---
title: "EPAM's answer to Engine Capital's $750 million buyback demand: sell training data to the AI labs"
description: "Five weeks after Engine Capital demanded a $750 million buyback or a sale process, EPAM launched a service selling training data and model testing to the frontier AI labs. On November 5, with quarterly growth guided to 1.7 percent, the pivot has to show up in revenue."
publisher: "The Inference"
section: "Money"
published: 2026-10-11T21:07:51.484Z
modified: 2026-10-11T21:07:51.484Z
canonical: https://theinference.org/article/epam-s-answer-to-engine-capital-s-750-million-buyback-demand-sell-training-data-to-the-ai-labs
language: en
keywords: "EPAM Systems, Activist Investors, AI Training Data, IT Services, Earnings, Share Buybacks"
---

# EPAM's answer to Engine Capital's $750 million buyback demand: sell training data to the AI labs

> Five weeks after Engine Capital demanded a $750 million buyback or a sale process, EPAM launched a service selling training data and model testing to the frontier AI labs. On November 5, with quarterly growth guided to 1.7 percent, the pivot has to show up in revenue.

## A launch lands five weeks after a demand for cash

On October 5 EPAM opened a new front: [a service selling high-fidelity training data, model evaluation and custom reinforcement-learning environments to frontier AI labs](https://www.prnewswire.com/news-releases/epam-unveils-new-frontier-ai-service-bridging-the-enterprise-intelligence-gap-for-genai-and-autonomous-agents-302897451.html), with [Anthropic](https://theinference.org/markets/companies/anthropic), [OpenAI](https://theinference.org/markets/companies/openai), Google and [Microsoft](https://theinference.org/markets/companies/microsoft) named as partners [1]. Behind it the company claims nearly 10,000 Claude-certified architects, more than 3,000 OpenAI-certified engineers and 5,000-plus Gemini-certified specialists, and attaches no revenue figure to any of it [1].

*Chart: **The launch's stated firepower: 18,000 certified engineers, no revenue attached** Bar chart of EPAM's claimed certified engineers: nearly 10,000 Claude-certified architects, more than 5,000 Gemini-certified specialists and more than 3,000 OpenAI-certified engineers.*

*Certification counts from EPAM's October 5 launch announcement, as claimed by the company; the Gemini figure is stated as 5,000-plus. None of the three carries a revenue figure. Source: EPAM launch announcement via PRNewswire. [1]*

Five weeks earlier, on August 31, Engine Capital, which owns about 1.5 percent of the stock, [told the board to return $750 million through an accelerated repurchase](https://finance.yahoo.com/markets/stocks/articles/engine-capital-sends-letter-epam-130000047.html) funded with "idle cash, free cash flows, and potential leverage," or to run a sale process instead [2]. Shares rose 3.4 percent on the news [3] and closed October 9 at $113.03 [4], down roughly 47 percent in 2026 from a 52-week peak near $223 [5].

## February's promise, August's cut

The year reads as one sequence. In February, chief executive Balazs Fejes said [AI-native revenues, which passed $105 million in the fourth quarter of 2025, would top $600 million this year](https://seekingalpha.com/news/4554191-epam-projects-600m-in-ai-native-revenues-for-2026-as-client-demand-accelerates); chief financial officer Jason Peterson guided 2026 to 4.5 to 7.5 percent growth [6]. August brought [second-quarter revenue of $1.41 billion, up 4.5 percent](https://finance.yahoo.com/news/reflecting-services-consulting-stocks-q2-192300179.html), and a cut to 3.2 to 4.2 percent [7][5].

[Goldman Sachs](https://theinference.org/markets/companies/goldman-sachs), Jefferies, Deutsche Bank and JPMorgan all lowered their views on one thesis, that generative AI lets clients build in-house the software EPAM bills for; JPMorgan went Neutral late in August [5]. Then the letter, then the launch.

*Chart: **Growth peaked at 19.4 percent a year ago and has slid every quarter since** EPAM year-over-year revenue growth by quarter from Q3 2023 to Q3 2026, with the Q3 2026 point shown as a consensus estimate.*

*Year-over-year revenue growth computed from EPAM's quarterly SEC filings, quarters ended September 2023 through June 2026; the final label is analyst consensus, drawn as an estimate. Sources: EPAM SEC filings; MarketBeat. [8][4]*

## The pivot spends the money Engine wants back

The launch is EPAM's first substantive public move since the letter; the company has not publicly answered Engine's demand. The filings frame the conflict as a fight over cash. [Cash and equivalents fell from $1.3 billion in December to $789 million at June 30](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001352010), and operating cash flow ran slightly negative across the first half [8]. A $750 million repurchase would take nearly every dollar on hand, or borrowed ones, to retire roughly an eighth of a $5.84 billion market value [9].

