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empirik

empirik builds an AI agent that predicts the impact of infrastructure changes before they are deployed.

San Francisco, CA, US🇺🇸
Founded
2023
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Contents

  1. 01Competitive Strengths
  2. 02Market Outlook
  3. 03Products & Services
  1. 01Competitive Strengths
  2. 02Market Outlook
  3. 03Products & Services

Competitive Advantages

empirik treats the change as the unit of analysis rather than the incident, so it can act before a deployment lands instead of investigating after an outage. Its lead investor describes the product as complementary to AI site-reliability platforms such as Resolve and Traversal rather than a direct substitute.

Three years of development inside Sequoia Capital gave the team a large enterprise IT environment to build against, and the company entered the market with named production customers including S&P Global and Guardant Health.

Source: techcrunch.com

Market Outlook

AI-assisted software development raises the rate of infrastructure change, widening the gap between what teams ship and what they can reason about before it reaches production. That gap is the demand this category addresses.

Established observability vendors already own the telemetry and the buyer relationship, so empirik's position depends on proving that change-time prevention is a separate purchase from incident-time investigation.

Source: techcrunch.com

Product Overview

empirik reads engineer intent at the source of an infrastructure change and evaluates it against a live graph of the customer's environment covering cloud accounts, on-premises systems, Kubernetes, virtual machines, identity, CI/CD, and SaaS.

The agent returns the blast radius of that change, naming affected services, owners, and risk, and operates inside governed approval workflows that can permit, guardrail, or escalate it. The product ships as a hosted service or as an installation inside the customer's virtual private cloud.

Source: empirik.ai