The Sovereign Ontology Behind the World's Most Complex Industries.

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[ customers ]

Pressure tested where regulation is toughest.

Read the case studies

Blackstone Billions of rows reasoned across by Ana

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[ case study ]Scale AI [ case study ]

Everything between your warehouse and the finished work.

TextQL maps your data, writes down what it means, answers on it, and then does the work.

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The TextQL Platform

Ana, the ontology she reasons over, and everything that runs on it. One system, bought once — not seven tools you integrate yourself.

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WORK Surfaces Data Apps

AGENT HARNESS Ana Agents

SEMANTIC LAYER Ontology

INFRA Sandcastles Security

ESTATE Data Connectors

[ time to impact ]

Accelerating time to impact in the world's most critical domains.

TextQL automates every step from intake to approval, so no patient waits on paperwork to start treatment.

HIPAAPHI boundaries42 CFR Part 2HL7 / FHIR

[ ana ]

Challenge Ana with your most complex data workloads.

SAP, Oracle, Teradata — forty years of tables, keys and codes no schema explains. Bring the query your team has been arguing about for a quarter, on the systems everything else skips, and watch where the answer comes from.

SAP 412 cols

Teradata 96 cols

Oracle 214 cols

ClickHouse 58 cols

Oracle Fusion 188 cols

Workday 77 cols

Coupa 61 cols

Salesforce 143 cols

Snowflake 284 cols

Databricks 61 cols

Redshift 119 cols

BigQuery 203 cols

SQL Server 332 cols

Postgres 48 cols

Power BI 512 measures

Tableau 341 measures

Ana

Ontology

Sandcastles

Data apps and dashboards

Built per question, not per quarter — and two of them cannot disagree.

Agents that do the work

They watch, decide, and write back into the source system. What used to be headcount.

Conversational analytics

Anyone can ask. Every answer arrives with the query underneath.

An ontology that improves itself. What one task learns, the next one inherits.

The ontology writes back what each task finds, instead of rediscovering your schema from scratch. Same agent, same questions: a third of the cost, and 35.7% more accurate.

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Less spent per task

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Fewer turns to an answer

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Fewer tokens, complex queries

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[ customer testimonials ]