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Will DocuSign report GAAP operating margin of 12% or higher for full-year FY2027?

Resolves April 30, 2027(408d)
IG: 0.64

Current Prediction

47%
Likely No
Model Agreement89%
Predictions9 runs
Last UpdatedMarch 18, 2026

Why This Question Matters

GAAP operating margin expanded from 6.7% to 9.3% in FY2026, narrowing the non-GAAP/GAAP gap from 23.1pp to 20.8pp. This gap is the core quantitative expression of NARRATIVE_REALITY_GAP. Reaching 12% GAAP margin would push the gap below 20pp for the first time and demonstrate that GAAP economics are structurally improving, not just benefiting from a one-time SBC adjustment.

NARRATIVE_REALITY_GAP

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 42%52%Aggregate: 47%
Individual Predictions(9 runs)
opusRun 1
48%

Base rate: FY2026 delivered 2.6pp GAAP margin improvement (6.7%→9.3%). Reaching 12% requires 2.7pp — nearly identical pace. However, FY2026's improvement included ~1pp from restructuring charges disappearing ($29.7M→$0). Without this one-time tailwind, the organic improvement was ~1.6pp. Replicating 2.7pp from purely organic levers (SBC reduction + operating leverage) requires both to overperform their FY2026 contribution. SBC fell 1.2pp in FY2026; it would need to fall ~1.5pp in FY2027 to compensate for the missing restructuring benefit. This is a stretch but not implausible given the share count declining from ~205M to guided 190-195M. Historical trend adjusted for one-time items: ~48%.

FY2026 had ~1pp restructuring tailwind that won't repeatOrganic improvement was ~1.6pp, need 2.7pp totalSBC must decline ~1.5pp (vs 1.2pp in FY2026) to compensate
opusRun 2
45%

Trend decomposition: the GAAP margin improvement has been accelerating — from ~2.9% (FY2024) to 6.7% (FY2025) to 9.3% (FY2026). That's ~3.8pp then ~2.6pp improvements. The deceleration from 3.8pp to 2.6pp already reflects diminishing returns from easy cost cuts. The next increment (2.7pp) would need to reverse this deceleration, which is unlikely without a new structural catalyst. SBC/revenue declining is the primary remaining lever, but R&D grew 13% in FY2026 and management committed to continued investment in AI, enterprise, legal tech, and federal — all R&D-heavy areas. The combination of exhausted restructuring tailwind, continued R&D investment, and new enterprise sales hires with above-average equity compensation suggests the pace will slow: ~45%.

GAAP margin improvement already decelerating (3.8pp→2.6pp)R&D grew 13% in FY2026 with continued investment commitmentNew enterprise sales hires carry above-average equity compensation
opusRun 3
50%

Historical pattern analysis: SaaS companies that achieve non-GAAP margins above 30% typically see GAAP margins converge toward non-GAAP as SBC/revenue naturally declines with slower headcount growth and declining share counts. DocuSign's share count decline (205M→190-195M guided) represents a ~5-7% reduction, which directly reduces new grant dilution if grant dollar value stays flat. The GAAP/non-GAAP gap has been narrowing consistently: 25pp (FY2024)→23.1pp (FY2025)→20.8pp (FY2026). If the gap narrows by another 2.3pp (average of prior two years' narrowing), GAAP margin reaches ~12.3% (assuming non-GAAP at guided 30.3% midpoint, gap at 18.5pp). The mechanical narrowing of the SBC gap is a real trend with structural support: ~50%.

GAAP/non-GAAP gap narrowing consistently: 25pp→23.1pp→20.8ppShare count declining 5-7% directly reduces SBC dilutionGap narrowing 2.3pp (average pace) would land at 12.3% GAAP margin
sonnetRun 1
42%

Management guidance implies limited GAAP improvement: non-GAAP operating margin guided at 30.0-30.5% vs 30.1% actual — essentially flat. This means management is NOT guiding for non-GAAP margin expansion; all GAAP improvement must come from SBC reduction. CFO said the company is 'rightsized' but also cited multiple investment areas. Q1 FY2027 non-GAAP margin guided at 29.0-29.5%, well below full-year level — this front-loaded reinvestment compresses H1 margins and forces H2 to carry the full-year average. If Q1 comes in at 29%, that leaves Q2-Q4 needing to average ~30.7% non-GAAP to hit 30.3% for the year. The H1 compression makes the 12% GAAP target harder because Q1 GAAP margin will be materially below 12%: ~42%.

