K
Kolena
ML testing platform that allows ML teams to rigorously test their model behavior
About Kolena
Kolena operates as a machine learning (ML) testing platform designed to assist ML teams in rigorously evaluating their model behavior. The platform allows users to identify and track failure modes, providing valuable insights to engineering teams, leadership, and customers. By offering a comprehensive understanding of model performance and identifying gaps, Kolena serves a critical role in the ML lifecycle. The company primarily targets ML teams across various industries that require robust testing and validation of their models. Kolena's business model revolves around providing a subscription-based service, generating revenue through recurring fees from its clients. The platform's value proposition lies in its ability to enhance the reliability and performance of ML models, thereby supporting better decision-making and operational efficiency for its users.
Source: Dealroom company dataAt a glance
- Status
- Operational
- Founded
- 2021
- Headquarters
- San Francisco, United States
- Employees
- 36
- Open positions
- None listed
- Dealroom signal
- 79.0/100
- Industry
- Enterprise Software
- Sector
- AI, Core AI, Generative AI, MLops, genAI Operation Layer, Hard Tech
- Technology
- Artificial Intelligence, Machine Learning
- Business model
- SaaS
- Client focus
- b2b
Knowledge graph
More headlines
Funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SERIES A✓Equity / VC | Sep 2023 | $15M | $60M | Bloomberg Beta · 11.2 Capital · Lobby Capital · SignalFire | ↗ |
| SEEDEquity / VC | Jun 2021 | $4.7M | $19M | Palumni · Bloomberg Beta · SignalFire · Scale Asia Ventures | — |
Growth signals
Latest recorded traffic for Kolena is 130 monthly website visits, down 78% over the last three months. Kolena's team grew 0% over the past year.
Similar companies
Company identity and context are open; selected comparison metrics preview what is available on the platform.
| Company | Headquarters | Status | Employees | Total funding | Valuation |
|---|---|---|---|---|---|
 DoublewordEnterprise platform for deploying self-hosted AI models |
London, United Kingdom | Operational | 13 | $15M | $48M |
 WeaviateOpen-source AI-native vector database for developers |
Amsterdam, Netherlands | Operational | |||
 GalileoBuilding the next generation of data tools for ML teams |
San Francisco, United States | Acquired | |||
 PineconeFully managed vector database that makes it easy to add vector search to production applications |
New York City, United States | Operational | |||
 Jina AIAI search foundation for multimodal, multilingual applications |
Berlin, Germany | Acquired | |||
 AllganizeAgentic AI platform for enterprise workflow automation |
Houston, United States | Operational | |||
 ChromaAI-native open-source embedding database |
San Francisco, United States | Operational | |||
 DustOperating system for deploying specialized enterprise AI agents |
Paris, France | Operational |
Investments and acquisitions
Recent portfolio relationships for companies that also act as investors or acquirers.
Investors
From Dealroom's funding and investor records, grouped by the round each investor first entered.
Seed4 investors entered at this stage
Bloomberg Beta
SignalFire
Palumni
Scale Asia Ventures
Series A3 investors entered at this stage
Lobby Capital
11.2 Capital
Zero Prime Ventures
Other known investors1 additional known investor
Octave
Source: Dealroom Talent Intelligence.
Global footprint
team presence
Market sentiment
An AI-synthesised read of the highest-engagement posts about Kolena on X, ranked by likes and reposts, corporate channels excluded.
Reading the room on X — pulling top posts and synthesizing themes…
Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour
See Kolena’s full profile on Dealroom
Request a free trial to see the complete deal history, financials, people graph and growth signals.
Takes under a minute. Already use Dealroom? Log in.