# Kubit

Kubit is agent observability software that labels every span of an AI agent's trace with its in-house Polaris model. It groups agent runs by execution path in a Sankey view and shows error rate, latency and token cost for each path. Queries run in place on traces stored in Databricks, Snowflake, BigQuery or ClickHouse.

Page: https://slateindex.ai/brand/kubit · data of 2026-11-03

## Facts

- Founded: 2018
- Headquarters: Los Altos, California, US
- Employees: 11–50
- Company type: Private, venture-backed
- Latest funding: Series A, led by Insight Partners with Shasta Ventures and TSVC
- Deployment: Runs inside the customer's own data warehouse, with no SDK or pipeline to install.
- Best for: Teams running AI agents that want to find failure patterns in traces already stored in their data warehouse.

## Products

- Flows: Groups every agent run by the shape of its execution path, showing where runs diverge, loop or stall.
- Polaris: In-house small language model that labels every span for what it did and whether it worked.
- Triggers: Shows the attributes, semantic clusters, upstream steps and recent commits behind each pattern.
- Native Query: Queries agent traces and business tables in the customer's own warehouse without an SDK or pipeline.

## Rankings

| Category | Rank | Visibility | Mentions |
|---|---|---|---|
| Product Analytics | 26 of 30 | 0.3 | 1 |

## By engine

| Engine | Visibility | Mention rate |
|---|---|---|
| chatgpt | 0.9 | 3.7% |
| google_ai_mode | 0.0 | 0.0% |
| perplexity | 0.0 | 0.0% |

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Kubit AI visibility profile”, https://slateindex.ai/brand/kubit, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).