Monte Carlo is a renowned data reliability company, recognized for their Data Observability platform that guarantees accurate and reliable data for businesses. The company operates in an industry filled with robust participants, each providing unique solutions to aid businesses in leveraging their data for decision-making. Within this space, companies offer a variety of services from data health monitoring to data validation, providing a rich and competitive environment. This industry is experiencing constant growth, as businesses recognize the importance of data reliability in powering digital products and making informed decisions. The expanding demand has led to the rise of a multitude of competitors, each with their own compelling offerings.


Top 19 Monte Carlo competitors

1. FirstEigen

FirstEigen is an automated data monitoring and validation software company that specializes in providing data quality assurance solutions. Their flagship product, DataBuck, offers a unified observability platform for businesses to verify and validate large volumes of data with ease. By automating the data validation process, FirstEigen helps businesses reduce data maintenance work and costs while improving the accuracy and reliability of their data.


2. Soda

  • Website: soda.io
  • Headquarters: Brussels, Brussels, Belgium
  • Founded: 2018
  • Headcount: 11-50
  • Latest funding type: Series A
  • LinkedIn

Soda.io is a data engineering platform that helps businesses ensure the reliability and quality of their data. It offers a range of tools, including data health monitoring, data quality rules management, and data observability. Soda.io enables businesses to align their data expectations, resolve data incidents, and build a common understanding of their data reliability.


3. Kensu

  • Website: kensu.io
  • Headquarters: San Francisco Bay Area, California, Belgium
  • Founded: 2018
  • Headcount: 11-50
  • Latest funding type: Seed
  • LinkedIn

Kensu.io provides data observability solutions to help businesses monitor and troubleshoot data quality issues. Their agent-based deployment approach guides data teams to the best solution, instantly identifying root causes and impacted systems. With their industry-standard approach, Kensu is trusted by enterprises for real-time data monitoring and optimization.


4. InfuseAI

  • Website: infuseai.io
  • Headquarters: Taipei City, Taiwan, Taiwan
  • Founded: 2018
  • Headcount: 11-50
  • Latest funding type: Series A
  • LinkedIn

InfuseAI is an AI company that focuses on optimizing data workflows and ensuring data observability. They help data teams generate business value from their data, enabling them to learn more about their data, build trust, and maximize its value.


5. Sifflet

  • Website: siffletdata.com
  • Headquarters: Paris, Ile-De-France, France
  • Founded: 2021
  • Headcount: 11-50
  • Latest funding type: Seed
  • LinkedIn

Sifflet is a data catalog platform offering comprehensive guides and documentation for effective data management. It provides support and tools for setting up and running monitors, generating API tokens, and navigating through the interface. With Sifflet, users can easily organize and access data, ensuring efficient data workflows.


6. DQE, Data Quality Everywhere

  • Website: dqe.tech
  • Headquarters: Levallois-Perret, Île-De-France, France
  • Founded: 2008
  • Headcount: 11-50
  • LinkedIn

DQE.tech is a company specializing in Data Quality Management solutions. They offer a range of products and services that help businesses improve the quality and accuracy of their customer data. Their offerings include data deduplication, address validation, email and phone number verification, geocoding, and more. They have partnerships with leading software providers such as Adobe, Microsoft, and Salesforce, and serve various industries including retail, finance, industry, and services. DQE.tech helps businesses ensure data compliance, fraud prevention, and customer relationship management.


7. Akira AI

  • Website: akira.ai
  • Headquarters: Sunnyvale, California, United States
  • Founded: 2018
  • Headcount: 11-50
  • LinkedIn

Akira.ai is an AI-first enterprise platform that offers scalable solutions for building trustworthy, reliable, and accountable AI systems. They specialize in providing MLOps and ModelOps, AI at the Edge, and a Fast Data Platform for industries and businesses. Their goal is to reduce model failure risk and improve ROI by providing transparent, robust, trustworthy, and fair applications with responsible AI.


8. National Institute of Statistics and Geography of Mexico (INEGI)

  • Website: inegi.org.mx
  • Headquarters: Aguascalientes, Aguascalientes, Mexico
  • Founded: 1983
  • Headcount: 10001+
  • LinkedIn

INEGI (National Institute of Statistics and Geography) is an organization based in Mexico that provides comprehensive and reliable information on the country's demographic, economic, and social aspects. They offer data collection, analysis, and reporting services to government agencies, businesses, researchers, and the public.


