Submission declined on 3 August 2026 by Dreamyshade (talk). This draft's references do not show that the subject meets Wikipedia's criteria for inclusion for organizations and companies. The draft requires multiple published secondary sources that: provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles; are reliable: from reputable outlets with editorial oversight; are independent: not connected to the subject, such as press releases, the subject's own website, or sponsored content. Please add references that meet all three of these criteria. If none exist, the subject is not yet suitable for Wikipedia. If you would like to continue working on the submission, click on the "Edit" tab at the top of the window. If you have not resolved the issues listed above, your draft will be declined again and potentially deleted. If you need extra help, please ask us a question at the AfC Help Desk or get live help from experienced editors. Please do not remove reviewer comments or this notice until the submission is accepted. Where to get help If you need help editing or submitting your draft, please ask us a question at the AfC Help Desk or get live help from experienced editors. These venues are only for help with editing and the submission process, not to get reviews. If you need feedback on your draft, or if the review is taking a lot of time, you can try asking for help on the talk page of a relevant WikiProject. Some WikiProjects are more active than others so a speedy reply is not guaranteed. How to improve a draft Wikipedia:Contributing to Wikipedia – a basic overview on how to edit Wikipedia. Help:Wikitext – how to use the markup Help:Referencing for beginners – how to include references Wikipedia:Article development – how to develop your article Wikipedia:Writing better articles – how to improve your article Wikipedia:Verifiability – make sure your article includes reliable third-party sources You can also browse Wikipedia:Featured articles and Wikipedia:Good articles to find examples of Wikipedia's best writing on topics similar to your proposed article. Improving your odds of a speedy review To improve your odds of a faster review, tag your draft with relevant WikiProject tags using the button below. This will let reviewers know a new draft has been submitted in their area of interest. For instance, if you wrote about a female astronomer, you would want to add the Biography, Astronomy, and Women scientists tags. Add tags to your draft Editor resources Easy tools: Citation bot (help) | Advanced: Fix bare URLs Declined by Dreamyshade 7 days ago. Last edited by Dreamyshade 7 days ago. Reviewer: Inform author. Resubmit Please note that if the issues are not fixed, the draft will be declined again.

Submission declined on 22 June 2026 by Dreamyshade (talk). This draft's references do not show that the subject meets Wikipedia's criteria for inclusion for organizations and companies. The draft requires multiple published secondary sources that: provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles; are reliable: from reputable outlets with editorial oversight; are independent: not connected to the subject, such as press releases, the subject's own website, or sponsored content. Please add references that meet all three of these criteria. If none exist, the subject is not yet suitable for Wikipedia. Declined by Dreamyshade 49 days ago.

• Comment: Looked at this again and still not seeing evidence of meeting WP:ORGCRIT at this point. Dreamyshade (talk) 04:23, 3 August 2026 (UTC)

• Comment: "Framed the Dremio acquisition around three functional pillars for a modern lakehouse architecture inside SAP Business Data Cloud" is copy-paste from the BARC article; see Wikipedia:Copying text from other sources. Issues with marketing tone remain (see WP:IMPARTIAL). But the core problem remains that I don't see multiple sources that provide evidence for notability according to WP:SIRS. This is as much review as I can do on this article; another reviewer may have a different perspective. Dreamyshade (talk) 06:29, 23 June 2026 (UTC)

• Comment: The Register citation is somewhat helpful, but the Quartz article was already cited, CIO Dive is WP:DEPENDENTCOVERAGE, and Futurum is not WP:RS. See WP:ORGIND: "Independent content, in order to count towards establishing notability, must include original and independent opinion, analysis, investigation, and fact checking that are clearly attributable to a source unaffiliated to the subject." New content also sounds like marketing - see WP:TONE and Wikipedia:Use plain English. Still would help to point out WP:THREESOURCES. Recent BARC analysis might count as one. Dreamyshade (talk) 21:26, 22 June 2026 (UTC)

• Comment: Checked the cited sources and also checked for additional sources in Google Books, Google News, and Google Scholar, and I can't find sufficient independent, significant coverage in multiple secondary sources that would meet WP:NORG (see also WP:SIRS). A lot of the secondary coverage is routine (WP:CORPTRIV) or WP:DEPENDENTCOVERAGE, mostly based on press releases. Dremio staff have published two books with O'Reilly that have some in-depth coverage of Dremio products, but they aren't really independent of the company. Dreamyshade (talk) 17:00, 22 June 2026 (UTC)

