Earnings call analysis: what 17 calls say about a take-private plan

Compound read all 17 of Clearwater Analytics' earnings calls before its $8.4 billion take-private. Management kept its margin promises and missed its growth ones, so Compound's IC case supports 88% of the plan's 2030 EBITDA.

Compound Research · Updated Oct 21, 2026 · 12 min read

Short answer

An earnings call is the quarterly call where management reports results and guidance, then takes analysts' questions. Earnings call analysis checks what was said against what the filings later showed. Compound read Clearwater Analytics' 17 calls before its take-private. Revenue beat the guidance midpoint every quarter because guidance was set to be beaten, margin promises were kept, and the 20% growth promise slipped to 15%. Compound's IC case supports 88% of management's 2030 EBITDA.

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On this page (7)
  1. 1. Guidance track record: 17 quarters scored against the release
  2. 2. The promise ledger: margins kept, growth slipped
  3. 3. Management tone in the Q&A: the questions that stopped getting answers
  4. 4. The calls against the sale process
  5. 5. Compound's IC case: 88% of management's 2030 EBITDA
  6. 6. What 17 earnings calls mean for the price
  7. 7. FAQ
CWAN Earnings-Call Track Record (Compound, 2026-10-20).xlsx
I59fx=I57/I8
BEIJ
4MANAGEMENT FINANCIAL FORECASTS (DEFM14A)
5($M)2026E2030ECAGR 25–30 / total
6Revenue ($M)940.01,807.019.9%1
8Adj. EBITDA, pre-SBC ($M)338.0763.02,671.0
52IC CASE2026E2030ECAGR 26–30 / total
53Revenue, IC case ($M)931.81,672.715.7%2
57Adj. EBITDA, IC case ($M)335.1672.82,468.9
59Adj. EBITDA, IC case vs plan99.1%88.2%392.4%
  1. 1From 2025, a year with only part of Enfusion in it. From 2026, the IC case's basis, the plan's revenue CAGR is 17.7%.
  2. 2About what the combined business grew in 2025: 15.4% pro forma.
  3. 3The record supports 88% of management's 2030 EBITDA.
Guidance scorecardPromise ledgerQ&A themesCalls vs process timelinePlan vs recordQ&A log
Compound's IC case for Clearwater against management's plan, from the Plan vs record tab. The IC case cuts growth where the calls show management missing and keeps most of the margin, where it delivered.

Permira and Warburg Pincus agreed on December 20, 2025 to take Clearwater Analytics (NYSE: CWAN) private at $24.55 a share, $8.4 billion of enterprise value. The price rests on management’s plan in the merger proxy: revenue reaching $1,807 million in 2030, growing 17% to 18% a year from 2027, and adjusted EBITDA margin rising from 34% to 42%. The DCF model page values that plan at $19.78 a share with stock pay as a cost. The question before any model is whether this management team delivered what it said on its calls.

We gave Compound every call transcript, earnings release and filing since the IPO, and the merger proxy. Its answer: management kept its margin promises and missed its growth promises, and its quarterly beats came from guidance set to be beaten. Compound’s IC case keeps most of the plan’s margin and cuts its growth, which leaves 88% of management’s 2030 EBITDA and about $20.90 a share on PJT’s DCF grid, against the $24.55 paid.

An earnings call is the quarterly call where management walks through results and guidance, then takes analysts’ questions. The earnings call transcript records both, word for word. Clearwater held 17 earnings calls between its September 2021 IPO and the sale, plus an investor day in September 2025. Compound read all of them with the earnings releases, 10-Qs, 10-Ks and the merger proxy, and built one workbook, the call record, over five steps.

Guidance track record: 17 quarters scored against the release

Revenue beat the guidance midpoint in every quarter, and management said why.

Prompt to try

“Read every [company] earnings call transcript since its IPO, with the earnings releases, 10-Qs and 10-Ks. For every quarter, take the revenue and adjusted EBITDA guidance given on the prior call and what was delivered, with the beat or miss in dollars and percent against the midpoint, and how the full-year guide moved through each year. Cite every cell to its call or filing and page.”

