Digital.ai Due Diligence

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United States · digital.ai · 22 vendors

Digital.ai provides an AI-powered DevOps platform that unifies, secures, and generates predictive insights across the software lifecycle. It helps Global 5000 enterprises accelerate digital transformation and deliver secure digital products with greater quality. The company's platform supports enterprise agile planning, software delivery, application security, continuous testing, and AI-powered analytics.

Resilience scores

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3 services in catalogue across 3 categories; runs on 22 sub-vendors.

Insights

Last updated 2026-08-10 · revision 1

22 direct vendors, 175 subvendors

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Financials

Three-year financials

Financial Resilience Score: 5/10

Digital.ai is a privately held, TPG Capital-owned enterprise software company with no publicly disclosed audited financials. This opacity makes a precise resilience assessment impossible, but qualitative indicators point to a moderately resilient business. The company benefits from a blue-chip enterprise customer base (53% of Fortune 100, 8 of top 10 US/European banks, 4 of top 5 US airlines and insurance companies, 57 government entities with FedRAMP authorization), a recurring subscription/SaaS revenue model with multi-year enterprise license agreements, and a broad DevSecOps product suite enabling cross-sell opportunities. However, several risk factors temper this. As a typical PE-backed roll-up formed from CollabNet VersionOne, XebiaLabs, and Arxan in 2020 (plus subsequent acquisitions of Numerify, Experitest, ArtOfTest, and HCL SoFy assets), Digital.ai likely carries significant term-loan debt that has become more expensive since 2022 rate hikes. Reported workforce reductions in 2022 and 2023 suggest ongoing cost pressure. The company competes in a crowded, consolidating DevOps market against well-capitalized rivals like Atlassian, GitLab, GitHub/Microsoft, Broadcom, and IBM. Third-party revenue estimates range widely from US $150–260M, and there is no visibility into leverage, cash burn, or profitability. TPG's deep pockets provide financing flexibility and M&A runway, and the April 2021 funding round valued the company at ~US $1.4B (unicorn status). On balance, the company appears operationally viable with sticky enterprise revenue, but the combination of PE leverage, integration complexity across ~7 acquired product lines, and competitive pressure warrants a middle-of-the-road resilience score.

Key strengths: Blue-chip enterprise customer base including 53% of Fortune 100, Recurring SaaS/subscription revenue model with multi-year enterprise licenses, Deep-pocketed PE sponsor (TPG Capital) providing financing flexibility, Broad DevSecOps product suite enabling cross-sell, FedRAMP-authorized with 57 government entity customers, ~US $1.4B valuation at April 2021 funding round

Risk factors: Opaque financials with no audited public disclosure, Likely significant term-loan debt typical of PE buyouts, pressured by rising interest rates, Crowded competitive landscape (Atlassian, GitLab, GitHub/Microsoft, Broadcom, IBM), Integration and platform coherence risks from roll-up of ~7 acquired product lines, Low-growth exposure in legacy ALM (TeamForge) and agile planning segments, Reported workforce reductions in 2022 and 2023 indicating cost pressure, No IPO announced; liquidity path unclear

Revenue by geography

Revenue by product/service

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