What Datomize Ltd. does

Datomize Ltd. is a privately held, Tel Aviv-based technology company founded in 2020 whose stated mission is to dramatically improve machine learning model performance. The company positions itself firmly within the AI/ML infrastructure category, with a CTO co-founder (Sigal Shaked) alongside CEO co-founder Avi Weiss, suggesting a technically anchored founding team. Its organizational footprint sits in the 11-50 employee band as of the latest available data, with a Customer Success and DevOps function led by William Mischel, indicating the company has matured beyond pure R&D into go-to-market readiness.

Datomize raised a single disclosed funding round of $6,000,000 in January 2021, led by TPY Capital with participation from F2 Venture Capital. No subsequent financing events, customer logos, product launches, partnerships, patents, or pricing model disclosures are present in the available source material. Consequently, the underlying mechanism by which Datomize improves model performance, its customer segments, go-to-market channels, and revenue mechanics cannot be characterized from the input data. The company remains an early-stage, Israel-rooted AI/ML venture with single-round venture backing and limited public operational footprint.

Based on the data available, Datomize operates in the AI/ML tooling or infrastructure layer of the enterprise software market, serving organizations that seek to enhance ML model outcomes. The absence of disclosed revenue, customer references, or product-specific signals means any further characterization of the business model is speculative and is not asserted here.

Name

Datomize Ltd.

Website

https://datomize.com

Company type

Private

Founded year

2020

Headcount range

11–50 employees

Short description

Datomize Ltd. is a Tel Aviv, Israel-based private machine learning company founded in 2020 focused on dramatically improving ML model performance. It employs 11-50 staff and was co-founded by CEO Avi Weiss and CTO Sigal Shaked.

Ownership category

akta.pro rank

Product category

Machine Learning Operations (MLOps) Software

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512)

SIC

Services-Computer Processing & Data Preparation (7374), Services-Computer Programming Services (7371)

akta.pro primary industry

End-to-End MLOps & ML Platform Suites (HDAAABAA)

akta.pro secondary industries

Model Testing, Validation & Quality Assurance (HDAAABAH), AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

Keywords

• Machine learning software
• ML model performance
• MLOps platform
• Model optimization tools
• AI data platform

Headquarters

HQ city

Tel Aviv

HQ country

Israel

HQ region

Middle East

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure

Core offering

Datomize Ltd. provides a machine learning software platform that dramatically improves ML model performance for enterprise customers. The company develops and sells tools that enable data science and ML engineering teams to enhance the accuracy, effectiveness, and operational outcomes of their machine learning models.

Differentiator

Problem solved

Functional benefit

Products and services

• Datomize ML Model Performance Platform Software platform that dramatically improves machine learning model performance for enterprise data science and ML engineering teams, enhancing model accuracy and operational effectiveness.

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Recent moves3 records

Expansion highlights3 records

Direct peers

• Mostly AI: Mostly AI is a Vienna-based synthetic data platform for enterprise ML and analytics, directly competing with Datomize in generating privacy-safe synthetic tabular data to train and validate models.
• Gretel.ai: Gretel provides a synthetic data and labeling platform for developers, comparable to Datomize in targeting ML teams that need safe, scalable training data for model performance.
• Tonic.ai: Tonic.ai offers data masking and synthetic data generation for development and testing environments, overlapping with Datomize's synthetic data mission and ML-adjacent customer base.
• Hazy: Hazy is a synthetic data startup focused on financial services, competing head-to-head with Datomize for enterprises seeking privacy-preserving synthetic tabular data for ML.
• YData: YData provides a data-centric AI platform combining synthetic data generation, data quality, and profiling, closely aligned with Datomize's positioning around improving ML model performance through better data.

Emerging players

• Datagen: Datagen focuses on synthetic visual data for computer vision rather than the broader tabular/ML performance use case Datomize targets, but overlaps as an emerging synthetic data vendor for ML teams.
• Synthesis AI: Synthesis AI generates synthetic image and video data for vision model training, a partial-overlap emerging player in synthetic data for ML adjacent to Datomize's product surface.

Broad incumbents

• AWS SageMaker: AWS SageMaker is a broad MLOps platform from a hyperscaler that increasingly bundles data preparation and augmentation features, making it an incumbent alternative Datomize must displace in enterprise deals.
• Google Cloud Vertex AI: Vertex AI is Google's end-to-end ML platform offering data preparation, training, and MLOps; a broad incumbent whose built-in tooling competes with standalone vendors like Datomize.
• Azure Machine Learning: Azure Machine Learning is Microsoft's enterprise MLOps suite that includes synthetic data and data labeling features, representing a broad incumbent that bundles capabilities Datomize sells standalone.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat2 records

Key risks4 records

Key highlights5 records

Customer concentration

• Xx.com/Datomize1

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Datomize Ltd.