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Will MongoDB's FY2026 10-K filing contain any auditor emphasis-of-matter paragraph, accounting policy change, or auditor change?

Resolves April 30, 2026(21d)
IG: 0.60
ResolvedEarly Resolution
Outcome: NO
Source: MongoDB FY2026 10-K annual filing (filed 2026-03-11, SEC EDGAR)
Resolved: March 15, 2026

Clean PwC audit opinion (auditor since 2013). One standard Critical Audit Matter on Revenue Recognition - Subscription Revenue (routine for SaaS, NOT 'beyond standard scope'). No emphasis-of-matter paragraph. No accounting policy changes vs FY2025. No auditor change. No material weakness or significant deficiency. Internal controls effective per CEO and CFO certifications. This is the first annual filing signed by CJ Desai (CEO) and Srini Raghavan (CFO). Provides meaningful de-escalation evidence for the QUESTIONABLE accounting integrity assessment.

Prediction Score

Initial Prediction
0.032
Brier Score
Final Prediction
0.020
Brier Score
Improved by 0.013

Final Prediction

14%
Likely No
Model Agreement95%
Predictions9 runs
Last UpdatedMarch 2, 2026

Prediction History

Initial
18%
Feb 21
+4pp
Current
14%
Mar 2
Q4 FY2026 earnings update

Q4 earnings call showed no signs of accounting irregularities; new CFO Serge Berry presented clean numbers, reducing the probability of 10-K audit issues.

Why This Question Matters

The FY2026 10-K is the convergence event identified by 4 lenses — the first annual filing under new CEO and CFO following triple CFO turnover in 18 months. CFO turnover is statistically associated with elevated restatement risk. Any unusual audit items would escalate ACCOUNTING_INTEGRITY from QUESTIONABLE toward CONCERNING. A clean filing would meaningfully de-escalate governance concerns and validate the new leadership's financial stewardship during the transition.

ACCOUNTING_INTEGRITYGOVERNANCE_ALIGNMENT

Prediction Distribution

0%25%50%75%100%
Actual: NO
opus
sonnet
haiku
Range: 12%16%Aggregate: 14%
Individual Predictions(9 runs)
opusRun 1
14%

The Q4 FY2026 earnings report materially strengthens the case for a clean 10-K filing. First, GAAP operating income turning positive for the first time removes the primary pressure that might incentivize number management — strong underlying results reduce motivation for accounting manipulation. Second, FCF of $177M (vs. $23M prior year) independently validates that revenue quality is genuine, not a product of aggressive recognition. Third, no new accounting issues were flagged in the Q4 press release or 8-K, extending the clean interim audit record to 4 quarters. The critical distinction in the leadership departures: the President of Field Operations and CRO departing are go-to-market roles — auditors focus on financial officers (CFO, CAO, Controller). CFO Berry and CAO Bull both remain, providing full accounting function continuity for the 10-K close. Three clean quarterly filings plus a strong Q4 earnings report now represent overwhelming evidence against unusual audit items. The prior 18% estimate appropriately reflected uncertainty before the Q4 data; the new data resolves most of that uncertainty in the clean direction.

Q4 GAAP operating income positive — first ever — removes number-management pressureFCF $177M validates revenue quality independently of accrual accountingCFO Berry and CAO Bull both intact — accounting continuity fully preserved despite go-to-market leadership departures
opusRun 2
16%

Updating the prior 0.22 estimate for Q4 FY2026 data. The broad resolution criteria (4 independent categories) previously kept my estimate slightly elevated, and I maintain that breadth as a factor. But each individual category is now incrementally less likely: (1) Emphasis-of-matter: strong Q4 results reduce auditor concern; go-to-market leadership departures do not trigger AS 3101 commentary; estimate now ~6%. (2) Accounting policy change: no new policies appear from Q4 data; breakage change was FY2025; estimate ~4%. (3) Auditor change: ~2%, unchanged from prior. (4) Material weakness: 4 clean quarterly reviews with no issues; estimate ~4%. Union probability across partially-correlated categories: approximately 14-16%. The main remaining risk is the Baxter litigation — if discovery produced any surprises before the 10-K filing deadline, the auditor might add emphasis language. But with Q4 clean, I estimate this risk at the lower end of the range.