Non-GAAP margin guided flat — no margin expansion to boost GAAPQ1 guided 29.0-29.5% — front-loaded reinvestment compresses H1All GAAP improvement must come from SBC reduction alone
sonnetRun 2
47%

Guidance math: non-GAAP margin at 30.25% midpoint on $3,490M revenue = $1,056M non-GAAP operating income. For GAAP to reach 12% = $419M. The implied addbacks are $637M ($1,056M - $419M). FY2026 addbacks were $669M ($968M non-GAAP - $299M GAAP). So addbacks need to decline by $32M while revenue grows $271M. SBC declining from $622M to ~$600M (a 3.5% reduction) while revenue grows 8% would produce SBC/revenue of ~17.2%, down from 19.3%. That's a 2.1pp improvement, plus the small non-GAAP margin improvement contributes another ~0.5pp to GAAP. Total: ~2.6pp GAAP improvement landing at ~11.9% — just barely missing. The math is tight but achievable if SBC reduction hits the upper end: ~47%.

SBC needs to decline ~$22M while revenue grows $271MSBC/revenue decline from 19.3% to ~17.5% needed — 1.8pp reductionMath lands at ~11.9% on base case — just barely misses the 12% threshold
sonnetRun 3
44%

Guidance skepticism on GAAP trajectory: management does not guide GAAP operating margin. They guide non-GAAP and leave investors to infer GAAP. The lack of explicit GAAP guidance suggests management isn't managing to a GAAP margin target. If GAAP margin improvement were a management priority, they would guide to it. The new C-suite enterprise sales motion requires senior hires with substantial equity packages — these front-loaded grants could push SBC up in absolute terms even as revenue grows. Federal sector expansion similarly requires specialized compliance hires. Management's investment posture in FY2027 is more aggressive than FY2026's 'rightsizing' mode: ~44%.

Management does not guide GAAP margin — not managing to this targetNew C-suite sales motion requires front-loaded equity grants for senior hiresFY2027 investment posture more aggressive than FY2026 rightsizing
haikuRun 1
52%

Cross-signal analysis: multiple signals suggest GAAP margin improvement continues. The Fugazi Filter found earnings quality HIGH — GAAP/non-GAAP convergence is structural, not accounting gimmicks. The share count declining from 205M to 190-195M is a direct mechanical reducer of SBC dilution. Gross margin guided at 81.5-82.0% (vs 81.1% in FY2026) — slight expansion here contributes directly to operating margin. The non-GAAP/GAAP gap has narrowed every year for three consecutive years, establishing a reliable trend. The company's maturity (declining growth rate, stable product) supports SBC discipline. Cross-signal consensus slightly favors YES: ~52%.

Fugazi Filter: earnings quality HIGH, GAAP/non-GAAP convergence structuralShare count declining 5-7% mechanically reduces SBCGross margin guided up slightly (81.5-82.0% vs 81.1%)
haikuRun 2
43%

Cross-signal caution: while the GAAP/non-GAAP convergence trend is real, several cross-signals introduce headwinds. R&D grew 13% in FY2026, the fastest-growing expense line, and management committed to continued AI, legal tech, and federal investment — all R&D-heavy. The PP&E increase of $62M in FY2026 suggests growing capital intensity that flows through to amortization (a GAAP cost above the non-GAAP addback line). Cloud migration costs are explicitly pressuring gross margin. The tax rate increase from 20% to 21% doesn't affect operating margin but signals a more complex cost environment. The investment cycle is expanding, not contracting: ~43%.

R&D grew 13% and investment commitment continues — fastest-growing cost line$62M PP&E increase in FY2026 flows to amortizationCloud migration pressures gross margin
haikuRun 3
49%

Cross-signal synthesis: the bull and bear cross-signals roughly balance. On the bull side: structural SBC decline, share count reduction, gross margin expansion, and three-year convergence trend. On the bear side: exhausted restructuring tailwind, accelerating R&D investment, new expensive enterprise hires, and cloud migration costs. The base case math (Sonnet Run 2) landed at ~11.9%, just below the 12% threshold. This is within rounding distance — a small positive surprise in SBC reduction or operating leverage pushes it over; a small negative surprise in investment spending pushes it further below. The margin of error is slim and the outcome is genuinely uncertain: ~49%.

Base case math lands at ~11.9% — within rounding distance of 12%Bull and bear cross-signals roughly balanceSlim margin of error means small surprises determine outcome

Resolution Criteria

Resolves YES if DocuSign reports GAAP operating margin (GAAP income from operations divided by total revenue) of 12.0% or higher for full-year FY2027 (fiscal year ending January 31, 2027) in the 10-K filing or Q4 FY2027 earnings press release. Resolves NO if GAAP operating margin is below 12.0%. Uses reported GAAP figures without adjustment.

Resolution Source

DocuSign FY2027 10-K annual report filed with the SEC, or FY2027 Q4 earnings press release

Source Trigger

GAAP operating margin expanded from 6.7% (FY2025) to 9.3% (FY2026) — non-GAAP/GAAP gap narrowed from 23.1pp to 20.8pp. Tests whether narrative gap continues closing or plateaus.

myth-meterNARRATIVE_REALITY_GAPHIGH
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