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The Atlas product

One operating system for the questions that run your business.

Atlas unifies governed data, autonomous analysis, deterministic verification, and decision-ready output in one inspectable system.

Walk through an analysisRead the technical overview
01

Ask Atlas

Turn a business question into a bounded, reviewable analysis plan before execution.

Governed plans, approval, budgets, and execution timelines
02

Analytics

Run descriptive, diagnostic, forecasting, experimentation, segmentation, and attribution methods.

Certified metrics and deterministic analytical verification
03

Autonomous agents

Coordinate specialized agents through typed task graphs with explicit limits and evidence requirements.

Budgets, tool policy, retries, cancellation, and durable state
04

Dashboards

See operating changes, anomalies, and recommended next decisions in one executive surface.

Real Atlas interface using the fictional Northstar demo organization
05

Forecasting

Produce bounded forecasts with assumptions, uncertainty, and source freshness attached.

Verified time-series methods and confidence-aware outputs
06

Experiments

Evaluate controlled changes with guardrails against invalid inference and ambiguous attribution.

Method eligibility checks and evidence-linked results
07

Marketing intelligence

Connect acquisition, pipeline, subscription, and product signals without hiding their definitions.

Multi-source analysis with provider status disclosed
08

Reports

Convert findings into decision briefs with limitations, recommendations, and citations.

Integrity-checked HTML, Markdown, JSON, CSV, and PDF artifacts
09

Evidence

Inspect the source, metric, query, freshness, and verification chain behind every conclusion.

Immutable evidence ledger and artifact digests
10

Data catalog

Discover assets, fields, freshness, lineage, semantic definitions, and certification state.

Tenant-isolated metadata, lineage, dbt, and semantic contracts
11

Connections

Use read-only connector boundaries with health, pagination, cancellation, and cost contracts.

PostgreSQL live validated; Snowflake and BigQuery driver-faithful
12

Enterprise governance

Apply identity, policy, audit, residency, encryption, and cost controls across every workflow.

Forced RLS, RBAC, OIDC/SCIM architecture, policy evaluation, and audit integrity

Ask Atlas

Start with the decision—not a dashboard filter.

Atlas turns a business question into resolved intent, governed metrics, an inspectable plan, bounded cost, and explicit approval before execution.

  • Ambiguity resolution
  • Certified metric selection
  • Cost estimate
  • Human approval
Atlas analysis screen showing quantified, confidence-rated findings and verified execution.
Actual Atlas UI · deterministic fictional organization

Analytics + agents

Specialized work, coordinated safely.

Planning, analysis, verification, and explanation agents operate through typed tasks and allowlisted tools. Deterministic methods remain the authority for analytical claims.

  • Durable task graphs
  • Tool and budget policy
  • Cancellation and retries
  • Evaluation suites
Atlas executive dashboard showing business metrics, a trend chart, and recommended decisions.
Actual Atlas UI · deterministic fictional organization

Evidence + reports

A conclusion is only useful if it survives review.

Every finding carries its source, definition, freshness, method, query lineage, confidence, limitations, and artifact digest into the final report.

  • Evidence ledger
  • Verification outcomes
  • Decision briefs
  • Integrity-checked exports
Atlas evidence ledger showing source, query, freshness, and verification details.
Actual Atlas UI · deterministic fictional organization

Catalog + governance

One control plane from source to answer.

Metadata, lineage, semantic definitions, identity, tenant policy, cost, audit, and residency travel through the same governed workflow.

  • Read-only connections
  • Semantic certification
  • Forced RLS
  • Immutable audit
Atlas connections screen showing read-only sources and health state.
Actual Atlas UI · deterministic fictional organization

Developer experience

Typed clients. Predictable failures. No hidden authority.

Python and TypeScript SDKs wrap versioned contracts, pagination, idempotency, bounded retries, error taxonomy, and request correlation.

Explore the SDK contract 
from atlas_ai import AtlasClient

atlas = AtlasClient(
    base_url=ATLAS_API_URL,
    token=ATLAS_ACCESS_TOKEN,
)

analysis = atlas.analyses.create(
    workspace_id=workspace_id,
    question="Why did recurring revenue fall?",
    idempotency_key=request_id,
)

print(analysis.status, analysis.trace_id)

A transparent evaluation path

Inspect the product before you trust the pitch.

The demo is immutable, fictional, and external-call free. It exposes the full journey, including limits, evidence, safe billing state, and administration.

Open the safe demo