Tecton

Platform for managing machine learning features

San Francisco, California, United States

About Tecton

Tecton provides a platform for managing machine learning (ML) features, which are key characteristics used in ML models. The platform enables users to discover, utilize, monitor, and govern feature pipelines, allowing team members to easily find and use existing features while tracking data pipelines, processing costs, and system performance. Users can design ML features using programming languages like Python, SQL, or Spark, and perform complex data transformations, such as time-window aggregations and backfills to handle missing data. Tecton also supports near real-time data processing, enabling users to analyze incoming data without delays. This capability allows businesses, particularly in tech, finance, and e-commerce, to leverage ML and AI effectively. Tecton differentiates itself by focusing on comprehensive feature management and real-time data processing, aiming to streamline the ML development process for its clients.

San Francisco, CaliforniaHeadquarters
2019Year Founded
$155.6MTotal Funding
SERIES_CCompany Stage
Data & Analytics, AI & Machine LearningIndustries
51-200Employees

Benefits

Comprehensive health plans
Remote-friendly work environment
Parental leave
Competitive salary, equity and 401(k) savings plans
Wellbeing benefits
Flexible PTO

Risks

Competition from feature store providers like Feast and Hopsworks is increasing.
Over-reliance on cloud partnerships may limit Tecton's flexibility and bargaining power.
Rapid AI advancements could render Tecton's offerings obsolete without quick innovation.

Differentiation

Tecton offers an enterprise-ready feature store for scalable machine learning applications.
The platform supports Python, SQL, and Spark for designing and defining ML features.
Tecton enables real-time streaming and complex data transformations for ML feature management.

Upsides

Partnership with Google Cloud enhances Tecton's feature store capabilities and enterprise reach.
$100M Series C funding boosts Tecton's growth and innovation potential.
Tecton's survey insights guide product development and marketing strategies.

Funding

Total raised$155.64 M
Latest valuation$500.00 M
StageSERIES_C
SERIES B
11/30/2020
$35
$175.00 M
$20
$100.00 M
$5
$25.00 M