The pivot's outside support, cited in the release, is a Gartner projection that simulation environments spread from under 25 percent of agent platform providers this year to 99 percent by 2028 [1]. That is a market forecast, not an order book.

## Two paths, one date

Engine's path is arithmetic. Management's is the $600 million promise. Both are judged on November 5 at 8 a.m. Eastern, when EPAM [reports against consensus of $3.40 a share on $1.42 billion of revenue](https://www.marketbeat.com/earnings/reports/2026-11-5-epam-systems-inc-stock/), 1.7 percent growth, having beaten estimates in seven of the last eight quarters [4].

The number that matters is not the beat. It is whether AI-native revenue shows up in the reported line at all, and nothing disclosed so far prices the new service [1]. That leaves the choice the sequence sets up: buy the pivot before the print, or wait to see whether the board runs the sale process Engine demands [2]. Engine wants the cash back; EPAM's plan is to spend what remains teaching the models that made the buyback necessary.

## Takeaway

Engine Capital wants $750 million of cash returned or a sale process; EPAM's answer, five weeks later, is a service selling training data and model testing to frontier labs, backed by certification counts and a Gartner forecast rather than a priced order book. With growth guided to 1.7 percent and cash down to $789 million, the November 5 print has to show the pivot in the reported line.

## Sources

1. [PRNewswire, EPAM Unveils New Frontier AI Service, Bridging the Enterprise Intelligence Gap for GenAI and Autonomous Agents, 5 October 2026](https://www.prnewswire.com/news-releases/epam-unveils-new-frontier-ai-service-bridging-the-enterprise-intelligence-gap-for-genai-and-autonomous-agents-302897451.html)
2. [Business Wire via Yahoo Finance, Engine Capital Sends Letter to EPAM Systems's Board of Directors Urging a $750 Million Accelerated Share Repurchase Program, 31 August 2026](https://finance.yahoo.com/markets/stocks/articles/engine-capital-sends-letter-epam-130000047.html)
3. [Seeking Alpha via MSN, EPAM Systems gains as activist Engine Capital pushes for buybacks, sales process, 31 August 2026](https://www.msn.com/en-us/news/other/epam-systems-gains-as-activist-engine-capital-pushes-for-buybacks-sales-process/ar-AA2bhfmc)
4. [MarketBeat, EPAM Systems Q3 2026 Earnings Date and Estimates, page as of 9 October 2026 close](https://www.marketbeat.com/earnings/reports/2026-11-5-epam-systems-inc-stock/)
5. [Ainvest, EPAM Has Been Halved in 2026. The ~$104 Floor Is Where Its Slide Either Stops or Resumes, 9 October 2026](https://www.ainvest.com/news/epam-halved-2026-104-floor-slide-stops-resumes-2610/)
6. [Seeking Alpha News, Earnings Call Insights: EPAM Q4 2025, projects $600M in AI-native revenues for 2026, 19 February 2026](https://seekingalpha.com/news/4554191-epam-projects-600m-in-ai-native-revenues-for-2026-as-client-demand-accelerates)
7. [StockStory via Yahoo Finance, Reflecting On IT Services & Consulting Stocks' Q2 Earnings: EPAM, 5 October 2026](https://finance.yahoo.com/news/reflecting-services-consulting-stocks-q2-192300179.html)
8. [EPAM Systems, quarterly figures from its SEC filings, retrieved 11 October 2026](https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=0001352010)
9. [Seeking Alpha, EPAM Systems: AI Is Eating The Old Business, But 8.7x Earnings Is Too Cheap, 2 September 2026](https://seekingalpha.com/article/4942301-epam-systems-ai-is-eating-the-old-business-but-8-7x-earnings-is-too-cheap)


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EPAM's answer to Engine Capital's $750 million buyback demand: sell training data to the AI labs — The Inference. Canonical: https://theinference.org/article/epam-s-answer-to-engine-capital-s-750-million-buyback-demand-sell-training-data-to-the-ai-labs