Finance AI Index

Index › Vendors › Envelop · September 2026 Edition

1 category · Named, not ranked

Envelop

4Judge labels

3First choices

0Negative labels

3 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Envelop was named 2 times in Internal controls, where AuditBoard led with 18%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business12 of 113

under the label threshold

Mid-market15 of 71

under the label threshold

Enterprisenot named

No model named it for this buyer.

In internal controls · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Envelop for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Internal controls and SOX	Tax and compliance	2%	15 of 71	0%	2	under 10 labels · led by AuditBoard at 18%

Movement

This is the first edition on this tier, so no move can be computed for Envelop yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Envelop across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Labels
Claude Haiku 4.5	1	0	1
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	1	1
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative0 labelsNone

Budget-constrained4 labels3

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative4 labels in all, every segment counted; 3 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“you can use the free, open-source community version, available under the MIT License... This is an excellent starting point for cost-conscious organizations.” Claude Haiku 4.5 · Internal controls · budget prompt · first choice

“Consider Envelop's open-source version if you have technical staff” Kimi K2 · Internal controls · budget prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Envelop, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Envelop was named but was not.

ProductSame answerTook the first choice insteadHead to head

Workiva3 of 40Not in the top three

Mitti2 of 41Not in the top three

Arvexi1 of 40Not in the top three

Drata1 of 40Not in the top three

Hyperproof1 of 40Not in the top three

LogicGate Risk Cloud1 of 40Not in the top three

Lumiform1 of 40Not in the top three

ManageEngine EventLog Analyzer1 of 40Not in the top three

ManageEngine Log3601 of 40Not in the top three

Optro1 of 40Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Envelop. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 4 answers that named Envelop and are not a share of its labels.

Domains cited

mitti.com4

netwrix.com4

pathlock.com4

itprc.com3

sourceforge.net3

checkthat.ai2

flosum.com2

highradius.com2

riskwatch.com2

scytale.ai2

Twenty-eight of the twenty-eight domain citations in answers naming Envelop came from somebody else's page.

Pages cited

mitti.com/apps/sox-compliance-software4

netwrix.com/en/resources/blog/sox-compliance-software4

pathlock.com/the-19-best-sox-compliance-software-solutions4

itprc.com/sox-compliance-software3

sourceforge.net/software/sox-compliance3

flosum.com/blog/sox-compliance-tools2

highradius.com/resources/Blog/best-sox-compliance-tools2

riskwatch.com/sox-compliance-software2

Pages are listed as the models cited them.

Names read as Envelop

What the judge wrote, as written, with how often. The vendor table decides that these count as Envelop; a claim can dispute any of them.

Envelop (Open Source) 1Envelop (Open-Source Community Version) 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Envelop's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Envelop, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at envelop.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.