See what changed in the companies you research.

Compare annual SEC 10-K risk disclosures, inspect the original wording, and investigate questions for investment research, client work and published analysis.

Covers Item 1A risk factors for the companies and comparison years in our directory. Coverage and history vary by company.

✓  SEC EDGAR sourced ✓  Deterministic extraction ✓  AI interpretation is labeled ✓  Annual filing comparisons

Check coverage and filing dates  ·  How comparisons work

Source: SEC EDGAR  ·  Page generated 2026-11-05; filing dates vary by comparison.

Investment research

Investigate changes in the companies you follow. Compare the wording across available annual filings and check the original evidence before drawing conclusions.

Competitive intelligence

Research a client's public-company competitors. Compare their disclosure changes to develop questions for a competitor briefing or a new assignment.

Supply-chain research

Investigate how public companies describe suppliers, geographic exposure and trade restrictions. Use the filing evidence to prepare questions for a supplier or client review.

Specialist publishing

Find company examples for industry reporting. Follow a disclosure change back to both annual filings and distinguish new wording from a newly emerging risk.

Return for new assignments, additional companies and newly available annual comparisons. Available history helps you revisit earlier wording as your research questions change.

Keyword matches across cached comparisons  ·  view all signals →
Artificial Intelligence 236

Companies with added risk factors matching AI keywords across cached comparisons.

236 companies →
Cybersecurity 231

Companies with added risk factors matching cybersecurity keywords across cached comparisons.

231 companies →
Supply Chain 245

Companies with added risk factors matching supply chain keywords across cached comparisons.

245 companies →
Tariffs & Trade Policy 131

Companies with added risk factors matching tariff or trade policy keywords across cached comparisons.

131 companies →
What the data shows
236 companies have added risk factors matching AI keywords

Counts cover all cached comparison years. Added means an unmatched risk factor, not the first mention of AI in a company’s filings. Matching can reflect a split, renamed, or reorganised factor. Inspect the matches and check coverage and filing dates.

Largest disclosure changes this cycle
JPM #1
JPMorgan Chase & Co.
↑ More concerningArtificial Intelligence
MS #2
Morgan Stanley
↑ More concerningRegulatory & Legal
PARA #3
PARA
↑ More concerningGoing-concern and financial valuation
IP #4
IP
↔ MixedClimate & ESG
NDAQ #5
Nasdaq Inc.
↔ MixedGovernance
CHD #6
Church & Dwight Co. Inc.
↑ More concerningCybersecurity
VRTX #7
Vertex Pharmaceuticals Inc.
↑ More concerningSupply Chain
ARE #8
Alexandria Real Estate Equities Inc.
↑ More concerningSupply Chain

Ranked by the sum of deterministic disclosure-change scores across each company's latest comparison. This total also reflects how many factors changed. Direction and themes come from the labeled AI brief.

Company filing changes

Added factors

Factors without a prior-year match. Check whether the wording was reorganised elsewhere; an added factor does not establish a new risk.

Removed factors

Prior-year factors without a current-year match. Check whether the wording moved elsewhere; a removed factor does not establish resolved exposure.

Changed wording

Changes within matched factors. Inspect the previous and current wording and follow the links to both annual filings.

Inspect a source-linked example comparison and see how an edit relates to the wording already in the prior filing.

Bring the evidence into your research tools
Ask your AI agent: “Which industrial companies have added risk factors matching tariff keywords in cached comparisons?”

Connect Claude, Cursor, or another MCP-compatible agent to https://riskdiff.com/api/mcp to query risk signals, company diffs, and filing changes. Matches link to cached comparisons and source filings. Automated extraction and AI interpretations can contain errors.

