- Historical context50th pct
- Persistence2 periods
- Independent evidence2 groups
· Services-Prepackaged Software
RESEARCH SNAPSHOTC3.ai, Inc.'s latest supported as-filed period reports revenue of $52.4M; gross margin moved 581 basis points lower on the same comparison basis. Every value below links to its SEC accession and metric lineage.
Unusual transitions and combinations worth inspecting—not forecasts or recommendations.
A multidimensional view of the latest comparable filing—not a composite score or recommendation.
Level · gp.fundamentals.capex_revenue_ratio
Raw value 0.02% · OPTIONAL
Ratio · gp.fundamentals.operating_cash_flow + gp.fundamentals.revenue
Raw value 3.96% · OPTIONAL
Yoy · gp.fundamentals.revenue
Raw value -25.46% · CORE
Level · gp.fundamentals.gross_margin
Raw value 31.83% · CORE
Level · gp.fundamentals.operating_margin
Raw value -187.62% · CORE
Ratio · gp.fundamentals.rnd + gp.fundamentals.revenue
Raw value 88.88% · OPTIONAL
Level · gp.fundamentals.sbc_revenue_ratio
Raw value 113.09% · OPTIONAL
Business direction, financial quality, capital allocation, and governance evidence remain separate—never collapsed into a recommendation score.
Interpretation boundary Direction describes measurable company fundamentals. Governance reports observable evidence only; it does not grade management character or predict stock returns.
Latest available comparable states within 180 days, normalized with robust median/MAD statistics.
The most important deterministic changes, ranked by magnitude, issuer history, persistence, and accounting profile.
This cluster groups 2 independently calculated changes: Cash & equivalents decreased 29.0%; Operating cash flow decreased 153.2%.
2 evidence-backed componentsThis cluster groups 2 independently calculated changes: Gross margin moved 581 bp lower; Operating margin moved 997 bp lower.
2 evidence-backed componentsThis cluster groups 2 independently calculated changes: Cash & equivalents increased 68.6%; Operating cash flow changed across a sign change.
2 evidence-backed componentsThis cluster groups 2 independently calculated changes: Gross margin moved 4173 bp lower; Operating margin moved 17496 bp lower.
2 evidence-backed componentsThis cluster groups 2 independently calculated changes: Capital expenditure increased 21.3%; Capex / revenue moved 46 bp higher.
2 evidence-backed componentsFree-cash-flow proxy changed -151.1% from the comparable as-filed period.
Each point keeps the date investors could first observe it and its accession.
AI · as filed with the SEC · reported-date aware
Direct SEC links, filing dates, report periods, and amendment flags.
0001577526-26-000126SEC ↗4Sep 3, 2026Period Sep 1, 20260001577526-26-000121SEC ↗8-KSep 2, 2026Period Sep 2, 20260001577526-26-000119SEC ↗4Aug 27, 2026Period Aug 25, 20260001577526-26-000108SEC ↗8-KAug 27, 2026Period Aug 25, 20260001577526-26-000103SEC ↗4Aug 13, 2026Period Aug 11, 20260001577526-26-000098SEC ↗4Aug 6, 2026Period Aug 4, 20260001577526-26-000096SEC ↗Transaction semantics distinguish purchases, sales, awards, exercises, withholding, and derivatives.
| Filed / transacted | Reporting owner | Semantics | Shares | Price | Notional | Source |
|---|---|---|---|---|---|---|
| Sep 3, 2026Filed Sep 3, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftDirect | 15,846 | $0 | $0 | Form 4 ↗ |
| Sep 3, 2026Filed Sep 3, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 15,846 | $0 | $0 | Form 4 ↗ |
| Sep 2, 2026Filed Sep 3, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Open Market SaleDirect | 16,890 | $10 | $173,967 | Form 4 ↗ |
| Sep 1, 2026Filed Sep 3, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 32,736 | — | — | Form 4 ↗ |
GrossPattern stores immutable raw artifacts, accession-scoped facts, parser and metric versions, dependency edges, quality state, and channel-specific publication rights. A restricted or unknown ancestor blocks the page and API automatically.
SEC source policy ↗Operating income changed -60.3% from the comparable as-filed period.
Operating income changed +21.3% from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.
Operating cash flow changed -153.2% from the comparable as-filed period.
Operating margin changed -997 basis points from the comparable as-filed period.
Cash & equivalents changed +68.6% from the comparable as-filed period. This reverses 2 consecutive comparable moves in the opposite direction.
Gross margin changed -581 basis points from the comparable as-filed period.
Method note “Materiality” here is an analytical magnitude band, not a legal conclusion. Full filing-text semantic changes remain unpublished while excerpt rights and review thresholds are unresolved.
Latest supported period in this snapshot: 2026-07-31. Duration facts use direct quarterly or annual SEC contexts; GrossPattern does not manufacture missing Q4 values.
0001577526-26-000094| SIEBEL THOMAS MCEO and Chairman of the Board |
| Option ExerciseDirect |
| 32,736 |
| $0 |
| $0 |
| Form 4 ↗ |
| Aug 25, 2026Filed Aug 27, 2026 | Dwyer John CharlesDirector | Grant Or AwardDirect | 132,077 | $0 | $0 | Form 4 ↗ |
| Aug 11, 2026Filed Aug 13, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 453,314 | $4 | $1.8M | Form 4 ↗ |
| Aug 11, 2026Filed Aug 13, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Open Market SaleDirect | 453,314 | $11 | $4.8M | Form 4 ↗ |
| Aug 11, 2026Filed Aug 13, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 453,314 | $0 | $0 | Form 4 ↗ |
| Aug 4, 2026Filed Aug 6, 2026 | Lath HiteshCHIEF FINANCIAL OFFICER | Open Market SaleDirect | 20,000 | $10 | $200,000 | Form 4 ↗ |
| Aug 4, 2026Filed Aug 4, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftDirect | 143,834 | $0 | $0 | Form 4 ↗ |
| Aug 4, 2026Filed Aug 4, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 143,834 | $0 | $0 | Form 4 ↗ |
| Aug 3, 2026Filed Aug 4, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Open Market SaleDirect | 139,500 | $10 | $1.3M | Form 4 ↗ |
| Aug 2, 2026Filed Aug 4, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 283,334 | — | — | Form 4 ↗ |
| Aug 2, 2026Filed Aug 4, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 283,334 | $0 | $0 | Form 4 ↗ |
| Jul 15, 2026Filed Jul 16, 2026 | Hyten John E.Director | Disposition To IssuerDirect | 2,500 | $9 | $22,850 | Form 4 ↗ |
| Jul 15, 2026Filed Jul 16, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 64,975 | $2 | $132,549 | Form 4 ↗ |
| Jul 15, 2026Filed Jul 16, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Open Market SaleDirect | 64,975 | $9 | $604,917 | Form 4 ↗ |
| Jul 15, 2026Filed Jul 16, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 133,490 | $4 | $520,611 | Form 4 ↗ |
| Jul 15, 2026Filed Jul 16, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Open Market SaleDirect | 133,490 | $9 | $1.2M | Form 4 ↗ |