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Anvilogic

AI-assisted SOC platform for detection engineering and threat hunting across multiple SIEM data sources.

4.2 Security & Compliance AI
4.2 Very good 4.2
Works across existing SIEM and data lake investments without forced migration Enterprise pricing (reportedly $65K-$159K/year) is out of reach for small teams
Reviewed by Challenging Voice Editorial · Updated Jul 2026 How we rate
PricingContact for Pricing
Free planNo
CompanyAnvilogic, Inc.
PlatformsAPI, Web
CategorySecurity & Compliance AI
Founded2019
Last reviewedJul 2026
Ask AI about Anvilogic ChatGPT Claude Perplexity

Overview

Anvilogic builds an AI-assisted security operations platform focused on detection engineering — writing, testing, and maintaining the detection rules that flag threats inside SIEM and data lake systems. Deb Banerjee and Karthik Kannan founded the Palo Alto company in 2019.

Rather than requiring a full migration to a new SIEM, Anvilogic sits across a customer's existing data platforms — Splunk, Microsoft Sentinel, and Snowflake among them — and applies detection-as-code workflows with AI-assisted triage to cut the manual work of building and tuning detections. The company states this multi-platform approach can cut SIEM licensing costs by up to 80% by shifting heavy data storage to cheaper lakes while keeping detection coverage intact.

Anvilogic is built for mature security operations teams and detection engineers at mid-size to large enterprises. Pricing is not public and reported enterprise deals range from roughly $65,000 to $159,000 per year depending on data volume; Snowflake Ventures is among its investors.

Key features

  • AI-assisted detection engineering
  • Multi-SIEM support across Splunk, Azure, and Snowflake
  • Detection-as-code workflow
  • Automated threat hunting and investigation
  • ROI calculator for SIEM cost comparison
  • Pre-built detection content library

Screenshots & demo

Pricing

Anvilogic uses custom pricing. Contact their team for a quote based on your needs.

  • Pricing modelContact for Pricing
  • Starting priceCustom
  • Free planNo
Visit Anvilogic

Pricing is provided as a guide. Check the official site for the latest plans.

Pros & cons

Pros

  • Works across existing SIEM and data lake investments without forced migration
  • Claims up to 80% lower SIEM licensing costs for applicable data
  • Backed by Snowflake Ventures among its investors
  • Detection-as-code approach appeals to engineering-minded security teams

Cons

  • Enterprise pricing (reportedly $65K-$159K/year) is out of reach for small teams
  • Requires an existing data lake or SIEM investment to get full value
  • Detection engineering know-how helps users get the most from it
  • Integration complexity can arise with legacy SIEM setups

How it compares

ToolRatingFreeFromBest known for
Anvilogic (this tool)4.2No—AI-assisted detection engineering
Abstract Security4.1No—Composable architecture letting teams swap detection, storage, or collection layers independently
Andesite AI4.1No—Automated alert investigation and enrichment
Simbian4.0No—AI SOC agent for alert triage and investigation

Alternatives to Anvilogic

4 tools matched to Anvilogic on what they do, their category and their price.

Frequently asked questions

What is Anvilogic?
Anvilogic builds an AI-assisted security operations platform focused on detection engineering — writing, testing, and maintaining the detection rules that flag threats inside SIEM and data lake systems.
Is Anvilogic free?
Anvilogic does not offer a free plan.
What are the best Anvilogic alternatives?
The closest matches in the directory are Abstract Security, Andesite AI, and Simbian, compared side by side above.

Reviews

4.2 Editorial rating No reviews yet

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