A guidance track record is the simplest test of a management team: what they said next quarter would be, against what the quarterly earnings report then showed. Compound took each guide from the release that carried it and each actual from the next release, and noted where a call and a release disagree. On the Q4’23 call the transcript reads $105 million for the next quarter and the release says $100.5 million. The scorecard uses the release.

CWAN Earnings-Call Track Record (Compound, 2026-10-20).xlsx
P11fx=O11/M11
BFGIMNP
5Revenue ($M)Adj. EBITDA ($M)
6QuarterMidActualBeat %MidActualBeat %
7Q4'2166.569.85.0%17.3120.116.3%
8Q1'2270.070.81.1%17.518.98.0%
9Q2'2273.373.40.2%19.519.1(2.1%)
10Q3'2274.876.62.5%19.318.8(2.3%)2
11Q4'2280.382.73.0%22.724.37.0%
12Q1'2383.084.61.9%20.022.512.5%
13Q2'2387.589.92.7%22.824.88.8%
14Q3'2392.094.72.9%25.528.612.2%
15Q4'2398.599.00.5%28.030.07.1%
16Q1'24100.5102.72.2%28.832.211.8%
17Q2'24105.5106.81.2%31.033.47.7%
18Q3'24113.5115.82.0%36.038.36.4%
19Q4'24120.2126.55.2%338.541.78.3%
20Q1'25125.0126.91.5%41.545.18.7%
21Q2'25174.04181.94.5%53.058.310.0%
22Q3'25203.5205.10.8%65.070.78.8%
23Q4'25216.5217.50.5%73.074.11.5%
  1. 1The first guide gave a margin of about 26%, so the EBITDA guide is that margin times the revenue midpoint.
  2. 2The only quarter below the bottom of an EBITDA range. The guide assumed June 2022 asset prices.
  3. 3Includes about $3M pulled forward from a regulatory filing season (Q4'24 call p.6).
  4. 4The first guide after the Enfusion and Beacon deals closed: core $129M plus acquired $45M, with nine days of Enfusion revenue held back.
Guidance scorecardPromise ledgerQ&A themesCalls vs process timelinePlan vs recordQ&A log
Compound's Guidance scorecard tab, $ millions, with the low, high and dollar-beat columns left out. Each row cites the release that gave the guide and the one that reported the actual.

Revenue beat the midpoint in 17 of 17 quarters, by 2.2% on average, and landed above the top of the range in 16. Adjusted EBITDA beat in 15 of 17, by 7.7%. The only full-year revenue cut came on the Q2’22 call, when falling asset prices took $5 million off the year. The full-year EBITDA guide was cut twice, by $1 million on that call and by $0.5 million on the Q3’22 call. Every later revenue update was a raise, apart from the re-basing for the acquisitions in April 2025.

Clearwater's beat against the guidance midpoint, by quarter

Actual as a percentage above or below the midpoint of the guide given on the prior call

-5.0%0.0%5.0%10.0%15.0%20.0%Q4'21Q4'22Q4'23Q4'24Q4'25RevenueAdj. EBITDA

Source: Clearwater earnings releases, Q3'21 to Q4'25. Compound's Guidance scorecard tab.

A perfect record reads as strength, and management told analysts how it was built. “We do feel we should be conservative on a quarterly level, while feeling really confident at an annual level” Q1’24 call, May 1, 2024, p.8. In the first quarter after the Enfusion deal closed, “we had kept the nine days of April revenue of the Enfusion business as a hedge against any unanticipated surprises” Q2’25 call, Aug 6, 2025, p.4. The beats measure a cushion. They say little about a five-year plan, which is what a buyer is paying for, and the plan rests on things management said in words.

By hand

Find 17 transcripts and every earnings release since the IPO. Copy each guide into a sheet, then each actual, and reconcile the transcript when it disagrees with the release. Most teams stop at the last four quarters, which here show four beats and no story.

In Compound

One prompt reads every call and release since the IPO, builds the scorecard with the full-year path, cites each cell, and flags the quarters where the basis changed: the derived first guide, the pulled-forward revenue, the acquired businesses.

The promise ledger: margins kept, growth slipped

Management delivered the promises it controlled and missed the ones the market decided.

