Digital Reasoning

Digital Reasoning was founded in 2000 by Tim Estes, a Knoxville-born philosophy senior at the University of Virginia with investment support from his mother, Dot Curry.{{cite news |last=Hope |first=Bradley |date=August 2, 2015 |title=Spy Software Gets a Second Life on Wall Street: A wave of companies with ties to the intelligence community is winning over the world of finance |url=https://www.wsj.com/articles/spy-software-gets-a-second-life-on-wall-street-1438541720 |newspaper=The Wall Street Journal |access-date=October 7, 2015}} It was headquartered in Franklin, Tennessee, with offices in Washington, D.C., New York City and London. At its peak in August 2015, the Franklin headquarters had 100 employees, 30 of whom had top secret clearance.

The firm presented its Synthesys software to the United States Army in 2002. They signed a contract with the National Ground Intelligence Center, a subsidiary of the United States Army Intelligence and Security Command, in 2004. Synthesys was used to track enemies in the War in Afghanistan from 2004 onwards. Six years later, in 2010, it received funding from In-Q-Tel, the venture capital firm of the Central Intelligence Agency.

Since 2012, the firm commercialized Synthesys software into banks and hedge funds, including UBS and Point72 Asset Management. Financial institutions use Synthesys to scan internal communications in search of unfamiliar patterns between employees, in terms of word-specific content, frequency and interpersonal connections. The software served as an electronic forsenics investigatory tool and automated communications monitoring to detect fraud, insider trading and other white collar crimes in order to comply with SEC and Sarbanes-Oxley financial regulations.

In 2014, the firm received US$750,000 from the Tennessee Angel Fund of TNInvestco,{{cite news |last=McGee |first=Jamie |date=October 9, 2014 |title=When crisis strikes, Digital Reasoning takes action |url=http://www.tennessean.com/story/money/2014/04/03/crisis-strikes-digital-reasoning-takes-action/7266029/ |newspaper=The Tennessean |access-date=October 7, 2015}} a US$200 million fund from the State of Tennessee.{{cite web |url=http://www.tn.gov/ecd/section/tninvestco |title=TNInvestco |website= |publisher=Tennessee Department of Economic and Community Development |access-date=October 7, 2015}} It also received US$24 million from Credit Suisse Asset Management's NEXT Investors as well as Goldman Sachs.{{cite news |last=McGee |first=Jamie |date=October 9, 2014 |title=Digital Reasoning gains $24M from Goldman, Credit Suisse |url=http://www.tennessean.com/story/money/2014/10/09/digital-reasoning-gains-m-goldman-credit-suisse/16969445/ |newspaper=The Tennessean |access-date=October 7, 2015}} Other investors include the Partnership for New York City and the Nashville Capital Network. In 2016, with HCA as a tenet client, Digital Reasoning established a healthcare division led by Hal Andrews to leverage the Synthesys platform and proprietary NLP technologies to develop solutions for healthcare.

In March 2018, the firm announced US$30 million in funding led by BNP Paribas and joined by Barclays and Square Capital. Previous investors Goldman Sachs, Nasdaq, Lemhi Ventures, HCA, and the Partnership Fund for New York City also joined the round.{{Cite news|url=https://www.wsj.com/articles/ai-company-digital-reasoning-raises-30-million-led-by-bnp-paribas-1521510263|title=AI Company Digital Reasoning Raises $30 Million Led by BNP Paribas|last=Beckerman|first=Josh|date=2018-03-20|work=Wall Street Journal|access-date=2019-02-25|language=en-US|issn=0099-9660}} This investment round was tied to hiring Brett Jackson as CEO in April 2017 and moving Estes into a non-operating role as President with the objective to move the company's core business into profitability.

In February 2019, Macquarie Group invested an undisclosed amount in Digital Reasoning.{{Cite web|url=https://www.nashvillepost.com/business/technology/article/21047663/australian-firm-invests-in-digital-reasoning|title=Australian firm invests in Digital Reasoning|last=Blois|first=Matt|date=|website=Nashville Post|language=en|archive-url=|archive-date=|access-date=2019-02-25}} Simultaneously, senior executive leaders responsible for operations, including CEO Jackson and COO Marten den Haring, departed the company.{{Cite web |author=DeFrancesco |first=Dan |date=Feb 21, 2019 |title=Digital Reasoning, a buzzy fintech valued at $270 million and backed by Goldman Sachs and Nasdaq, has lost its CEO and a handful of senior executives |url=https://www.businessinsider.com/digital-reasoning-executives-leaving-2019-2 |access-date=2023-01-10 |website=Business Insider |language=en}} In April 2020, company announced that co-founder Tim Estes assumed a co-CEO role with Brook Hazelton, an existing investor.{{Cite web |author=Staff Reports |date=2020-04-15 |title=Digital Reasoning founder resumes role as CEO; art executive will be co-CEO |url=https://www.thenewstn.com/business/digital-reasoning-founder-resumes-role-as-ceo-art-executive-will-be-co-ceo/article_0fb42f0c-7f59-11ea-9670-33fb9dcbf8e1.html |access-date=2024-01-10 |website=The News |language=en}} Hazelton and the board navigated an acquisition by financial technology software company [https://www.smarsh.com/ Smarsh] in November 2020.{{Cite web |title=Smarsh Acquires Digital Reasoning, Combining Global Leadership in Artificial Intelligence and Machine Learning With Market Leading Electronic Communications Archiving and Supervision |url=https://www.smarsh.com/press-release/smarsh-acquires-digital-reasoning |access-date=2024-01-10 |website=Smarsh |language=en-US}} Smarsh has maintained the Digital Reasoning compliance intelligence software as part of their financial technology services portfolio. Estes left Smarsh after the negotiated post-acquisition contractual period, followed by lawsuits and counter-suits in a fight to obtain financial incentive bonus payments which Smarsh contends Estes did not meet the criteria or fulfill the obligations to earn.{{Cite web |last=Sichko |first=Adam |date=2023-04-27 |title=Digital Reasoning founder Tim Estes sues buyer of his prominent tech company |url=https://www.bizjournals.com/nashville/news/2023/04/27/estes-digital-reasoning-smarsh-lawsuits.html |access-date=2024-01-10 |website=www.bizjournals.com}}

In April 2022, Chris Cashwell led the successful spin-out of the Digital Reasoning healthcare division into its own start-up Azra AI.{{Cite web |date=2022-03-14 |title=Chris Cashwell spins-up Azra AI by acquiring Smarsh/DRS healthtech assets |url=https://www.venturenashville.com/chris-cashwell-spins-up-azra-ai-by-acquiring-smarsh-drs-healthtech-assets--cms-2188 |access-date=2024-01-10 |website=Venture Nashville}} As of April 2023, Azra AI has expanded into nearly 300 hospitals with AI software automating the detection, triage and treatment of cancer across over 10 million patients' electronic medical records with recognition as the Technology Company Start-Up of the Year by the Nashville Technology Council in 2023.{{Cite web |date=2023-02-17 |title=Nashville’s Tech Best Announced at 14th Annual NTC Awards |url=https://technologycouncil.com/2023/02/nashvilles-tech-best-announced-at-14th-annual-ntc-awards/ |access-date=2024-01-10 |website=Greater Nashville Tech Council |language=en-US}}

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{{official website|https://www.digitalreasoning.com}}

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Category:Defunct software companies of the United States

Category:Companies based in Franklin, Tennessee

Category:Software companies established in 2000

Category:Technology companies established in 2000