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What AI says about Databricks Mosaic

Data as of Oct 6, 2026Based on 29,933 AI responsesReviewed by Dimitry Apollonsky · Oct 5, 2026

Databricks AI provides enterprise-grade artificial intelligence solutions, including custom reinforcement learning for building faster knowledge agents like KARL. The platform enables organizations to deploy specialized AI agents tailored to enterprise knowledge tasks.

Databricks8%

Products

Mosaic AI1%
Genie Agents<1%
MosaicThis page<1%

Databricks Mosaic in AI’s own words

Question: We need an agent that can write detection rules, test them, and explain coverage gaps. What platforms should we look at?

Google AI ModeAug 14, 2026

Databricks Mosaic AI Agent Framework : Provides a governed control plane (Agent Bricks ) to ground custom security agents

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How often AI mentions Databricks Mosaic

Aug 12SepSep 30

Where AI names Databricks Mosaic

Since Jul 5

ChatGPT Search<1%
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Topics AI recommends Databricks Mosaic for1

Databricks Mosaic's share in each topic, as its page ranks it

Topic#

Distributed batch inferenceMLOps and Inference Serving Platforms3%=41

Other brands in LLM Observability and Evaluation Platforms

Rank

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Mentioned in

<1%No change

of AI answers about Databricks Mosaic and its rivals. Since Jul 5

The market map

LLM Observability and Evaluation Platforms

Mentioned in

1Arize Phoenix62% · Avg. position 78.8
2LangSmith59% · Avg. position 4.5
3DeepEval56% · Avg. position 3.8
4Braintrust54% · Avg. position 4.2
5Ragas50% · Avg. position 29.7
6Langfuse37% · Avg. position 44.8
7Promptfoo30% · Avg. position 22.2
8Galileo AI19% · Avg. position 42.1
9LangChain16% · Avg. position 6.5
=10Confident AI14% · Avg. position 4.9
12TruLens12% · Avg. position 5.7
=13Patronus AI10% · Avg. position 81.3
15MLflow8% · Avg. position 5.0
16OpenAI Evals7% · Avg. position 6.7

Where Databricks Mosaic ranks in AI

LLM Observability and Evaluation Platforms=101

<1%

#4

Ragas#5

Langfuse#6

Sources AI cites

databricks.com 0%Other sites 100%

Questions

Mentioned in
2%
Excerpts where Databricks Mosaic appeared in the AI's answer
Google AI Mode Google AI Mode
Databricks Mosaic AI Agent Framework : Provides a governed control plane (Agent Bricks ) to ground custom security agents
3%

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