Research from Water Tower Research, Water Tower Research

Water Tower Research

Research from Water Tower Research

Water Tower Research is a leading equity research firm that provides research on micro, small and mid cap companies.

Water Tower Research was founded by Wall Street veterans after witnessing a fundamental shift in the investment research industry with the result being a declining knowledge base among investors, a lack of awareness and a shrinking pool of fundamental research being conducted on companies across the small-cap and micro-cap spectrum. The same issues are now increasingly occurring in the mid-cap space. This sea change within the investment community is impacting not only the companies themselves but also current shareholders and potential investors. With significantly less active sell-side sponsorship by Wall Street, a substantial information gap has developed between companies and various constituents in the financial community. The net result is fewer channels for insight and information to flow between companies and investors.

Equity Research Firm

Thematic (Sector/Industry)

<div><ul><li>Our industry cash flow forecasts improved modestly, driven by revenue, but the buildout still burns cash through the end of the decade.</li><li>Adjusted 2030 free cash flow is -$59B, against -$106B in the version we published on September 21.</li><li>Revenue covers 0.94x of 2030 capex, up from 0.89x, and 0.77x on a cumulative basis, up from 0.71x.</li></ul></div>

Our industry cash flow forecasts improved modestly, driven by revenue, but the buildout still burns cash through the end of the decade.Adjusted 2030 free cash flow is -$59B, against -$106B in the version we published on September 21.Revenue covers 0.94x of 2030 capex, up from 0.89x, and 0.77x on a cumulative basis, up from 0.71x.

AI Flow Industry Model : Tracking the Capex Flood and Revenue Streams - 6 October 2026

Managing Partner, VRS (Valuation & Research Specialists)

VRS (Valuation & Research Specialists)

Managing Partner

Valuation & Research Specialists (VRS) is a boutique financial advisor with more than 17 years of experience in Corporate Valuation and Finance, and a diversified client base including some of the largest Companies in Greece.

Since 2002, VRS has completed more than 200 engagements in the areas of business valuation and financial analysis for more than 100 clients in a wide range of industries.

VRS has been honored to work with small and large private and publicly traded companies in Europe and overseas.

Boutique Financial Advisor

Equity Bottom-Up

<ul><li>Oracle's investment profile reflects a valuation premium driven by its pivot into AI-scale cloud infrastructure, with the stock re- rating sharply as investors priced in the company's transformation from a mature software franchise into a leading provider of AI-ready compute.</li><li>The company remains focused on capital investment in data-centre capacity, expansion of Oracle Cloud Infrastructure, migration of its database installed base to the cloud, and disciplined conversion of contracted demand into recurring revenue.</li><li>Recent performance highlights resilient fundamentals, with consistent revenue growth and expanding profitability supported by Oracle's cloud, license, and database ecosystem.</li></ul>

Oracle's investment profile reflects a valuation premium driven by its pivot into AI-scale cloud infrastructure, with the stock re- rating sharply as investors priced in the company's transformation from a mature software franchise into a leading provider of AI-ready compute.The company remains focused on capital investment in data-centre capacity, expansion of Oracle Cloud Infrastructure, migration of its database installed base to the cloud, and disciplined conversion of contracted demand into recurring revenue.Recent performance highlights resilient fundamentals, with consistent revenue growth and expanding profitability supported by Oracle's cloud, license, and database ecosystem.

