The Best TextQL Alternatives in 2026

Teams can use Dot as an AI data analyst to ask questions, generate SQL and charts, and produce reports through Slack or Teams.

Zerve supports research and analytics workflows, with AI agents for data discovery, analysis, reports and production deployment.

Enables data-driven, interactive data analytics and collaborative documents.

Hex combines data notebooks, applications, and AI tools so teams can ask questions and build with organizational data.

Hex is an AI analytics platform for exploring and analyzing data through conversation grounded in governed context.

Apache Spark is a unified engine for large-scale data processing and analytics.

ADAM analyzes genomics data with specialized file formats built on Apache Spark, Avro, and Parquet.

Rivestack provides managed PostgreSQL with pgvector on NVMe for AI vector search.

Athina provides a collaborative development platform for building, testing, and monitoring AI features with a team.

Querri connects business data, cleans and analyzes it in plain language, and organizes results around questions and KPIs.

Supersimple answers questions across a data warehouse and company knowledge, with governed definitions and permission-aware search.

Scoop Analytics diagnoses business performance across locations and cycles using plain-language analysis of operational data.

ThoughtSpot provides analytics with AI agents and automated insights to help teams explore and act on business data.

Looker provides business intelligence, data exploration, and embedded analytics tools through Google Cloud.

VoiceSphere answers questions about documents including PDFs, Word and PowerPoint files, videos, and text.

Nomic Atlas organizes large datasets of text, PDFs, images, and embeddings for analytics and AI workflows.

Count presents a collaborative canvas for deep research and analytics, with a focus on showing the work behind each answer.

Sola Security provides a shared security context layer that helps teams and agents answer questions about their environment.

SurveySparrow runs surveys and forms, then uses AI follow-up questions to clarify customer feedback and surface answers.

Databar enriches company and contact records using more than 160 data providers in a workspace, API, and MCP service.

AltIndex gathers and analyzes company data from across the internet and presents investment signals and company information in a dashboard.

Arcwise analyzes metric changes and traces its explanations to business data and documentation for team review.

Adala automates data labeling through an autonomous agent framework for organizing labeled datasets.

HouseCanary provides property data, valuations, comparative market analyses, forecasts, and real estate analytics for U.S. properties.