Who it's for

Atlas serves the people accountable for KYB/AML decisions and the engineers who run the platform. Each persona has a different question; Atlas answers all of them from the same resolved graph.

MLRO / Head of Compliance

Question: "Can we defend every decision, and is our policy applied consistently?"

• Owns the risk matrices and the survivorship/policy posture.
• Relies on provenance and audit trails to satisfy regulators.
• Values the competitive advantage: defensible, reproducible answers.

KYB/AML Analyst

Question: "Who is really behind this company, and what's the risk?"

• Runs investigations and reviews reports in the Atlas Console.
• Resolves conflicts flagged for human judgement.
• Explores ownership graphs and lineage for EDD.

Onboarding Operations

Question: "How do we clear more cases without lowering the bar?"

• Cares about throughput: parallel modules, repeatable workflows, fewer false positives to triage.
• Benefits from resolution collapsing duplicate noise.

Compliance Engineer (Studio user)

Question: "How do I encode our policy and data sources into the platform?"

• Configures ontology field mappings, risk matrices and categories, data segments, and provider credentials in the Console's Studio.
• Uses the Extending Atlas guides to evolve policy without code changes where possible.

Platform Operator / Engineer

Question: "How do I deploy, scale, and keep this healthy — and evolve it?"

• Runs the stack (Operations), watches observability, onboards tenants.
• Evolves the system using the architecture and extension guides.

One graph, many questions

Persona	Primary surface	Primary doc
MLRO	Risk dashboards, audit trail	Outcomes
Analyst	Investigations, reports, graph	Use cases
Onboarding ops	Investigation throughput	Investigation story
Compliance engineer	Studio configuration	Extending Atlas
Operator	Deployment & ops	Operations