Komodo Health home page | 1 trillion+ linked records. 330M+ de-identified patients, refreshed daily. |
| Merative | health plans and payers | claims | not statedNot addressed in Real-world evidence | not statedNot addressed in Real-world evidence | Gain the granularity of fully-adjudicated closed claims data from payers across the US… |
| Optum | not statedNot addressed in Real-world data | clinical and claims data linked | not statedNot addressed in Real-world data | not statedNot addressed in Real-world data | Unlock insights using one of the industry’s largest and most trusted repositories of… |
| PicnicHealth | patients who sign up | not statedNot addressed in PicnicHealth home page | says the data is de-identified or anonymised | not statedNot addressed in PicnicHealth home page | Participating in research or sharing your records is always your choice. |
| Premier PINC AI | not statedNot addressed in PINC AI | not statedNot addressed in PINC AI | not statedNot addressed in PINC AI | hospitals buy its services | We help hospitals, health systems and care providers enhance efficiency, reduce costs and… |
| Truveta | hospitals and health systems | clinical and claims data linkedNot addressed in Truveta home page | hospitals or health systems join as members, partners or a network | Built with US health systems | |
| Vizient Clinical Data Base | hospitals and health systems | hospital benchmarking data | not statedNot addressed in Clinical Data Base | hospitals or health systems join as members, partners or a network | by-name hospital comparisons that build trust across clinical and executive stakeholders |
Each answer in its source's own words (65 quotes)
- Arcadia, Arcadia home page, read 2026-11-10, Where its data comes from, by its own page: No answer on the page, which ran to 3,041 characters when read on 2026-11-10.
- Arcadia, Arcadia home page, read 2026-11-10, What kind of records, by its own page:
Unify EHRs, claims, SDoH, and other sources into one flexible platform
- Arcadia, Arcadia home page, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 3,041 characters when read on 2026-11-10.
- Arcadia, Arcadia home page, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 3,041 characters when read on 2026-11-10.
- Arcadia, Arcadia home page, read 2026-11-10, What its page says, quoted:
Connecting longitudinal clinical and claims data across care settings
- Datavant, Datavant home page, read 2026-11-10, Where its data comes from, by its own page:
more than 80,000 hospitals and clinics, more than 75% of the top 100 largest health systems, 100% of US payers
- Datavant, Datavant home page, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 7,884 characters when read on 2026-11-10.
- Datavant, Datavant home page, read 2026-11-10, Whether its page says the data is de-identified:
Privacy, consent, and de-identification controls built into every workflow
- Datavant, Datavant home page, read 2026-11-10, How hospitals take part, by its page:
Join Datavant’s network of networks, including more than 80,000 hospitals and clinics
- Datavant, Datavant home page, read 2026-11-10, What its page says, quoted:
Join Datavant’s network of networks, including more than 80,000 hospitals and clinics, more than 75% of the top 100 largest health systems
- Epic Cosmos, Cosmos, read 2026-11-10, Where its data comes from, by its own page:
Cosmos is a dataset created in collaboration with a community of health systems using Epic
- Epic Cosmos, Cosmos, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 4,902 characters when read on 2026-11-10.
- Epic Cosmos, Cosmos, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 4,902 characters when read on 2026-11-10.
- Epic Cosmos, Cosmos, read 2026-11-10, How hospitals take part, by its page:
Meet a few of our Cosmos community members:
- Epic Cosmos, Cosmos, read 2026-11-10, What its page says, quoted:
By combining their data, participating organizations and Epic can make new discoveries and advance medicine.
- HealthVerity, HealthVerity home page, read 2026-11-10, Where its data comes from, by its own page: No answer on the page, which ran to 2,575 characters when read on 2026-11-10.
- HealthVerity, HealthVerity home page, read 2026-11-10, What kind of records, by its own page:
connect pharmacy, medical, lab, EHR and more
- HealthVerity, HealthVerity home page, read 2026-11-10, Whether its page says the data is de-identified:
De-identified patient records available for research
- HealthVerity, HealthVerity home page, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 2,575 characters when read on 2026-11-10.
- HealthVerity, HealthVerity home page, read 2026-11-10, What its page says, quoted:
De-identified patient records available for research
- IQVIA, Real World Evidence, read 2026-11-10, Where its data comes from, by its own page: No answer on the page, which ran to 6,683 characters when read on 2026-11-10.
- IQVIA, Real World Evidence, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 6,683 characters when read on 2026-11-10.