Prompt“Across every [company] earnings call and investor day, list each forward-looking promise that was not quarterly guidance: long-term margin targets, organic growth, net revenue retention, acquisition synergies, capital allocation. Quote each with its call, date and page, and show what later calls and filings say happened.”

Compound read the prepared remarks and the answers for commitments, then followed each one forward through later calls, the 10-K and the proxy. The ledger has 20 promises. The pattern across them is plain: management delivered what it controlled and missed what the market decided.

PromiseMadeWhat happenedVerdict
“+200 basis points” of EBITDA margin in 2024 and again in 2025Q4’23 call, Feb 28, 2024, p.5+349 bps in 2024, and +169 bps in 2025 on a base diluted by the acquisitionsKept 2024, short 2025
“50 bips of gross margin improvement, kind of year over year” to 80%Q2’24 call, Jul 31, 2024, p.12240 bps better in 18 months (Q1’25 call, p.6)Kept early
About $20M of Enfusion cost savings “over the first two and a half years after close”Enfusion deal release, Jan 13, 2025, p.2Realized in the first days, then restated as the year-one target (Q2’25 call, p.3)Kept early
Net debt below 4x EBITDA by end-2025, 3x by end-2026Investor Day, Sep 3, 2025, p.242.9x at end-2025 on 2025 EBITDA (3.2x on net debt at the unaffected date)Kept early
“We’ve always said Clearwater grows 20%. We’re committed to that rate.”Q1’25 call, Apr 30, 2025, p.8Core revenue +18.8% in 2025, organic ARR +17.0% at Q3’25, pro forma revenue +15.4%Not kept
Enfusion from “about 13%” to 20% in two years, with “real acceleration” in 2026Q1’25 call, Apr 30, 2025, p.912% expected for 2025, with full re-acceleration moved to the first half of 2027 (Q3’25 call, p.11)Slipping
“Growing NRR to 115”Q1’24 call, May 1, 2024, p.2116% standalone at Q4’24, then 108% to 110% consolidated after the dealsKept, then lost
“We see stock-based compensation as a percentage of revenue going down over time”Q2’22 call, Aug 3, 2022, p.1022% of revenue in 2022, 29% in 2023, 25% in 2024, 18% in 2025 ($134.5M with payroll taxes)Broken 2023, kept since

The growth anchor

20% vs 15.4%

Core Clearwater grew 18.8% in 2025 on Compound’s derivation (reported revenue less the Enfusion and Beacon contributions in the 10-K). Management’s “close to 21%” on the Q3’25 call was year to date. The combined business grew 15.4% pro forma.

Rule of 40, as management framed it

47.1 and 49.3

Management never said “Rule of 40” on a call. Its own test was a “rule of fifty-plus” company (Q4’21 call, p.6), which 2022 missed at 47.1 and 2025 missed at 49.3 pro forma.

The first acquisition

JUMP earn-out missed

JUMP, bought in 2022, missed its earn-out growth targets. At the 2025 Investor Day management said it “would take a long time before it was a scaled business” (p.30).

That split decides how to read the plan. Its margin path, 34% to 42%, is the kind of promise this team has kept. Its growth path, 17% to 18% a year from 2027 to 2030, is the kind it has not. The analysts on the calls were asking about the same gap.

Management tone in the Q&A: the questions that stopped getting answers

In 2025 management stopped answering questions about organic growth.

Prompt“Classify every analyst question on [company]'s earnings calls by theme. For organic versus acquired growth, retention, margins, stock-based compensation and the integrations, quote an early and a late answer with call, date and page, and say which questions management stopped answering.”

Most AI earnings call analysis tools reduce management tone and sentiment to a score. A score cannot go in a memo or be checked against the transcript. Compound logged all 288 analyst questions on the 17 calls and the investor day, tagged each by theme, and returned the passages where the answers changed.