Broad resolution criteria (4 categories) still widen the surface area but each category now lower probabilityBaxter litigation remains the primary tail risk for emphasis-of-matter languageFour consecutive clean quarterly filings with no interim audit issues
opusRun 3
13%

The strongest factor in my updated estimate is the combination of (a) 4 clean quarterly filings with no interim audit issues surfaced, and (b) accounting function leadership continuity (Berry + Bull both intact). The leadership churn pattern is concerning from a GOVERNANCE_ALIGNMENT perspective, but auditors distinguish between financial officers and operational leaders. The departure of a CRO and President of Field Operations does not typically trigger auditor commentary in annual filings. The GAAP operating income achievement is particularly meaningful — it means the Q4 financial statements show improvement across the board, making it very unlikely auditors found material concerns during the Q4 close process. The CAO's routine trading (555 shares via 10b5-1) continues to show no insider signaling of accounting concerns. Given all of this, I estimate the base rate (~10-12% for large-cap tech) is elevated only modestly by remaining governance concerns — primarily the historical triple CFO turnover and ongoing Baxter litigation.

Accounting function leadership (Berry + Bull) fully intact — go-to-market departures are not audit-relevantGAAP operating income positive in Q4 — auditors finding improvements, not concernsHistorical triple CFO turnover remains a small residual risk factor in base rate elevation
sonnetRun 1
12%

My updated estimate shifts meaningfully lower from the prior 0.15. The Q4 data provides three incremental positives that specifically address auditor concerns: (1) GAAP profitability achieved — the GAAP/non-GAAP divergence that multiple lenses flagged as a risk is now narrowing, removing one potential trigger for auditor commentary; (2) FCF strength validates the accrual revenue figures independently; (3) No Q4 press release surprises extend the clean interim record. The leadership departures (President of Field Operations, CRO) are operationally significant but not financially significant to auditors. If these had been the CFO or CAO departing, I would raise my estimate. They are not. The Baxter litigation remains in discovery but is below materiality threshold for probable/estimable contingency. The most likely 10-K outcome is a standard clean opinion with revenue recognition as a routine CAM — this would NOT resolve as YES under the resolution criteria.

GAAP/non-GAAP divergence narrowing due to Q4 GAAP profitability — removes key auditor concern areaGo-to-market leadership departures are not financially material to auditorsFour clean quarterly filings now represent overwhelming evidence baseline
sonnetRun 2
15%

Updating from prior 0.20. The cumulative executive churn pattern (President of Field Operations + CRO added to prior CFO turnover history) could theoretically prompt broader auditor attention to management instability. I note this as a residual risk factor. However, the crucial filter is that Berry (CFO) and Bull (CAO) both remain in place — these are the executives who sign the management representation letter and whose financial oversight directly determines audit scope and approach. The Baxter litigation risk is unchanged from the prior period. The GAAP profitability achievement is the most important new data point: it removes any incentive for management to use accounting discretion to improve reported results, and it likely means the auditor's substantive procedures found confirmatory (improving) evidence rather than concerning evidence. My remaining 15% captures the breadth of resolution criteria and the small tail risk that Baxter discovery or a new leadership change introduces an unexpected item before the March/April 2026 10-K filing.

