Index › Products › Microsoft Azure Document Intelligence · October 2026 Edition

Microsoft · 1 category · Named, not ranked

Microsoft Azure Document Intelligence

10Judge labels

1First choices

3Negative labels

7 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Microsoft Azure Document Intelligence was named 4 times in Document processing, where Nanonets led with 32%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business17 of 96

under the label threshold

Mid-market45 of 89

under the label threshold

Enterprise69 of 80

under the label threshold

In document processing · 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 Microsoft Azure Document Intelligence 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	Since September 2026
Intelligent document processing	Data platform	0%	45 of 89	25%	4	under 10 labels · led by Nanonets at 32%

Movement

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

By model

How each model treated Microsoft Azure Document Intelligence across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	1	1
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	1	0	1
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	1	0	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	1	0	1

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

Direct1 labelNone

Paraphrase2 labels1

Comparative3 labelsNone

Budget-constrained2 labelsNone

Scale-constrained1 labelNone

Negative1 labelNone

First choiceAlternativeMentionNegative10 labels in all, every segment counted; 1 of the 1 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.

“Best for Cloud-Native / Flexibility: Microsoft Azure Document Intelligence” Qwen 3.7 Flash · Document processing · paraphrase 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.

“reviews mention pricing concerns and scan-quality/efficiency issues” GPT-5.4 mini · Document processing · negative prompt · soft negative

Named alongside

The products named in the same answers as Microsoft Azure Document Intelligence, over the 10 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Microsoft Azure Document Intelligence was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

ABBYY Vantage9 of 103Not among the top eight

UiPath Document Understanding8 of 101Not among the top eight

Hyperscience Hypercell7 of 102Not among the top eight

Google Document AI6 of 100Not among the top eight

Rossum5 of 101Not among the top eight

Amazon Textract5 of 100Not among the top eight

Tungsten Automation4 of 100Not among the top eight

Automation Anywhere3 of 100Not among the top eight

AWS2 of 100Not among the top eight

Docsumo2 of 100Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 Microsoft Azure Document Intelligence. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 10 of the 10 answers that named Microsoft Azure Document Intelligence and are not a share of its labels.

Domains cited

llamaindex.ai6

docsumo.com5

grooper.com4

research.isg-one.com4

auxis.com3

avasant.com3

kognitos.com3

technovapartners.com3

abbyy.com2

checkthat.ai2

Thirty-five of the thirty-five domain citations in answers naming Microsoft Azure Document Intelligence came from somebody else's page.

Pages cited

docsumo.com/blog/the-best-intelligent-document-processing-software5

llamaindex.ai/insights/best-idp-tools5

grooper.com/blog_posts/intelligent-document-processing-vendors4

auxis.com/best-idp-software-tools3

avasant.com/report/intelligent-document-processing-platforms-2024-2025-radarview3

kognitos.com/blog/top-ai-document-processing-platforms-enterprise-20263

research.isg-one.com/market-perspectives/isg-buyers-guide-for-intelligent-document-process3

technovapartners.com/en/insights/best-intelligent-document-processing-software-20263

Pages are listed as the models cited them.

Search and answers

Where Microsoft Azure Document Intelligence stands in Google search beside where it stands in the models' answers.

ShowHide

In search

Google, US estimates

Searches for its name, Google: 110 a month (“microsoft azure document intelligence”)
AI search demand for its name, est.: 1 a month
Its own site: It sits on Microsoft's site (microsoft.com), so there are no site figures for it alone

In answers

This edition

Share of first choices

rank 45 of 89 in document processing

Segment leader

32%

Nanonets

First choices: 1 across its categories
Named in: 10 answers
Its own site cited: in 10 of the answers that named it

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as Microsoft Azure Document Intelligence

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

Microsoft Azure Document Intelligence & Syntex 1

Follow Microsoft Azure Document Intelligence

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Microsoft is the company behind Microsoft Azure Document Intelligence.

ShowHide

On record

Company records

Also from Microsoft: Microsoft 365, Microsoft 365 Admin Center, Microsoft 365 Administration, Microsoft 365 Backup, Microsoft 365 Compliance Center, Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Microsoft 365 DSC and 164 more

In its own words

Stated by the vendor, not checked

For: Proveedores de asistencia sanitaria
microsoft.com/es-es/ai/use-case/document-care-and-streamline-workflows-with-ai
Customers named: Northwestern MedicineSolution HealthSolutionHealth
Not stated on the pages read: Positioning, price, starting price, free plan or trial, integrations, certifications, hosting

What Microsoft Azure Document Intelligence's own pages state, read October 5, 2026: microsoft.com/bg-bg/ai/use-case/document-care-and-streamline-workflows-with-ai, microsoft.com/de-de/ai/use-case/document-care-and-streamline-workflows-with-ai, microsoft.com/es-es/ai/use-case/document-care-and-streamline-workflows-with-ai, microsoft.com/fi-fi/ai/use-case/document-care-and-streamline-workflows-with-ai, microsoft.com/hr-hr/ai/use-case/document-care-and-streamline-workflows-with-ai. A claimed page can correct any of them.

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 Microsoft Azure Document Intelligence'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 Microsoft Azure Document Intelligence, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Microsoft Azure Document Intelligence by email, built from the raw record of the edition. It shows:

where Microsoft Azure Document Intelligence is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Microsoft Azure Document Intelligence, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.