Generate API key → View plans →
Top 50 companies by disclosure change — 435 in the published directory
JPM
JPMorgan Chase & Co.
2026 vs 2025
98Added
82Removed
331Modified
MS
Morgan Stanley
2026 vs 2025
73Added
75Removed
373Modified
PARA
PARA
2026 vs 2025
166Added
61Removed
82Modified
IP
IP
2026 vs 2025
69Added
92Removed
72Modified
NDAQ
Nasdaq Inc.
2026 vs 2025
38Added
145Removed
54Modified
CHD
Church & Dwight Co. Inc.
2026 vs 2025
127Added
4Removed
14Modified
VRTX
Vertex Pharmaceuticals Inc.
2026 vs 2025
92Added
42Removed
17Modified
ARE
Alexandria Real Estate Equities Inc.
2026 vs 2025
120Added
0Removed
0Modified
BX
Blackstone Inc.
2026 vs 2025
90Added
10Removed
45Modified
PAYC
PAYC
2026 vs 2025
110Added
5Removed
13Modified
HON
Honeywell International Inc.
2026 vs 2025
57Added
21Removed
103Modified
CAH
Cardinal Health Inc.
2026 vs 2025
26Added
34Removed
108Modified
POOL
POOL
2026 vs 2025
103Added
5Removed
12Modified
SPG
Simon Property Group Inc.
2026 vs 2025
0Added
144Removed
0Modified
WTW
WTW
2026 vs 2025
86Added
9Removed
19Modified
HAL
Halliburton Company
2026 vs 2025
92Added
2Removed
20Modified
PEG
PEG
2026 vs 2025
92Added
2Removed
11Modified
ODFL
Old Dominion Freight Line Inc.
2026 vs 2025
88Added
2Removed
12Modified
MAA
MAA
2026 vs 2025
87Added
4Removed
12Modified
ORCL
Oracle Corporation
2026 vs 2025
70Added
25Removed
7Modified
PKG
PKG
2026 vs 2025
90Added
1Removed
2Modified
BRK.B
BRK.B
2026 vs 2025
80Added
2Removed
5Modified
CAG
Conagra Brands Inc.
2026 vs 2025
28Added
24Removed
67Modified
MKSI
MKS Instruments Inc.
2026 vs 2025
71Added
2Removed
16Modified
BALL
BALL
2026 vs 2025
22Added
26Removed
86Modified
DE
Deere & Company
2025 vs 2024
17Added
55Removed
42Modified
WM
Waste Management Inc.
2026 vs 2025
27Added
21Removed
61Modified
ALL
Allstate Corporation
2026 vs 2025
39Added
30Removed
52Modified
CPRT
Copart Inc.
2026 vs 2025
73Added
3Removed
11Modified
ILMN
ILMN
2026 vs 2025
19Added
30Removed
88Modified
PAYX
Paychex Inc.
2026 vs 2025
15Added
10Removed
122Modified
PTC
PTC Inc.
2025 vs 2024
68Added
3Removed
10Modified
BRO
Brown & Brown Inc.
2026 vs 2025
65Added
1Removed
14Modified
KIM
KIM
2026 vs 2025
38Added
2Removed
41Modified
STLD
Steel Dynamics Inc.
2026 vs 2025
18Added
20Removed
82Modified
ZBH
Zimmer Biomet Holdings Inc.
2026 vs 2025
59Added
1Removed
15Modified
C
Citigroup Inc.
2026 vs 2025
11Added
22Removed
69Modified
XEL
Xcel Energy Inc.
2026 vs 2025
15Added
11Removed
77Modified
O
Realty Income Corporation
2026 vs 2025
20Added
15Removed
80Modified
STT
State Street Corporation
2026 vs 2025
7Added
13Removed
71Modified
WY
WY
2026 vs 2025
17Added
18Removed
76Modified
NUE
Nucor Corporation
2026 vs 2025
64Added
0Removed
0Modified
DG
Dollar General Corporation
2026 vs 2025
5Added
25Removed
45Modified
TER
Teradyne Inc.
2026 vs 2025
17Added
18Removed
60Modified
UHS
UHS
2026 vs 2025
57Added
3Removed
9Modified
NTAP
NetApp Inc.
2026 vs 2025
13Added
16Removed
73Modified
SYF
SYF
2026 vs 2025
14Added
26Removed
71Modified
TECH
TECH
2026 vs 2025
21Added
12Removed
48Modified
APH
APH
2026 vs 2025
16Added
17Removed
45Modified
UDR
UDR
2026 vs 2025
8Added
37Removed
35Modified
View all 435 companies →