CFO Berry and CAO Bull both in place — management representation letter signatories are stableGAAP profitability removes incentive for accounting discretion that could trigger unusual itemsResidual tail risk: Baxter discovery pace and cumulative churn pattern still create non-trivial surface area
sonnetRun 3
14%

Estimating each resolution criterion with Q4 update incorporated: (1) Emphasis-of-matter or unusual CAM beyond standard scope: ~6% (down from ~8% — GAAP profitability reduces auditor motivation to add emphasis commentary; go-to-market departures not audit-relevant). (2) Accounting policy change vs. FY2025: ~3% (down from ~5% — no new policies visible from Q4 data, first annual filing by Berry/Bull unlikely to introduce major changes mid-cycle). (3) Auditor change: ~2% (unchanged — no signals of auditor dissatisfaction). (4) Material weakness or significant deficiency: ~4% (down from ~5% — fourth clean quarterly filing). Combined union probability: approximately 13-15%. The Q4 data moves each individual criterion approximately 1-2 percentage points lower, consistent with a modest overall decrease from 18% to the 14% midpoint.

Each of 4 resolution criteria individually lower after Q4 clean earningsFirst annual filing by Berry/Bull unlikely to introduce accounting policy changesQ4 GAAP profitability directly addresses the GAAP/non-GAAP divergence concern that was a risk factor
haikuRun 1
14%

Four clean quarterly filings plus Q4 GAAP profitability achieved. CFO Berry and CAO Bull both in place. Leadership departures are go-to-market, not finance. Base rate ~12% modestly elevated to ~14% by residual Baxter litigation risk and historical triple CFO turnover. Q4 data reduces probability from prior 18%.

Four consecutive clean 10-Q filings with no interim audit issuesAccounting leadership (Berry + Bull) fully intact despite go-to-market leadership departuresGAAP profitability first-ever — removes number-management pressure
haikuRun 2
13%

The Q4 FCF of $177M is the most compelling single data point for a clean filing. FCF validates revenue quality independently of accrual accounting — if revenue were being aggressively recognized, it would not convert to cash at this rate. The CFO turnover risk (academic research: 2-3x elevated restatement risk) was already the dominant risk factor in the prior estimate, but the clean Q4 results reduce the conditional probability that prior CFO transitions created hidden issues. CAO Bull's stability throughout provides the continuity that matters most for controls documentation. Decreasing from prior 16% estimate.

FCF $177M independently validates revenue quality — strongest evidence against accounting manipulationCAO Bull stability throughout CFO transitions preserves controls continuityQ4 clean results reduce conditional probability that prior CFO handoffs created hidden issues
haikuRun 3
15%

The cumulative executive departure pattern (now including President of Field Operations and CRO) is operationally concerning but the market question is specifically about accounting/audit items. The GOVERNANCE_ALIGNMENT escalation to CONCERNING is real but reflects go-to-market instability, not accounting function instability. Auditors' primary concern is the financial reporting chain — CFO, CAO, Controller, audit committee — all of which appear stable. The broad resolution criteria (4 categories) keep my estimate modestly above the minimum base rate. Prior estimate 0.20 decreases to 0.15 reflecting Q4 positive data while preserving the breadth premium.

GOVERNANCE_ALIGNMENT escalation is operational not financial — auditors focus on financial reporting chainBroad resolution criteria (4 categories) maintain a breadth premium above base rateQ4 GAAP profitability and FCF strength reduce probability modestly from prior estimate

Resolution Criteria

Resolves YES if MongoDB's FY2026 10-K annual filing contains any of: (1) an emphasis-of-matter or critical audit matter paragraph beyond the standard scope, (2) a disclosed change in accounting policies or practices compared to FY2025, (3) a change in auditing firm, or (4) a material weakness or significant deficiency in internal controls. Resolves NO if the 10-K filing contains a clean audit opinion with no unusual items, no accounting policy changes, and no auditor change.

Resolution Source

MongoDB FY2026 10-K annual filing, auditor's report section (SEC EDGAR)

Source Trigger

FY2026 10-K filing — watch for accounting policy changes, auditor emphasis paragraphs, CEO/CFO certifications

fugazi-filterACCOUNTING_INTEGRITYCRITICAL
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