Know what a change will impact. Before it happens.
empirik AI agent captures the engineer's intent directly where a change originates, such as a pull request, change ticket or pipeline. The agent maps it across your live environment and shows its blast radius before it lands.
What empirik does.
The empirik AI agent understands engineer intent and live infrastructure to help teams before a change, after it lands, and when something goes wrong.
PREVENT + RESOLVE
Prevent and resolve incidents
See what a proposed change will impact before it lands, or replay changes to find the cause when something fails.
RETURNS
REVIEW
Blast Radius
Project PRs and change requests onto the actual environment before approval.
RETURNS
ASSURE
Continuous Production Assurance
Continuously reconcile intended, deployed, and runtime state across the full stack, tracing every divergence to its source and operational impact.
RETURNS
DETECT
Unauthorized changes
Catch anything that landed outside the approved path, and the identity that made it.
RETURNS
OPTIMIZE
Reduce waste
Find orphaned and idle infrastructure, identify the owner, and establish a safe path to removal.
RETURNS
DISCOVER
Map VM dependencies
See the processes, services, listeners and network paths behind every VM before a migration, change or incident.
RETURNS
From intent
to impact
to action.
Understands intent
From pull request, change ticket, IAC or engineer's question
Investigates impact
Calculate blast radius across Cloud, SaaS & on-prem
Returns evidence
Show what will be affected and why it matters
Acts safely
Within the approvals and guardrails you set, it executes the next action and verifies the result.
Certainty today. Autonomy underneath.
Answers for teams today. The same graph for autonomous infrastructure tomorrow.
Sequoia Capital
“empirik's compiled Graph provides us with visibility; We are able to identify IAC drifts and non-compliant resources within minutes and rectifying them. We have now expanded empirik to cover our Identity (Okta) and Data Warehouse (Snowflake) platforms.”
Cross-domain dependency visibility
Run into something we haven't named?
empirik is provider-agnostic. If a system declares infrastructure or records change, it can become part of the compiled graph.