• Comment: This article is on its way to meeting criteria, but organizations and companies have to meet a fairly high bar of showing independent, significant coverage in multiple secondary sources (WP:NORG). Can you write a comment here or on the talk page to point out which Wikipedia:Three sources that you consider the strongest evidence for notability according to WP:SIRS, keeping in mind WP:CORPTRIV? Thanks! Dreamyshade (talk) 01:05, 22 June 2026 (UTC)

• Thank you --this is very helpful. Will this new edit work? — Preceding unsigned comment added by Chris-A-McC (talk • contribs) 23:23, 22 June 2026 (UTC)

Dremio is an American software company that develops a data platform for analytics and business intelligence workloads.^[1] The company was founded in 2015 by Tomer Shiran and Jacques Nadeau, who previously worked together at MapR Technologies, and is headquartered in Santa Clara, California.^[2]

Dremio was founded in 2015 by Tomer Shiran and Jacques Nadeau.^[3][2] Shiran had previously served as Vice President of Product at MapR Technologies,^[2] and Nadeau co-created Apache Arrow.^[4][5] The company was established to address challenges associated with querying and analyzing data stored in large-scale distributed systems such as Hadoop.^[4] It is headquartered in Santa Clara, California.^[2]

Dremio launched its data lake engine in 2017, designed to enable SQL-based access to data stored in distributed data sources.^[6][7] The company subsequently introduced Gandiva,^[8] a code execution engine based on Apache Arrow,^[8] to improve query performance.^[9]

Over time, Dremio expanded its platform to support open data formats such as Apache Iceberg and cloud-based data lake architectures.^[10] The company co-created Apache Polaris, an open-source catalog for the Apache Iceberg ecosystem, and contributes to Apache Arrow governance.^[9][11]

Dremio has raised multiple rounds of venture capital funding from investors including Lightspeed Venture Partners, Redpoint Ventures, Norwest Venture Partners, Sapphire Ventures, Insight Partners, and Cisco Investments.^[1][2] In 2022, the company raised $160 million in a Series E funding round,^[1] bringing its valuation to approximately $2 billion.^[12]

In 2026, SAP announced an agreement to acquire Dremio.^[13][14] SAP planned to use Dremio to support SAP Business Data Cloud with federated, query-in-place lakehouse capabilities, which allows customers to run high-performance queries across SAP and non-SAP data without physical consolidation.^[15]

Dremio develops a cloud-based data platform, commonly described as a data lakehouse, that combines elements of data lakes and data warehouses.^[16][6] The platform enables organizations to run SQL queries directly on data stored in cloud object storage systems, such as Amazon S3 and Azure Data Lake Storage, without requiring data to be moved into a proprietary store.^[6][17]

The platform is built natively on Apache Arrow, Apache Iceberg, and Apache Polaris. A review by InfoWorld said that Dremio includes broad SQL compatibility, support for any data, and an open architecture designed to avoid vendor lock-in, while also observing that the platform lacks native business intelligence or machine learning capabilities.^[17]

Dremio offers both self-managed software and a managed cloud service, Dremio Cloud, for analytics workloads.^[16] Industry analyst Kevin Petrie of BARC U.S. said that Dremio's participation in the open-source community, particularly through Apache Arrow and Apache Iceberg, provides exposure and user adoption that helps the company compete against larger rivals including Databricks and cloud providers such as AWS and Google Cloud.^[18]

Dremio's platform has been used in enterprise data environments, including use in data mesh architectures at organizations such as Memorial Sloan Kettering Cancer Center.^[19] According to the company, enterprise customers include Shell, TD Bank, Michelin, Maersk, Amazon, Regeneron, NetApp, and S&P Global.^[20]

Dremio co-created Apache Arrow, the open columnar in-memory data format, and Apache Polaris, the open-source Apache Iceberg catalog standard. The company is also a major contributor to Apache Iceberg. In April 2026, Dremio engineer JB Onofre was elected to The Apache Software Foundation board, following his role shepherding Apache Polaris through the ASF incubation process.^[11]

• Shiran, Tomer; Hughes, Jason; Merced, Alex (2024). Apache Iceberg: The Definitive Guide. O'Reilly Media. ISBN 978-1-0981-4862-1.
• Merced, Alex; Madson, Andrew; Shiran, Tomer (2025). Apache Polaris: The Definitive Guide. O'Reilly Media. ISBN 979-8-3416-0812-2.

• Official website