CWAN Earnings-Call Track Record (Compound, 2026-10-20).xlsx
W11fx=V11/$V$17
BVWXY
6CallTotalShareFirst askedLast asked
11Integrations6523%Q3'21Q3'25
12NRR / pricing6222%Q3'21Q3'25
13Guidance / outlook4415%Q4'21Q3'25
14Macro / rates / AUM3713%Q3'21Q2'25
8Organic vs acquired2619%Q3'21Q3'25
15GenAI217%Q4'21Q3'25
10Margins186%Q4'21Q3'25
16Capital / M&A155%Q3'21ID'25
9SBC / dilution321%Q4'21Q4'22
  1. 1Six questions on the last call, the most of any call, after management stopped giving the split.
  2. 2No analyst asked about SBC on a call after it peaked at 29% of 2023 revenue.
Guidance scorecardPromise ledgerQ&A themesCalls vs process timelinePlan vs recordQ&A log
Totals from Compound's Q&A themes tab. A question can carry more than one theme. The counts come from keyword flags on the question log.

Three answers changed in 2025, each in the same direction.

Organic growth. Q2’24 call, Jul 31, 2024, p.10: “we’re still growing ARR organically north of 20% in Q2.” Q2’25 call, Aug 6, 2025, p.9, asked for the split: “We’re not going to give you the specific details for that.”

Core retention. Q2’25 call, p.2: “Core NRR stands at 114%, with consolidated NRR at 110%.” Q3’25 call, Nov 5, 2025, p.12: “As far as the core Clearwater, all of those metrics we’ve given are across the entirety of the business.”

Organic ARR. Deferred on the Q3’25 call to a February 2026 call. The Q4’25 release came on February 18, 2026 with no call and no outlook.

Margins went the other way. In March 2022 management said of its 80% gross margin, “that’s not the priority” (Q4’21 call, p.19). By the 2025 Investor Day it was capping EBITDA margin: “We don’t want to deliver more EBITDA, frankly. The 200 bps is good enough” (p.28). Read together, the Q&A tells you which number management was managing to. The calls do not say why disclosure narrowed in 2025. The merger proxy shows what was happening at the same time.

The calls against the sale process

The plan given to bidders grew more slowly than the target management repeated in public while the sale was being run.

Prompt“Read the Background of the Merger in [company]'s merger proxy (DEFM14A) and put every dated event on one timeline with the earnings calls and investor days. For each public statement made while the process ran, show what the board or the bidders were told at the time, with both sources cited.”

The proxy’s Background of the Merger is the one public document that dates a sale process. Set against the call calendar, it shows what management said in public while the board was talking to buyers. Deal teams rarely run this check, because the proxy and the transcripts never sit in the same binder.

Clearwater's calls against the sale process

Public statements (top) and the proxy's sale-process dates (bottom)

202420252026"We will be aggressive on M&A"Q3'23 callInvestor Day and $100M buybackto support the price"Best pipeline in our history"Q3'25 callMarket check, 8 parties, no bidsSponsor approach to signing$24.50 bid Oct 23No call, no outlookApproachSigned

Source: Clearwater earnings calls, 2025 Investor Day transcript and DEFM14A, Background of the Merger, pp.41-61. Compound's Calls vs process timeline tab.

The proxy dates four things the calls did not say.

  • The 2023 market check. In the fall of 2023 the company asked eight potential acquirers for indications of interest and received none (DEFM14A p.41). On the Q3’23 call that November, management said “we will be aggressive on M&A” (p.11). No disclosure was required. It does tell you the public posture of a buyer ran alongside a quiet test of a sale.
  • The Investor Day and the buyback. Permira raised a take-private with the CEO on August 1, 2025. Two weeks later the CEO told the board he planned an investor day and roadshow “to support the trading price” (DEFM14A p.42), and the $100 million buyback announced there was “in an effort to support the price” (p.43). The long-term 42% EBITDA and 82% gross margin targets were set at that event.
  • The last call. The consortium bid $24.50 on October 23. On November 5, the day after the consortium’s confidentiality agreements were signed, the Q3’25 call said “we entered Q4 with the best pipeline we have had in our history” (p.3). Twelve days later the CEO told the special committee year-end was “a critical period for client bookings” and clients might defer (DEFM14A p.51). Q4 revenue then beat its guide, so the record shows no miss being hidden.
  • The plan against the public numbers. Set side by side on the same basis, the plan given to bidders is at or below what management said in public. The clearest difference is growth: management kept its 20% target in public, and the plan grows 17% to 18%.
CWAN Earnings-Call Track Record (Compound, 2026-10-20).xlsx
L41fx=I41-H41
DHIL
40TopicPublic figureBoard figureGap
41Medium-term growth20.0%17.0%1(3.0%)
44Long-term gross margin82.0%80.7%2(1.3%)
45Long-term adj. EBITDA margin42.0%42.2%0.2%
  1. 1The plan grows 17% in 2027 and 18% a year from 2028, 2 to 3 points below the public 20%.
  2. 2The plan's 2030 gross margin is below the 82% target set at the Investor Day.
Guidance scorecardPromise ledgerQ&A themesCalls vs process timelinePlan vs recordQ&A log
The public-against-board block of Compound's Calls vs process timeline tab.

