IT AI Index
Index Vendors › IBM Business Automation Workflow · September 2026 Edition
IBM · 1 category · Named, not ranked

IBM Business Automation Workflow

4Judge labels
0First choices
4Negative labels
4 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. IBM Business Automation Workflow was named 1 time in Orchestration, where Prefect led with 24%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In orchestration · 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 IBM Business Automation Workflow 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.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Workflow orchestrationData platform0%70 of 86100%1under 10 labels · led by Prefect at 24%

Movement

This is the first edition on this tier, so no move can be computed for IBM Business Automation Workflow 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 IBM Business Automation Workflow across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00011
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000

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
Comparative1 labelNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative3 labelsNone
First choiceAlternativeMentionNegative4 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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.

“Best for legacy-heavy enterprise environments, with limited AI orchestration.” Mistral Small · Orchestration · comparative prompt · soft negative

Named alongside

The products named in the same answers as IBM Business Automation Workflow, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and IBM Business Automation Workflow was named but was not.
ProductSame answerTook the first choice insteadHead to head
Zapier4 of 41Not in the top three
Make4 of 40Not in the top three
AWS Step Functions3 of 40Not in the top three
Apache Airflow3 of 40Not in the top three
Appian3 of 40Not in the top three
Camunda3 of 40Not in the top three
Pega3 of 40Not in the top three
Temporal3 of 40Not in the top three
n8n3 of 40Not in the top three
Dagster2 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 IBM Business Automation Workflow. 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 3 of the 4 answers that named IBM Business Automation Workflow and are not a share of its labels.

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 IBM Business Automation Workflow'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 IBM Business Automation Workflow, 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 the vendor's own domain 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.

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