Threat Hunting Tools

Review · Logged September 2026

Anvilogic review: detection engineering across SIEMs and data lakes

AI agents to onboard, search, detect and investigate across SIEMs and data lakes, with detection-as-code.

#37.30 / 10Best for multi-platform detection engineering

Editorial assessment · From vendor product pages, docs and announcements · Updated 2026-10-18

What does Anvilogic do?

Anvilogic says it 'runs AI automation across every SOC workload: onboard, search, detect, and investigate on top of the data and tools you already have.' It was founded in 2019, and version 8.0 of the platform is generally available.

The work is split across agents. Onboard agents parse, normalize and map new data sources. Search agents run 'one query across Splunk, Snowflake, Sentinel, S3, and more, without moving the data.' Detect agents go 'from threat intel to validated, deployed detection logic on every connected platform.' Investigate agents handle triage, enrichment and severity scoring before an analyst opens the case. Blueprints chain agents into step-by-step workflows.

On detection engineering it publishes: 'Thousands of MITRE-mapped detections', 'coverage scoring vs MITRE ATT&CK' and 'Detection-as-Code with version control'. It can run on top of an existing storage layer, standalone, or in combination.

Key facts

Key facts about Anvilogic
CategoryDetection engineering platform
Hunting approachSearch and Detect agents from threat intelligence; no separate continuous hunting workflow described on the pages reviewed
Data accessQueries across platforms without moving data; runs on top of the storage layer
Platforms named publiclySIEMs Splunk, Microsoft Sentinel, CrowdStrike NG-SIEM, Elastic; data lakes Snowflake, Databricks, Azure Data Explorer, Azure Log Analytics, Microsoft Fabric, Amazon Security Lake; storage Amazon S3, Azure Blob Storage, Google Cloud Storage
ATT&CK claimThousands of MITRE-mapped detections; coverage scoring against ATT&CK
Detection workflowDetection-as-code with version control; tuning agents
DeploymentAugment, standalone or both
PricingNo license price published; public calculator estimates data-lake costs and excludes Anvilogic licensing
CompanyFounded 2019; Anvilogic 8.0 generally available

Source: anvilogic.com · anvilogic.com/platform · anvilogic.com/calculator · Reviewed Sep 2026

How does Anvilogic score?

7.30 / 10

Hunt automation

25%6 / 10

Search and Detect agents turn intelligence into detections; the pages we reviewed do not describe a separate continuous hunting workflow.

Works across existing SIEM and data lakes

20%9 / 10

The broadest named list: four SIEMs, six data lakes and three object stores, searched without moving the data.

Joint highest in field

Analyst effort saved

15%8 / 10

Investigate agents triage and enrich before an analyst opens the case; the vendor states under 2 minutes per alert.

ATT&CK coverage evidence

10%9 / 10

Thousands of MITRE-mapped detections plus coverage scoring against ATT&CK.

Detection-as-code workflow

10%9 / 10

Detection-as-code with version control is stated on the platform page.

Highest in field

Deployment

10%7 / 10

Runs on top of the storage layer as augment, standalone or both; no published deployment timeline.

Pricing transparency

10%3 / 10

No license price; a public calculator estimates data-lake costs only.

Highest in field

Where Anvilogic scores lower

  • Hunt automation (6 of 10): the pages we reviewed describe search, detection and investigation agents, not continuous hunts that run on their own. Mars and Nebulock score 9.
  • Deployment (7 of 10): flexible deployment models, but no published time to first value.
  • Pricing transparency (3 of 10): the calculator helps estimate data costs, but there is no license price.

What does Anvilogic publish about ATT&CK coverage?

Anvilogic states 'Thousands of MITRE-mapped detections' and coverage scoring against ATT&CK, but its public pages do not break coverage down by tactic.

Who should shortlist Anvilogic?

Good fit if

  • Detection engineering across several SIEMs and data lakes is the main job.
  • You want coverage scoring and a large mapped detection library.
  • Your team already works in a detection-as-code style.

Look elsewhere if

  • You want hunts to run continuously without an analyst starting them (Mars, Nebulock).

How does Anvilogic compare?

Frequently asked questions

Which platforms does Anvilogic work with?
Its site names Splunk, Microsoft Sentinel, CrowdStrike NG-SIEM and Elastic, the data lakes Snowflake, Databricks, Azure Data Explorer, Azure Log Analytics, Microsoft Fabric and Amazon Security Lake, and the object stores Amazon S3, Azure Blob Storage and Google Cloud Storage.
Does Anvilogic support detection-as-code?
Yes. Its platform page lists "Detection-as-Code with version control".
Does Anvilogic publish pricing?
No license price. A public calculator estimates data-lake costs and states that it does not include Anvilogic licensing.

Visit anvilogic.com