Two other figures look like gaps and are not. At the Investor Day in September, the CFO quoted the Street’s 2026 EBITDA as $317 million. By signing in December, PJT’s deck put the Street at $333 million, $5 million below the plan’s $338 million. Stock pay differs only in what it counts. The $135 million to $140 million guided in public includes the payroll taxes on vesting, as did the $134.5 million Clearwater reported for 2025. The plan’s $127 million is the expense alone.

None of this is a finding about conduct. Compared like for like, the plan bidders saw is the more cautious of the two on growth and gross margin, and in line on EBITDA margin and stock pay. On December 16, Warburg Pincus itself questioned “the growth assumptions underlying the Financial Forecasts” (DEFM14A p.60), and the special committee defended them.

Compound’s IC case: 88% of management’s 2030 EBITDA

Compound kept most of the plan’s margin and cut its growth.

Prompt“Set the management projections in [company]'s merger proxy against its track record. Build a case that haircuts what management has missed before, show the arithmetic in the workbook, read the value across the banker's DCF sensitivity, and write a one-page memo for the IC.”

Compound built its IC case from what the calls support. Margins are mostly kept, because this team delivers them. Growth is cut, because it does not.

  • 2026E: one point off growth. Net revenue retention was 108% and gross retention 97% in Q1’26, and the plan needs Q2 to Q4 revenue averaging $239.6 million, 8.3% above Q1’s $221.2 million.
  • 2027E to 2030E: two points a year off growth, leaving 15% to 16%, about what the combined business delivered in 2025.
  • Margin: 200 basis points off by 2030, phased in from 2027, for less operating leverage at lower growth.

2030E adjusted EBITDA: plan against the IC case

Management's Financial Forecasts (DEFM14A pp. 68–69) and Compound's IC case

Management plan$1,807M revenue at 42.2%$763.0MIC case$1,673M revenue at 40.2%$672.8M

Source: DEFM14A pp. 68–69; Compound's Plan vs record tab.

The IC case reaches 2030 revenue of $1,673 million and adjusted EBITDA of $673 million, 93% and 88% of the plan, and 92% of the plan’s cumulative 2026 to 2030 EBITDA. To put a value on it, Compound used a grid in PJT’s fairness opinion deck that prices the plan at different 2030 margins and 2027 to 2030 growth rates. The IC case’s 16.0% growth and 40.2% margin fall between the grid’s points, and interpolating between them gives about $20.90 a share, against $23.75 on the plan and the $24.55 paid.

CWAN Earnings-Call Track Record (Compound, 2026-10-20).xlsx
D75fx=(1-D74)*((1-D73)*INDEX($D$64:$G$67,D72+1,D71+1)+D73*INDEX($D$64:$G$67,D72+1,D71))+D74*((1-D73)*INDEX($D$64:$G$67,D72,D71+1)+D73*INDEX($D$64:$G$67,D72,D71))
BCDEFG
62VALUE READ-ACROSS: PJT DCF SENSITIVITY ($ PER SHARE)
632030E margin / 2027E-2030E revenue CAGR20.0%18.0%16.0%14.0%
6442.2%$25.25$23.751$22.25$21.00
6540.0%$23.50$22.25$20.75$19.50
6638.0%$22.00$20.75$19.50$18.25
6736.0%$20.50$19.25$18.00$17.00
69IC 2027E-2030E revenue CAGR16.0%
70IC 2030E adj. EBITDA margin40.2%
75Implied value per share, IC case ($)$20.902
76Implied value per share, plan case ($)$23.75
77Deal price ($)$24.55
78IC value vs plan value(12.0%)
79IC value vs deal price(14.9%)
  1. 1Management's plan, 42.2% and 18%: PJT's $23.75.
  2. 2The IC case's 16.0% growth and 40.2% margin, interpolated between the grid's rows and columns.
Guidance scorecardPromise ledgerQ&A themesCalls vs process timelinePlan vs recordQ&A log
The value read-across in Compound's Plan vs record tab. The grid is PJT's sensitivity of value per share to 2030 margin and 2027-2030 revenue growth (PJT fairness deck p.6).

