Context infrastructure for agentic analytics

A learned semantic layer, curated by your experts

Agents do the heavy lifting, your experts curate semantic objects. Embed to every agent, dashboard, and ML model through an API running entirely inside your own cloud.

Agents
Dashboards
ML

↑  API contract  ↑

AnswerLayer

In sync

Warehouse
Data Lake
API Source

Industry Standard Semantic Objects

A semantic layer is one trusted, governed place that defines what every business concept means and how it maps to the underlying data. These six primitives are the whole model.

01

Entities

The nouns of your business: customers, orders, accounts.

02

Relationships

How entities join, defined once and reused.

03

Dimensions

The ways you slice: region, plan, channel.

04

Measures

Raw aggregations: sum of amount, count of orders.

05

Metrics

Governed business numbers: net revenue, active users.

06

Filters

Shared definitions of "active," "paid," "churned."

Embed

Better products, built on shared semantics

AnswerLayer is context infrastructure, not a chatbot. The same governed semantic layer powers agents, embedded analytics, and ML features through one API, so every product you ship speaks the same trusted definitions instead of reinventing them in SQL.

Agents

Ground agents in governed metrics and relationships, not raw tables they have to guess at.

Embedded analytics

Ship dashboards and reports on definitions that already match how the business thinks.

ML features

Reuse the same measures and entities as model features, consistent across every model.

It runs in your cloud

Bring Your Own Cloud. The full stack deploys inside your own account. No third-party SaaS upload. Data never leaves.

Your cloud account
Full AnswerLayer stack, installed here

All resources provisioned and managed within your account.

Data sovereignty

Data stays in your jurisdiction and your accounts.

Privacy & protection

No third-party SaaS upload. This is often a hard requirement.

No tradeoff

Modern AI analytics and governance, together.

Start building your semantic factory

npm install -g @answerlayer/cli