- 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.
Separate current dimensions—not a universal score or investment ranking.
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.
0001577526-26-000179SEC ↗4Oct 28, 2026Period Oct 26, 20260001577526-26-000177SEC ↗4Oct 28, 2026Period Oct 26, 20260001577526-26-000175SEC ↗4Oct 28, 2026Period Oct 26, 20260001577526-26-000173SEC ↗4Oct 28, 2026Period Oct 26, 20260001577526-26-000171SEC ↗4Oct 28, 2026Period Oct 26, 20260001577526-26-000169SEC ↗4Oct 28, 2026Period Oct 26, 20260001577526-26-000167SEC ↗Transaction semantics distinguish purchases, sales, awards, exercises, withholding, and derivatives.
| Filed / transacted | Reporting owner | Semantics | Shares | Price | Notional | Source |
|---|---|---|---|---|---|---|
| Oct 26, 2026Filed Oct 28, 2026 | Sridhar KRDirector | Grant Or AwardDirect | 27,365 | $0 | $0 | Form 4 ↗ |
| Oct 26, 2026Filed Oct 28, 2026 | Clayville Michael WayneDirector | Grant Or AwardDirect | 27,365 | $0 | $0 | Form 4 ↗ |
| Oct 15, 2026Filed Oct 16, 2026 | Hyten John E.Director | Disposition To IssuerDirect | 2,500 | $12 | $30,400 | Form 4 ↗ |
| Oct 13, 2026Filed Oct 14, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 435,363 | $4 | $1.7M | Form 4 ↗ |
| Oct 13, 2026 |
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.
0001577526-26-000165| SIEBEL THOMAS MCEO and Chairman of the Board |
| Open Market SaleDirect |
| 435,363 |
| $12 |
| $5.1M |
| Form 4 ↗ |
| Oct 13, 2026Filed Oct 14, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 435,363 | $0 | $0 | Form 4 ↗ |
| Oct 12, 2026Filed Oct 14, 2026 | Lath HiteshCHIEF FINANCIAL OFFICER | Open Market SaleDirect | 20,000 | $12 | $247,400 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 239 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 239 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 239 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 239 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 106,793 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 106,793 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 106,793 | $0 | $0 | Form 4 ↗ |
| Sep 30, 2026Filed Oct 2, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 106,793 | $0 | $0 | Form 4 ↗ |
| Sep 15, 2026Filed Sep 17, 2026 | Hyten John E.Director | Disposition To IssuerDirect | 2,500 | $11 | $26,975 | Form 4 ↗ |
| Sep 14, 2026Filed Sep 15, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Open Market SaleDirect | 22,780 | $11 | $240,557 | Form 4 ↗ |
| Sep 14, 2026Filed Sep 15, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftDirect | 21,986 | $0 | $0 | Form 4 ↗ |
| Sep 14, 2026Filed Sep 15, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | GiftIndirect | 21,986 | $0 | $0 | Form 4 ↗ |
| Sep 11, 2026Filed Sep 15, 2026 | SIEBEL THOMAS MCEO and Chairman of the Board | Option ExerciseDirect | 44,766 | — | — | Form 4 ↗ |