That read-across flatters the case, since PJT’s grid holds 2026 and 2027 at plan. The $20.90 is also on PJT’s basis: a 10.5% WACC and 6.0% growth forever after 2030. The DCF model page, at a 10.87% WACC and 2.5% growth after 2035, values the plan at $19.78 and Compound’s own case at $14.68, so the two pages differ on the discount rate and terminal growth as well as the forecast. Each further point of growth haircut costs about three points of 2030 EBITDA.

Compound's one-page IC slide headlined 'Track record backs CWAN's margins, not its growth': a guidance scorecard of 17 quarters against the midpoint, the promise ledger by kept, slipped, missed and open, and management's plan against the IC case from 2025 to 2030E, with 2030E adjusted EBITDA at 88% of plan
The IC page from the same run, as Compound made it for the investment committee deck.

What 17 earnings calls mean for the price

The call record says what the $24.55 price assumes.

The deal closed on June 25, 2026 at $24.55. This team beat its revenue guide in all 17 quarters because it set the guides to be beaten, beat its EBITDA guide in 15 of 17, and kept its margin promises. The price assumes it also delivers the growth it stopped quantifying in the months it was talking to buyers. The first plan-period release, for Q1’26, showed 108% net retention and 97% gross retention, below the “98% or better” management had cited for 26 of the previous 27 quarters. An IC memo should say which case the fund underwrote, and the 17 calls are the best evidence for that choice, because they are management’s own words checked against management’s own filings.

The same signs show up on other companies before a sale: quarterly beats that hide a growth anchor slipping, disclosure narrowing to consolidated numbers, a buyback announced to support the stock. The deal sourcing page searches other companies’ calls for them.

Earnings call record template (Excel)Compound’s call record from this run with the company’s figures cleared: guidance scorecard, promise ledger, and calls against the sale process.Draft: this template comes from the page's Compound run
One-page IC slide (PowerPoint)Compound’s IC page for Clearwater: the guidance scorecard, the promise ledger and the plan against the IC case on one slide.Download · Free, no form

FAQ

Where can I get earnings call transcripts?
Compound carries earnings call transcripts with management’s prepared remarks and the analyst Q&A, and this run read every Clearwater call from the first one after its 2021 IPO. If your firm has Capital IQ, FactSet or Bloomberg, you can export transcripts from them and upload the files. Company investor relations sites and webcast replays cover recent calls but rarely go back to an IPO.
How do you score guidance when management gives a range?
Measure the actual against the midpoint, so a run of small misses or a steady cushion shows as a pattern, and record separately whether it landed above, inside or below the range. Score full-year guidance against its first version as well as its last, and note any quarter where the basis changed, such as an acquisition closing.
What does it mean when a company beats guidance every quarter?
Usually that guidance is set with a cushion, and management may say so on the calls, as Clearwater’s did. A perfect quarterly record then tells you about guidance policy more than about the long-term plan. Test the plan against the promises that were not quarterly guidance: growth targets, retention, synergies.
Does earnings call analysis apply to a private target with no calls?
The same method runs on different inputs. Management’s promises live in the CIM, the management presentation and your meeting notes, and the actuals in the data room’s monthly financials, so Compound builds the promise ledger from those. The confidential information memorandum page shows the CIM side.
Does Compound give a sentiment score for management tone?
Compound returns tone as quoted passages, because a score cannot be checked or quoted in a memo. It gives each passage with its call, date and page, and says what changed between them: answers that stopped giving a number, metrics folded into a consolidated figure, and questions analysts stopped asking.
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