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Working in Private Equity. Finland. SME Growth

Joined July 2013
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We modeled every dollar of $googl cloud capex as a standalone investment. The returns math isn't the problem. The commitment math might be. Here's my walk-through: THE RAMP Quarterly capex: $6.3B (Q1-23) → $44.9B (Q2-26). That's 7.1x in 13 quarters. Two distinct phases — a first step in Q4-23, then a near-vertical move from Q1-25 (+215% in six quarters, no plateau). Capex is now 29.7% of revenue. Revenue per $1 of capex has collapsed from 10.5x to 3.4x — below the 2018 trough. I think that number alone explains a lot of the market's discomfort. THE BREAKEVEN Given a 6-year asset life, 2-quarter deployment lag, 17% cash tax and 10% WACC, a dollar of capex needs to produce just $0.18 of annual revenue to earn its cost of capital. Observed: $0.54. So that's ~3x cover. On margin, breakeven is 25.9%. Google's incremental cloud operating margin is 53.7%. THE RETURN ~$0.18 of NPV per $1 of capex over the asset's 6.5-year life. Discounted breakeven at 5.5 years. That's a 15.1% IRR per $1 of capex. Steady-state ROIC of 23.5% on net invested capital against a 10% cost of capital — a 13.5-point spread. For a business with Google's moat and durability, that isn't marginal. That's an excellent use of shareholder capital. WHAT IT ACTUALLY DOES TO EPS One year's capex cohort ($132B, based on LTM capex) generates ~$15.6B of incremental annual NOPAT at full ramp — ~12.7% of current NOPAT, or ~$1.27/share. But it lands 2.5 years after the cash goes out, and it's a one-time step-up in the level of earnings, not an addition to the growth rate. In steady state with flat capex, retiring cohorts offset new ones and the growth contribution goes to zero even at 23.5% ROIC. Sustained EPS growth requires capex to keep rising. Which it is.   THE PART THAT SURPRISED ME The standard bear case is that hyperscaler margins are manufactured through depreciation. Google did extend server lives 3→4 years in 2021 and 4→6 in 2023. So we stripped out capital not yet in service and measured implied asset life on productive assets only. It peaked at 8.0 years in Q3-2024 and has fallen every quarter since — to 6.7 today. The depreciation rate is rising. Depreciation policy has gotten more conservative through the build, not less. The reported figure only looks stretched because a third of the asset base is a half-built data centre.   DEMAND IS CONFIRMING Backlog: $108B → $520B in five quarters. Coverage from 2.2x to 6.7x LTM cloud revenue. Cloud revenue +82% Y/Y. Cloud is 20.7% of total revenue, up from 14.1%. Cloud operating income: $191M (Q1-23) → $8.8B (Q2-26). And the return metrics have improved as capex ramped, not deteriorated.   SO WHY THE SKEPTICISM FCF turned negative in Q2-2026 — the first negative quarter in 54 quarters of history. Purchase commitments went from $72B to $811B. That's 6.1 years of current-run-rate capex, largely non-cancellable. The return per dollar is excellent. What's gone is the option to stop. That's the asymmetry. Markets price optionality, not just returns.   THE CAVEAT My return metrics lag six quarters — you need forward revenue to measure them. Today's 0.54x describes capital deployed around Q4-2024, when LTM capex was ~$53B vs $132B now. So "returns improved as capex ramped" documents the first ramp. The 2025-26 cohorts aren't measurable until late 2027. That's precisely where diminishing returns would surface first, if they do at all.   Assumptions are mostly conservative: 6-yr asset life (vs 6.7 observed), 45% incremental margin (vs 53.7% actual), 10% WACC, 5% residual. Two lean slightly favorable — revenue per dollar at 0.35 vs 0.33 observed, and a 17% cash tax rate vs 18.4% effective.   Bottom line: per-dollar, this is a no-brainer for management. The risk was never the return. It's the size and irreversibility of the commitment.
