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About Covariance.ai
Industries
Data & Analytics
AI & Machine Learning
Company Size
1-10
Company Stage
N/A
Total Funding
N/A
Headquarters
Cambridge, Massachusetts
Founded
2020
Overview
Covariance.ai builds machine learning solutions using alternative data to help businesses gain insights from non-traditional sources. It collects diverse data like satellite imagery, web data, and sensor feeds, cleans and structures it, and runs ML models to generate actionable signals. The platform typically involves data ingestion, feature extraction, model training, and delivery of results through dashboards or APIs. It distinguishes itself by focusing on alternative datasets and providing scalable, governance-aware pipelines that emphasize data quality, provenance, and repeatable workflows. The company’s goal is to help customers make better decisions and unlock value from non-traditional information.
Simplify's Take
What believers are saying
- $11M funding from six investors in March 2026 enables expansion.
- Facteus partnership expands reach into institutional investor analytics.
- Founders' MIT PhD expertise drives predictive analytics growth.
What critics are saying
- Covariant.ai's $222M funding crushes Covariance in talent and R&D.
- Facteus terminates Covariance after building in-house ML within 12 months.
- Profitmind's $9M Series A erodes Covariance's retail KPI generation.
What makes Covariance.ai unique
- Covariance turns external data into KPIs using machine learning.
- Patent-pending data-efficient learning excels with limited ground truth.
- Stratum3 suite with Facteus targets hedge fund CPG analytics.
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Benefits
Health Insurance
Vision Insurance
Dental Insurance
401(k) Retirement Plan
401(k) Company Match
Unlimited Paid Time Off
Paid Holidays
Stock Options
Hybrid Work Options
Commuter Benefits
Company News
The AlleyWatch startup daily funding report: 3/9/2026. The latest venture capital, seed, pre-seed, and angel deals for NYC startups for 3/9/2026 featuring funding details for Covariance, TradeZing, and much more. This page will be updated throughout the day to reflect any new fundings. Covariance - $11M. MACHINE LEARNING Covariance, a machine learning platform turning external data into KPIs, has raised $11M in funding according to a recent SEC filing. The filing indicates that the round comes from six investors. Covariance was founded by Joshua Joseph, Matt Perlein, and Michael Fleder in 2020. REACH NYC TECH LEADERS AlleyWatch is NYC's leading source of tech and startup news, reaching the city's most active founders, investors, and tech leaders. Advertise today TradeZing - $800K. TradeZing, an AI-powered social investing platform, has raised $800K in funding according to a recent SEC filing. The filing does not include a total offering amount but does indicate that this close came from three investors. TradeZing was founded by Jordan Edelson in 2021. About alleywatch. Contact.
By combining our vast repository of CPG transaction data with Covariance's advanced machine learning capabilities, we are delivering a product that sets a new standard in the Alternative Data industry for hedge funds
Covariance.ai is Hiring for 6 Jobs on Simplify!
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About Covariance.ai
Industries
Data & Analytics
AI & Machine Learning
Company Size
1-10
Company Stage
N/A
Total Funding
N/A
Headquarters
Cambridge, Massachusetts
Founded
2020
Covariance.ai is Hiring for 6 Jobs on Simplify!
Find jobs on Simplify and start your career today