Data & Analytics

AI that works on structured data: SQL generation, BI augmentation, anomaly detection, data pipeline automation, and natural language querying of databases.

6 tools selected.

Coalesce is a data operations platform built by Coalesce Automation, Inc. It combines data transformation, cataloging, and quality monitoring into one system. The platform runs natively inside cloud data environments such as Snowflake, Databricks, Google BigQuery, and Microsoft Fabric. The tool targets the fragmentation common in modern data stacks. Teams often stitch together separate tools […]

Soda is an AI-powered data quality and observability platform built by Soda Data Inc. It detects, explains, and helps resolve data quality issues before they reach downstream systems. The platform targets missing, duplicated, or invalid records that degrade analytics and machine learning models. Engineers can run Soda as code through CLI and Git, while business […]

Anomalo is a data quality monitoring platform built for enterprise data teams. It uses an “Agentic Suite” of AI agents and a proprietary profiling engine to detect anomalies and inconsistencies across structured and unstructured datasets. Users do not need to write SQL or configure manual rules to run monitoring. The platform addresses the problem of […]

Hex

Hex

Hex is a collaborative data workspace made by Hex Technologies Inc, founded in 2019. It combines SQL, Python, and no-code cells inside notebooks, alongside business intelligence style reporting, in a single browser-based product. The platform is organized around several modules. Notebooks handle interactive analysis, a BI layer supports dashboards and data apps, Context Studio manages […]

Wren AI is an open-source business intelligence assistant that converts natural language questions into SQL queries. It is built for data teams and non-technical stakeholders who need database access without writing code. The project is maintained by Wren AI Inc. and hosted at getwren.ai. The tool addresses a core problem with standard text-to-SQL engines: inaccurate […]

Defog.ai is an enterprise text-to-SQL platform that converts plain English questions into optimized database queries. It connects to Postgres, Snowflake, SQL Server, and MySQL. Non-technical users can retrieve structured data without writing SQL or waiting for analyst support. The platform is powered by SQLCoder, Defog’s fine-tuned open-source model. SQLCoder has surpassed 2.2 million total downloads […]