Intapp’s Firm AI Inflection: Celeste Goes GA and the Moat Deepens

20th consecutive quarter of 25%+ cloud ARR growth, AI bookings double to >20% of net new, and FCF margin hits 25% as the market rallies 103% in 90 days.

INTA · Earnings Call · 2026-08-04

The Agentic Pivot Lands

Intapp's fiscal fourth quarter was a punctuation mark, not just a quarter. The company turned its Firm AI thesis into a shipping product, took Celeste to general availability on July 15, and watched AI bookings double sequentially to over 20% of net new. The market noticed: the stock is up 103% over the last 90 days, regaining nearly half of its prior drawdown from the February 2025 peak. Financial results confirm the narrative. Total revenue in FQ4 was $152.5 million, up 13% year-over-year, with subscription revenue up 27% to $115 million. The full-year free cash flow margin hit 25%, entering the fiscal 2029 target range, a milestone management highlighted. Free cash flow margin has risen from a low of -36% in 2021 to positive territory, and the operating model is clearly scaling. The company also guided FY27 total revenue above $656 million, implying ~14% growth, and non-GAAP operating income of $134-139 million. "AI bookings doubled sequentially this quarter to over 20% of net new," said CFO David Morton, a figure that underscores how quickly Celeste is monetizing. The cloud migration engine also hit a record quarter with over 30 migrations signed, and 95% of clients now have Intapp in the cloud. The on-prem licensing decline (~25% year-over-year) is accelerating as clients rush to the cloud ahead of an agentic future, a trade the company is happy to make: cloud ARR grew 29% to $495.7 million.

A Moat Built on Firm-Specific Data

The strategic centerpiece is that Firm AI is fundamentally different from generic horizontal assistants. John Hall was explicit: "That's the foundation for the $50 billion market ahead." He further argued that the moat comes from four layers working as one system—agentic workflows, firm data, compliance, and the semantic layer—none of which a generic model can replicate.

A competitor might try to build any one of these layers. What they are not in a position to do is make all 4 work together as a single Firm AI system. That's the moat.
John Hall, Chairman and CEO · 2026-08-04

That moat is now being exercised in live customer wins. BakerHostetler is adopting Celeste for intake and lateral integration; Eversheds Sutherland added Celeste to Intapp Time; Hg chose Celeste for front-office deal screening. The company also announced a Moody's partnership to bring credit risk and SDN screening data into Celeste, expanding the platform's "counterparty intelligence" capabilities. The valuation context matters: at ~3.5x trailing revenue, Intapp trades well below its 2024 peak of 10.9x, yet the growth momentum is accelerating. As a pure-play on the agentic transformation of professional and financial services, it rides a broader global wave—the global trajectory for 20263 is topped by "Batch Zero" and tariff refunds, but the real undercurrent is the emergence of agentic technology as a category. Other reporters, such as AMD and Alibaba, are also leaning heavily into agentic AI, but Intapp is one of the few that ties it directly to compliance and firm-specific data.

Token Cost, Model-Agnostic, and the Microsoft Lever

One of the most tethered risks for any AI platform is token economics. John Hall noted that Celeste was designed to be model-agnostic and to keep token usage efficient by leveraging firm data rather than calling external endpoints for every query. "We've done a lot in Celeste to actually manage the tokenomics of the workflow solutions," he said, adding that clients can choose the underlying model provider based on cost and fit. The Microsoft relationship remains a powerful growth vector. Microsoft was a co-sell partner on 8 of the top 10 deals, and the Azure Marketplace integration is accelerating deal cycles by letting clients burn down MACC commitments. The company also expanded its partner ecosystem, with partner-led implementations nearly doubling year-over-year. Looking back at prior calls, the Celeste narrative has been building for three quarters. In May, Hall said, “The feedback on Celeste has been tremendous,” — John Hall, Chairman and CEO · 2026-05-06 and Morton noted that “our NRR of the 123%–124% cadence has some durability.” — David Morton, Chief Financial Officer · 2026-05-06 That durability held: cloud NRR was 123% this quarter. The real question now is whether the general availability really expands TAM beyond early adopters. Management guides to a $1 billion ARR path, and given the 1,400 clients above $50k ARR and the $50 billion TAM, the math works if the agentic wave continues. The company is still investing heavily in R&D and sales capacity, but the operating leverage is showing—non-GAAP operating margin expanded ~4 points in FY26. In a market where many vertical software names are being repriced, Intapp's combination of AI-driven land-and-expand, a sticky compliance moat, and accelerating FCF makes it one of the more differentiated agentic stories. The 90-day price surge of 103% already reflects a lot, but the fundamental momentum behind the narrative is difficult to deny.