Constellation's AI and Verticalization Pivot: No Metric, Just Execution
AI: No Program, Just Adoption
Constellation Software's Q2 2026 call opened with a deliberate refusal to quantify AI. President Mark Miller drew a clear line:
Instead, the company is letting its decentralized business units own the decision. Miller framed AI as an augmentation to mission-critical software, not a standalone product: "Our software is primarily mission-critical. It is embedded in how a customer runs their businesses every day. AI is something we add to make that software more valuable." He stressed that head office is not running an AI program, and that any gains will materialize slowly: "We will find out the same way we find out about everything else we fund, which is slowly." When pressed on whether AI was translating into organic growth, Miller admitted productivity gains are visible but revenue is not yet: “We're seeing our development process is getting much better. They're moving faster through backlog.” — Mark Miller, President · 2026-08-12 He added, "We still haven't seen a real pickup in organic growth from it. I think that's a ways out." The company is tracking AI-related costs in new GL accounts but considers them immaterial today. This stance is consistent with prior calls — in March 2026, Miller noted, "We haven't really seen a lot of new revenues from that, right, so far." (though that exact wording is from a prior call, we reference it here).We are not going to give you an AI target, an AI revenue line or an AI time line. If we start reporting a number like that, we will start managing to it.
Verticalization: The Road to First-Call
Alongside AI, Miller introduced a new strategic initiative: verticalization. He described grouping businesses into coherent verticals to become the "obvious permanent owner of a niche." The intent is not integration but proximity: “We're not integrating businesses. There's no business integration going on in it. We're just trying to make sure where there's a chance to, let's say, I like to use a Constellation expression, put them in the same orbit together.” — Mark Miller, President · 2026-08-12 This is a pivotal shift for a company historically known for its hands-off, decentralized structure. Miller argued that vertical depth enables better AI judgments and positions CSU as the natural acquirer when founders sell. He acknowledged the constraint is leadership talent: "Leaders of that caliber take a long time to develop." The market is watching closely. CSU's own keyword trajectory for 20263 highlights vertical as a top gainer, along with carve — both reflecting this strategic focus. The move may also align with a broader global theme of vertical software specialization, as seen across recent earnings reporters.
Organic Growth: The Drag and the Normalization
The call spent considerable time explaining a dip in maintenance and recurring organic growth (4% ex-Altera vs. the usual 5-6%). CFO Jamal Baksh attributed it to accounting anomalies and a few one-off customer losses. He specifically called out Altera, a large acquisition, where a strong Q2 2025 created a tough comp. "If you normalize for that strong Q2 '25, things are — there's nothing terrible going on," he said. “So I'd expect that organic growth to revert back on a full year basis to sort of what it has been trending at recently.” — Jamal Baksh, Chief Financial Officer · 2026-08-12 He also blamed Dark Matter, Lumine, and a South American business that lost a customer (30 bps drag). Baksh expects these anomalies to "revert back" in coming quarters. This is a recurring theme: in May 2026, Miller told analysts, "I continue to pressure our businesses on organic growth generally," showing that organic expansion remains a persistent concern. The company's historical 5% recurring growth rate is a key benchmark, and any deviation is scrutinized.
M&A: Record Deployment, Same Discipline
M&A was the bright spot, with significant volume in the quarter. Bernie Anzarouth cited "a very robust funnel" and a series of large acquisitions — DerbySoft, TouchBistro, Imagine — though he dismissed any trend in valuations: "It's more on a case-by-case thing." On the DerbySoft multiple (~4x revenue, ~$400M purchase price), Mark Miller defended it: “It's a high multiple, but it's a very successful organization. It's growing nicely, good profitability.” — Bernard Anzarouth, Chief Executive Officer · 2026-08-12 The company used leverage to bridge the gap, and Miller reaffirmed the hurdle rate: "Absolutely." The year's capital deployment pace has been elevated, and the company is also pursuing more carve-outs, which Miller described as "interesting" and "complex." This aligns with the global keyword carve appearing in CSU's own gainers list. The company's M&A engine remains central to its capital allocation, and the verticalization push may further concentrate deals in chosen niches.
Overall, CSU's Q2 2026 call signaled a strategic evolution: embracing AI while refusing to manage to it, and refining its acquisition playbook toward vertical depth. The organic growth dip is expected to be transitory, and the M&A pipeline remains robust. The real test will be whether AI-driven productivity eventually translates into organic revenue growth — and whether the verticalization bet pays off over the next decade.