How does Strata prevent AI agents from returning incorrect numbers?

Strata refuses semantically invalid queries before execution, returning an explanation with valid alternatives instead of running queries that double-count. The validation loop that people use is the same mechanism agents use, where every step returns whether the partial query is valid, compatible next steps, and structured reasons for rejection.

Yes, 0sql is the open source semantic layer available under MIT license with no seats, no account required. It is the same planner that Strata runs on, and you can model your warehouse in YAML and run the server for free on your own machine.

Can agents inherit security policies from the semantic model?

Yes, because agents query through the same semantic layer as everyone else, they inherit the same row-level security, masking, and access rules automatically. An agent cannot read what its user could not, and you never maintain a second security model for the machines.

Who is Strata built for?

Strata is built for organizations that want to put deep data in non-technical hands, open data to AI agents safely, free engineers from the ticket queue, trust every number in their reports, need sub-second speed for users and agents, and want data delivered into tools users already use. It is not a query tool for SQL-fluent analysts.

Fact sheet · Business intelligence

Strata

High-performance, AI-safe self-service analytics with a governed semantic layer and beautiful dashboards

0 votes. Log in to vote for Strata in the file community vote²Follow the file. Log in to follow Strata's file Not yet verified by the maker

A semantic layer and self-service analytics platform that combines governance, performance, and AI-safety for business intelligence and agent-driven data

Overview

Screenshot of the Strata homepage — What strata.do looks like

Strata is a semantic layer and business intelligence platform that enables self-service analytics for non-technical users while maintaining data governance and correctness. It combines a governed semantic layer with beautiful-by-default dashboards and AI-native agent capabilities, allowing organizations to route queries through federated OLAP engines for sub-second performance.

The platform is designed to prevent common BI failures like silent double-counting through grain-safe blending and automatic cross-domain blending. It provides a unified interface where agents can be built the same way reports are built, with agents inheriting row-level security and staying scoped to governed measures and dimensions.

Strata supports five measure types, segments, and dynamic universes that open the whole model to both humans and AI agents. It includes features like row-level security, Google Sheets integration, subscriptions, and scheduled reports. The platform was born at Netflix and offers both hosted and self-hosted deployment options.

Feature facts

Beautiful-by-default dashboards with automatic layout and styling
Grain-safe automatic cross-domain blending that prevents double-counting
Federated smart OLAP routing for sub-second query response
Five measure types plus segments for flexible metrics
Agent builder with inherited row-level security
Row-level security and masking in the semantic model
Google Sheets add-on for data delivery
Scheduled reports and subscriptions
Semantic Layer as Code with YAML configuration
Dynamic Universes for open data model exploration

Pricing

Pricing model: Freemium

Free: 1 Developer, 25 Users, 2 data sources per project. Team: 3 Developers, 50 Users, unlimited data sources per project. Enterprise: Custom developers and users. Free plan includes email support (3-day response), Team adds 24-hour response aim, Enterprise includes custom support.

Follow the file. Log in to follow Strata's file

Follow Strata: their milestones, new launches and awards come to you by email, once a day by default.

Strata specifications

Specifications of Strata
Section	Business intelligence
Origin	Vienna, United States
Website	strata.do
Votes²	0

Strata metrics

Fact file for strata.do: Ahrefs Domain Rating and Majestic link facts, each with the change since the last fact check.
Metric	Value
Domain Rating	10 −1 (down) since last check
Trust Flow	6 no change since last check
Citation Flow	34 no change since last check
Referring domains	116 no change since last check
External backlinks	915 no change since last check

Fact: Ahrefs Domain Rating checked 12 Nov 2026, fact changed 2 Nov 2026. Fact: top topic Science/Biology (6). Fact: Majestic checked 25 Oct 2026, fact changed 25 Oct 2026. Link facts from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

Strata domain fact sheet

Open the fact sheet

Registration details are not available: the .do registry publishes no RDAP record.

Every domain fact for strata.do

Strata launch receipt sheet

What we have measured for Strata since it went live on SaaS Directory Info on 25 October 2026.

10 Domain Rating (Ahrefs) +2 (up) since launch
at launch: 8 (25 Oct 2026); latest: 11 Nov 2026
6 Trust Flow (Majestic)
first measured 25 Oct 2026
116 Referring domains (Majestic)
first measured 25 Oct 2026

Day 17 since launch. Next receipt: day 30, 24 Nov 2026. The figures report a change; they do not say what caused it, and many things can. No figure here is a guess.

Biggest gains on SaaS Directory Info

Got a launch coming up?

Step-by-step tips for before, during and after your launch, free to read on SaaS Directory Info.

Prepare
Launch day
Launch week
Next steps

Read the launch playbook

Compare and explore

Frequently looked up

Q1How does Strata prevent AI agents from returning incorrect numbers?: Strata refuses semantically invalid queries before execution, returning an explanation with valid alternatives instead of running queries that double-count. The validation loop that people use is the same mechanism agents use, where every step returns whether the partial query is valid, compatible next steps, and structured reasons for rejection.
Q2Is 0sql free?: Yes, 0sql is the open source semantic layer available under MIT license with no seats, no account required. It is the same planner that Strata runs on, and you can model your warehouse in YAML and run the server for free on your own machine.
Q3Can agents inherit security policies from the semantic model?: Yes, because agents query through the same semantic layer as everyone else, they inherit the same row-level security, masking, and access rules automatically. An agent cannot read what its user could not, and you never maintain a second security model for the machines.
Q4Who is Strata built for?: Strata is built for organizations that want to put deep data in non-technical hands, open data to AI agents safely, free engineers from the ticket queue, trust every number in their reports, need sub-second speed for users and agents, and want data delivered into tools users already use. It is not a query tool for SQL-fluent analysts.

Leave a review for Strata

Review count for Strata: none yet. Add the first.

Fact: reviews are free and cannot be bought. All reviews, in brief

Reviews and facts · Fact updates · Share these facts · Your SaaS? Claim this fact file · Report a wrong fact

Product	Origin	DR¹	Votes²
GenayaBusiness operations software with AI built in, unifying customer engagement, scheduling, billing, payments, analytics, and AI in one platform	not stated	19	0 votes. Log in to vote for Genaya in the file
TargetDossierCompany intelligence on public companies with every fact cited	not stated	0	0 votes. Log in to vote for TargetDossier in the file
TradeInt™AI-powered global trade data intelligence platform for import-export businesses	Singapore	40	0 votes. Log in to vote for TradeInt™ in the file
ROIpadCompetitive positioning intelligence for B2B SaaS founders	Nigeria	31	0 votes. Log in to vote for ROIpad in the file