<div><ul><li>The model tests the economics of the AI buildout. It maps spending from power and capex through clouds to end-market revenue, anchored on FactSet consensus for hyperscaler capex and cloud revenue while our assumptions for AI allocation, utilization, pricing and demand, and modeled intercompany transfers are eliminated.</li><li>Over time, we expect to use this model as a framework for evaluating new data points on capex, AI services revenue, and token pricing/consumption.</li><li>The buildout stays cash flow negative through 2030. AI capex rises from $824B in 2026 to $1.76T in 2030 ($6.7T cumulative) versus revenue of $306B and $1.56T. Cloud FCF is negative $530B and $588B, including assumed internal use benefits; infrastructure vendors generate $258B and $628B.</li></ul></div>

The model tests the economics of the AI buildout. It maps spending from power and capex through clouds to end-market revenue, anchored on FactSet consensus for hyperscaler capex and cloud revenue while our assumptions for AI allocation, utilization, pricing and demand, and modeled intercompany transfers are eliminated.Over time, we expect to use this model as a framework for evaluating new data points on capex, AI services revenue, and token pricing/consumption.The buildout stays cash flow negative through 2030. AI capex rises from $824B in 2026 to $1.76T in 2030 ($6.7T cumulative) versus revenue of $306B and $1.56T. Cloud FCF is negative $530B and $588B, including assumed internal use benefits; infrastructure vendors generate $258B and $628B.

AI Flow Industry Model : Tracking the Capex Flood and Revenue Streams

<ul><li>The WTR AI Flow Newsletter highlights recent developments in AI and, in the future, will spotlight individual companies and their AI initiatives.</li><li>AI Flood Watch. In this recurring feature, we highlight the latest news items related to AI, classify them as “Rising” (suggesting the AI “flood” is continuing apace) or “Falling” (indicating hiccups on the road to broader AI adoption).</li><li>AI adoption is accelerating into real workflows—but markets are demanding receipts, not just roadmaps.</li></ul>

The WTR AI Flow Newsletter highlights recent developments in AI and, in the future, will spotlight individual companies and their AI initiatives.AI Flood Watch. In this recurring feature, we highlight the latest news items related to AI, classify them as “Rising” (suggesting the AI “flood” is continuing apace) or “Falling” (indicating hiccups on the road to broader AI adoption).AI adoption is accelerating into real workflows—but markets are demanding receipts, not just roadmaps.

AI Flow Newsletter : Monitoring The "Currents" Of AI - 5 February 2026

<div><ul><li>The WTR AI Flow Newsletter highlights recent developments in AI and, in the future, will spotlight individual companies and their AI initiatives.</li><li>AI Flood Watch. December’s AI landscape was defined by surging infrastructure bets colliding with mounting financial scrutiny.</li><li>At CES 2026, Nvidia unveiled its Vera Rubin platform, promising 5x training gains and dramatically cheaper token generation, while AMD showcased competitive alternatives as the compute arms race shows no signs of cooling. </li></ul></div>

The WTR AI Flow Newsletter highlights recent developments in AI and, in the future, will spotlight individual companies and their AI initiatives.AI Flood Watch. December’s AI landscape was defined by surging infrastructure bets colliding with mounting financial scrutiny.At CES 2026, Nvidia unveiled its Vera Rubin platform, promising 5x training gains and dramatically cheaper token generation, while AMD showcased competitive alternatives as the compute arms race shows no signs of cooling. 

AI Flow Newsletter : Monitoring The "Currents" Of AI - 9 January 2026

United States

Oracle Corporation supplies software for enterprise information management. The Company offers databases and relational servers, application development and decision support tools, and enterprise business applications. Oracle's software runs on network computers, personal digital assistants, set-top devices, PCs, workstations, minicomputers, mainframes, and massively parallel computers.

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Oracle Corp (ORCL US)

AI Flow Industry Model : Tracking the Capex Flood and Revenue Streams - 6 October 2026

Our industry cash flow forecasts improved modestly, driven by revenue, but the buildout still burns cash through the end of the decade.

Water Tower Research

Oracle Corporation - August 05, 2026

The company remains focused on capital investment in data-centre capacity, expansion of Oracle Cloud Infrastructure, migration of its database...

VRS (Valuation & Research Specialists)

AI Flow Industry Model : Tracking the Capex Flood and Revenue Streams

Over time, we expect to use this model as a framework for evaluating new data points on capex, AI services revenue, and token pricing/consumption.

Water Tower Research

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