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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

Bottom line: Anvilogic is a strong security & compliance ai tool, best known for AI-assisted detection engineering.

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
Best forSecurity & Compliance AI
Founded2019
Visits6
Last reviewedJul 2026
UpdatedJul 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)4.2NoAI-assisted detection engineering
Drata4.3No$7,500/moDeep automation and granular evidence control across frameworks
Abnormal AI4.4No$15/moBehavioral modeling detects deviations from an organization's normal patterns
Probo3.9YesFreeDedicated compliance officers manage the program end to end for managed customers

Our verdict

4.2 / 5 4.2

Anvilogic is a strong security & compliance ai tool, best known for AI-assisted detection engineering.

What makes it different: Anvilogic stands out for AI-assisted detection engineering.

How we score it
Overall 4.2
Value for money 4.2
Feature depth 4.9
Popularity 3.7
Best for ProfessionalsTeamsCreatorsCurious learners

Frequently asked questions

What is Anvilogic?
Anvilogic is a security & compliance ai tool listed in the Challenging Voice directory. AI-assisted SOC platform for detection engineering and threat hunting across multiple SIEM data sources.
Is Anvilogic free?
Anvilogic does not offer a free plan.
What are the best Anvilogic alternatives?
Popular alternatives to Anvilogic include PVML, Simbian, and Privacera. Browse them all in the Security & Compliance AI category.
Is Anvilogic any good?
Anvilogic scores 4.2 out of 5 based on our editorial review.

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