9. 4DAlert

  • Website: 4dalert.com
  • Headquarters: Chicago, Illinois, United States
  • Founded: 2016
  • Headcount: 11-50
  • LinkedIn

4DAlert is an application that enhances data quality and builds trust in your data. It offers a sophisticated report analysis that sets it apart from other applications in the market.


10. Sumo Logic

  • Website: sumologic.com
  • Headquarters: Redwood City, California, United States
  • Founded: 2010
  • Headcount: 501-1000
  • Latest funding type: Acquired
  • LinkedIn

Sumo Logic is a cloud-native SaaS analytics platform that helps enterprises build, run, and secure modern applications and cloud infrastructures.


11. Exato Digital

Exato.digital is a company that specializes in data verification and fraud prevention. They provide solutions and services to help businesses mitigate the risk of fraud and ensure the accuracy and reliability of their data.


12. Merlin Data Quality

Merlin Data Quality offers solutions for data validation, normalization, and enrichment. They help businesses improve the reliability and accuracy of their data by eliminating redundancies and inconsistencies. With their services, companies can generate more effective and personalized actions for marketing, sales, and other purposes. Merlin operates in eight countries, providing the answer to all data quality needs.


13. AirSage

  • Website: airsage.com
  • Headquarters: Marietta, Georgia, United States
  • Founded: 2000
  • Headcount: 11-50
  • Latest funding type: Private Equity
  • LinkedIn

AirSage is a leading location intelligence company with patented technologies and 20 years of experience in the space. They offer powerful geospatial insights and data analytics to study visitation trends, audiences, travel behavior, and competition in the travel and tourism industry. Their tailored solutions provide unmatched data accuracy and reliability for transportation agencies, engineering firms, and mobility enterprises. AirSage's expertise in location data analytics uniquely customizes solutions to meet the pressing business needs of various industries.


14. iTribe Solutions

iTribe Solutions is a leading provider of B2B contact and email lists for various industries and regions. With over 8 years of experience, iTribe offers globally recognized and ethically sourced business information that can be used for sales, marketing, research, and purchasing.


15. Bracorp S.A.

BRACORP S.A. is a company that specializes in meteorological equipment. Their flagship product, Vantage Pro2, uses wide-spectrum radio interception to receive data from up to 300m away and combines sensors for rain, temperature, humidity, and wind speed in one package.


16. Acceldata

  • Website: acceldata.io
  • Headquarters: Campbell, California, United States
  • Founded: 2018
  • Headcount: 51-200
  • Latest funding type: Series C
  • LinkedIn

Acceldata is an Enterprise Data Observability Platform that offers data observability for the modern data stack. It provides data reliability for the enterprise by ensuring data quality and minimizing data outages. Acceldata maximizes the return on investment in Snowflake, Databricks, and the Hadoop ecosystems, and helps solve cost and resource overruns through operational visibility and proactive alerts.


17. MapleLabs

  • Website: maplelabs.com
  • Headquarters: Sunnyvale, California, United States
  • Founded: 2014
  • Headcount: 201-500
  • LinkedIn

MapleLabs is a company that provides big data telemetry and analysis solutions, workload profiling and sizing solutions, as well as performance management of workloads in Kubernetes and hybrid clouds.


18. Databand.ai

  • Website: databand.ai
  • Headquarters: New York, Tel Aviv, United States
  • Founded: 2018
  • Headcount: 11-50
  • Latest funding type: Acquired
  • LinkedIn

Databand.ai offers proactive data observability solutions for data engineering. Their platform detects high severity data reliability errors in critical pipelines and alerts impacted teams. With end-to-end observability, businesses can identify and resolve data anomalies and streamline data lineage. Databand.ai ensures the detection and resolution of bad data before it creates costly business impacts.


19. iDenfy

  • Website: idenfy.com
  • Headquarters: Kaunas, Kauno, Lithuania
  • Founded: 2017
  • Headcount: 11-50
  • Latest funding type: Non Equity Assistance
  • LinkedIn

iDenfy is a full-stack identity verification service that offers powerful and all-in-one solutions for fraud prevention and compliance. With their automated 4-step process, they provide reliable and quick verification, including face authentication, phone verification, AML screening, and more. Their platform utilizes machine learning and biometric algorithms to scan faces and verify ID photos automatically. Trusted by over 500 organizations, iDenfy ensures reliable user verification by checking international sanctions, governments, and politically exposed persons databases.


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