- IQVIA, Real World Evidence, read 2026-11-10, Whether its page says the data is de-identified:
Extract, structure, normalize, de-identify and transform your disparate data sources into analytics-ready output.
- IQVIA, Real World Evidence, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 6,683 characters when read on 2026-11-10.
- IQVIA, Real World Evidence, read 2026-11-10, What its page says, quoted:
Non-identified patient records.
- Komodo Health, Komodo Health home page, read 2026-11-10, Where its data comes from, by its own page: No answer on the page, which ran to 5,016 characters when read on 2026-11-10.
- Komodo Health, Komodo Health home page, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 5,016 characters when read on 2026-11-10.
- Komodo Health, Komodo Health home page, read 2026-11-10, Whether its page says the data is de-identified:
330M+ de-identified patients, refreshed daily.
- Komodo Health, Komodo Health home page, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 5,016 characters when read on 2026-11-10.
- Komodo Health, Komodo Health home page, read 2026-11-10, What its page says, quoted:
1 trillion+ linked records. 330M+ de-identified patients, refreshed daily.
- Merative, Real-world evidence, read 2026-11-10, Where its data comes from, by its own page:
closed claims data from payers across the US
- Merative, Real-world evidence, read 2026-11-10, What kind of records, by its own page:
Gain the granularity of fully-adjudicated closed claims data from payers across the US
- Merative, Real-world evidence, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 7,926 characters when read on 2026-11-10.
- Merative, Real-world evidence, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 7,926 characters when read on 2026-11-10.
- Merative, Real-world evidence, read 2026-11-10, What its page says, quoted:
Gain the granularity of fully-adjudicated closed claims data from payers across the US with actual cost and extensive longitudinal patient-views.
- Optum, Real-world data, read 2026-11-10, Where its data comes from, by its own page: No answer on the page, which ran to 3,715 characters when read on 2026-11-10.
- Optum, Real-world data, read 2026-11-10, What kind of records, by its own page:
one of the industry’s largest and most trusted repositories of longitudinal clinical and claims data
- Optum, Real-world data, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 3,715 characters when read on 2026-11-10.
- Optum, Real-world data, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 3,715 characters when read on 2026-11-10.
- Optum, Real-world data, read 2026-11-10, What its page says, quoted:
Unlock insights using one of the industry’s largest and most trusted repositories of longitudinal clinical and claims data.
- PicnicHealth, PicnicHealth home page, read 2026-11-10, Where its data comes from, by its own page:
We gather your records from every point of care into a single, organized view of your health journey.
- PicnicHealth, PicnicHealth home page, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 2,979 characters when read on 2026-11-10.
- PicnicHealth, PicnicHealth home page, read 2026-11-10, Whether its page says the data is de-identified:
If you join a study, your anonymized data help researchers answer critical questions
- PicnicHealth, PicnicHealth home page, read 2026-11-10, How hospitals take part, by its page: No answer on the page, which ran to 2,979 characters when read on 2026-11-10.
- PicnicHealth, PicnicHealth home page, read 2026-11-10, What its page says, quoted:
Participating in research or sharing your records is always your choice.
- Premier PINC AI, PINC AI, read 2026-11-10, Where its data comes from, by its own page: No answer on the page, which ran to 4,590 characters when read on 2026-11-10.
- Premier PINC AI, PINC AI, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 4,590 characters when read on 2026-11-10.
- Premier PINC AI, PINC AI, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 4,590 characters when read on 2026-11-10.
- Premier PINC AI, PINC AI, read 2026-11-10, How hospitals take part, by its page:
We help hospitals, health systems and care providers enhance efficiency, reduce costs and deliver exceptional patient outcomes
- Premier PINC AI, PINC AI, read 2026-11-10, What its page says, quoted:
We help hospitals, health systems and care providers enhance efficiency, reduce costs and deliver exceptional patient outcomes
- Truveta, Truveta home page, read 2026-11-10, Where its data comes from, by its own page:
Built with US health systems
- Truveta, Truveta home page, read 2026-11-10, What kind of records, by its own page: No answer on the page, which ran to 3,285 characters when read on 2026-11-10.
- Truveta, Truveta home page, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 3,285 characters when read on 2026-11-10.