Here's $GOOGL after hours chart. The arrow marks the moment Anat Ashkenazi delivered the updated capex guidance. The trading robots are alive and well.
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$HARVIA Based on "sauna" search data, growth was over 30% YoY on all weeks of Q4 in US. Despite tariff concerns and currency headwinds topline should be coming in strong. Japan even stronger and Europe showing return to growth.
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My two key observations from $CSU.TO earnings 1. Last time we saw this high org. growth (5%) was Q42023 (Where is AI disruption of legacy SaaS??) 2. The incremental margins are insane; on Q2 with revenue growing 376M expenses grew 191M those are ~50% incremental EBITDA margins
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Larger ish M&A for $CSU.TO: Volaris acquires Useall Software, a provider of enterprise management software to the electric utility sector, manufacturing, and distributors in Brazil. +200 employees +1000 clients +50,000 users Let's say avg. ARPU $500 this would be $25M rev
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THANKS FOR READING HOPEFULLY SOMETHING NEW FOR ALL NEWER AND OLDER $csu.to $toi.v $lmn FANS @CompTortoise @CJ0pp3l @NotMarkLeonard @bizalmanac 😃
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"The impact of AI now, at the moment, the threats seem to be toward, I would say, larger, more general horizontal businesses than the smaller niche ones"
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"Are you going to want to expend resources into developing AI without knowing if it's going to pay off? From a client's perspective, for you to decide to take AI competitor -> significant resources, training, and more importantly, also diverts attention from the business itself"
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"a company that provides vertical market software for a handful of golf clubs. This software will provide each golf club the ability to manage the scheduling of its tee times, the collection of membership fees, player handicap tracking, all from a single platform. That is niche"
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"They know already the competitors, they know the trends, and it's their responsibility to be up to speed with those. It's very rare for a CHURN to happen" On AI disruption: 📉
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"What that means is that they're probably less prone to want to pay up for an AI model that's unproven at this stage." "There are businesses at CSU that only have larger blue-chip customers, but I would say it's on average 50/50 between blue-chip and SME."
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On stickiness: 🔥 "if you were to rank SaaS according to their functionality, CSU average platform is Tier 3, 4, 5, whereas PE owned ones which they pay up for are Tier 1. CSU are typically legacy software for people or clients who don't want to pay up or can't afford to pay"
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"You're responsible for the outcome in the next few years because that's built on the investment that you created. If I put together a 10-year model and put an org. g% of, say, 6% in 10 years, that's going to get shot down by the investment committee. Typically CSU assumes 2-3%"
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"Everything at CSU is looked at through a microscope from a financial perspective. Every single investment model and assumption is very heavily scrutinized. Even as an M&A executive, your role there goes way beyond the acquisition when the acquisition is closed."
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"Through its track record, it can acquire any business and take it to around 30% profitability in the very short term just by pulling a few levers. This also because the incentive structure, where ROIC is a significant part of every employee's bonus."
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"The returns on year one matter significantly. If you think about an acquisition, you put together a discounted cash flow model. That's how Constellation does it. It'll be a DCF model, 10 years, has to meet the hurdle rates, which are very conservative to begin with."
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"historically the average multiple that Constellation has bought its businesses for, it's hovered around 1X gross revenue. If you look at it in terms of a net recurring revenue multiple, it's close to like 1.3x, 1.4x. That's very low."
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On M&A: "Small SaaS companies are not educated on M&A. They're too small to sometimes even hire their own advisors. Constellation clearly has an advantage and is able to strong arm them, if you will, in terms of offering a multiple that's more attractive to Constellation itself"
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"CSU will acquire just about anything for the right price. It'll look at smaller businesses, restructurings, it'll look at businesses that haven't been growing or that aren't that profitable. Copycats focus on more quality growth businesses since they lack operational expertise."
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"If Constellation is competing, all the copycat has to offer at that moment is capital. Constellation has the knowledge, it acquires legacy businesses that have been around for a long time and whose sellers might not be interested in retiring, but they care about the legacy"
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