- Truveta, Truveta home page, read 2026-11-10, How hospitals take part, by its page:
Built with US health systems
- Truveta, Truveta home page, read 2026-11-10, What its page says, quoted:
Built with US health systems
- Truveta, Truveta Data, read 2026-11-10, Where its data comes from, by its own page:
sourced directly from leading US health systems with a shared mission of Saving Lives with Data
- Truveta, Truveta Data, read 2026-11-10, What kind of records, by its own page:
By linking complete EHR data with closed claims and mortality data
- Truveta, Truveta Data, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 5,787 characters when read on 2026-11-10.
- Truveta, Truveta Data, read 2026-11-10, How hospitals take part, by its page:
sourced directly from leading US health systems with a shared mission of Saving Lives with Data
- Truveta, Truveta Data, read 2026-11-10, What its page says, quoted:
Truveta provides daily updated EHR data for more than 140 million patients
- Vizient Clinical Data Base, Clinical Data Base, read 2026-11-10, Where its data comes from, by its own page:
Access to a network of hospitals, enabling best practice sharing, collaboration, and case study insights.
- Vizient Clinical Data Base, Clinical Data Base, read 2026-11-10, What kind of records, by its own page:
CDB delivers credible benchmarking against relevant cohorts
- Vizient Clinical Data Base, Clinical Data Base, read 2026-11-10, Whether its page says the data is de-identified: No answer on the page, which ran to 12,734 characters when read on 2026-11-10.
- Vizient Clinical Data Base, Clinical Data Base, read 2026-11-10, How hospitals take part, by its page:
Access to a network of hospitals, enabling best practice sharing, collaboration, and case study insights.
- Vizient Clinical Data Base, Clinical Data Base, read 2026-11-10, What its page says, quoted:
by-name hospital comparisons that build trust across clinical and executive stakeholders
Not counted on this board
We read 1 named document that turned out not to be what this board asks about; why is given below. It counts toward the reading, not the answers.
- Health Catalyst: Health Catalyst's home page names no data source, record kind or hospital role; its privacy policy is read on the software terms board
The method in full
Each programme's own de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages were read through estate-fetch and stored whole (sha256 on every row).
For every page, five questions were answered from its own words: where its data comes from, by its own page, what kind of records, by its own page, whether its page says the data is de-identified, how hospitals take part, by its page, what its page says, quoted.
Every stated answer carries the sentence it rests on, checked against the stored text; 'not stated' means the page read does not address the question.
A programme with several pages reads 'varies' where they disagree.
12 programmes, 13 pages.
Source list (14)
- Cosmos | Epic (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Truveta (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Truveta Data | Truveta (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- PINC AI | Premier (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Clinical Data Base | Vizient (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Real-world evidence | Merative (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Komodo Health (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- PicnicHealth (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Datavant (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Real World Evidence | IQVIA (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- HealthVerity (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Arcadia (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
- Health Catalyst (read, set aside)
- Real-world data | Optum (quoted for reporting from the publisher's de-identified EHR networks, real-world data companies and hospital benchmarking databases, from their own pages)
Quote this figure or put it on your site
4 of 12 hospital data programmes whose pages we read describe hospitals or health systems joining as members, partners or a network, read 10 November 2026.
Where its data comes from, by its own page, by programme: not stated 6 of 12, hospitals and health systems 3 of 12, several of these together 1 of 12, patients who sign up 1 of 12, health plans and payers 1 of 12 (12 programmes, read 10 November 2026).
What kind of records, by its own page, by programme: not stated 6 of 12, clinical and claims data linked 4 of 12, hospital benchmarking data 1 of 12, claims 1 of 12 (12 programmes, read 10 November 2026).
Whether its page says the data is de-identified, by programme: not stated 7 of 12, says the data is de-identified or anonymised 5 of 12 (12 programmes, read 10 November 2026).
How hospitals take part, by its page, by programme: not stated 7 of 12, hospitals or health systems join as members, partners or a network 4 of 12, hospitals buy its services 1 of 12 (12 programmes, read 10 November 2026).
What its page says, quoted, by programme: stated 12 of 12 (12 programmes, read 10 November 2026).
Suggested citation: "The data programmes hospital records already flow into", updated 2026-11-10, https://sellhospitaldatatoai.com/datasets/hospital-data-programmes/.
Get the CSV (65 answers, compiled 2026-11-10)
Questions this data answers
Which de-identified data networks and real-world data companies take hospital and health system data, where does their data come from by their own pages, and do hospitals join them as members or partners?
4 of 12 hospital data programmes whose pages we read describe hospitals or health systems joining as members, partners or a network, read 10 November 2026.