DefendLab

Application-security company selling an AI product-security engineer that analyses code across repositories, reaches findings by consensus between several models, and validates exploitability at runtime, for GitHub and GitLab teams.

StageUndisclosed

Founded—

HeadquartersSan Francisco, USA

StatusPrivate

defendlab.com

Product

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

DefendLab AI agent Sold on its own

AI product-security engineer that scans connected GitHub and GitLab repositories with several models that reach consensus, pulls context across repositories to find business-logic flaws such as IDOR and authentication bypass, validates exploitability at runtime (Enterprise) and proposes remediation; Starter and Growth monthly plans are published and Enterprise is quoted.

Similar products 66

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

All 66Shared product type 40Same company status 37

Veria LabsUndisclosedDefendLab and Veria do comparable work on code review and threat detection and response; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare O

OpenHackUndisclosedDefendLab and OpenHack do comparable work on code review and threat detection and response; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare S

SonarLate-stageDefendLab and SonarQube Hunter Agent both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare T

TolmoUndisclosedDefendLab and Tolmo Pentesting Agent both list threat detection and response; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare R

RoomoteUndisclosedDefendLab and Roomote both list code review; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare G

GitarAcquiredDefendLab and Gitar both list code review; DefendLab's scale not recorded; Gitar is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompare A

AntigenUndisclosedDefendLab and Antigen both list threat detection and response; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare E

ExpelUndisclosedDefendLab and Ruxie AI both list threat detection and response; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare KC

Kilo CodeAcquiredDefendLab and Security Agent both list code review; DefendLab's scale not recorded; Kilo Code is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompare AS

Abnormal SecurityLate-stageDefendLab and Account Takeover Protection both list threat detection and response; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare AW

Arctic WolfUndisclosedDefendLab and Aurora Agentic SOC both list threat detection and response; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare C

CloudPeekUndisclosedDefendLab and CloudPeek Platform both list threat detection and response; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare RC

Red CanaryAcquiredDefendLab and Zscaler MDR AI Agents both list threat detection and response; DefendLab's scale not recorded; Red Canary is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompare S

SentinelOnePublicDefendLab and Purple AI both list threat detection and response; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare PA

Palo Alto NetworksPublicDefendLab and Cortex Agentic Assistant both list threat detection and response; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare AC

Augment CodeLate-stageDefendLab and Cosmos both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare T

TorqLate-stageDefendLab and Torq Auto Triage both list threat detection and response; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare CP

Check Point Software TechnologiesPublicDefendLab and Agentic Exposure Validation both list threat detection and response; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare F

FactoryLate-stageDefendLab and Factory Droids both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare C

CognitionLate-stageDefendLab and Devin both list code review; DefendLab's scale not recorded.2 of 2 capabilitiesShared product typeCompare G

GitLabPublicDefendLab and GitLab Duo with Amazon Q both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare C

CodeRabbitLate-stageDefendLab and CodeRabbit both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare A

AtlassianPublicDefendLab and Rovo Dev both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare G

GreptileUndisclosedDefendLab and Greptile Security Check both list code review; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompare AH

All Hands AIEarly-stageDefendLab and OpenHands both list code review; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare AF

Amp Frontier CorporationUndisclosedDefendLab and Amp both list code review; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare VA

Vectra AILate-stageDefendLab and Cloud Detection and Response for Microsoft 365 both list threat detection and response; DefendLab's scale not recorded; ships application and platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare A

AucertUndisclosedDefendLab and Aucert both list code review; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompare Q

QodoLate-stageDefendLab and Qodo Rules both list code review; scale not recorded for either; ships application and developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompare H

HuntressUndisclosedDefendLab and Huntress Platform (Athena Engine) both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompare H

HiddenLayerEarly-stageDefendLab and HiddenLayer AI Security Platform both list threat detection and response; scale not recorded for either; ships application and platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare C

CrowdStrikePublicDefendLab and Falcon Adversary Intelligence both list threat detection and response; DefendLab's scale not recorded; ships agent platform, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare L

LitmusUndisclosedDefendLab and Litmus both list code review; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompare D

DarktraceLate-stageDefendLab and Darktrace ActiveAI Security Platform both list threat detection and response; DefendLab's scale not recorded; ships application and platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare M

MicrosoftPublicDefendLab and Security Alert Triage Agent both list threat detection and response; DefendLab's scale not recorded.2 of 2 capabilitiesShared product typeCompare Z

ZscalerPublicDefendLab and AI Endpoint Security both list threat detection and response; DefendLab's scale not recorded; ships API service, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare D

DoppelLate-stageDefendLab and Doppel Phishing Triage both list threat detection and response; DefendLab's scale not recorded; ships application and platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare C

CursorAcquiredDefendLab and Bugbot both list code review; DefendLab's scale not recorded; Cursor is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompare G

GraphideUndisclosedDefendLab and Graphide both list code review; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompare W

WizAcquiredDefendLab and Wiz AI-SPM both list threat detection and response; DefendLab's scale not recorded; Wiz is acquired, with no independent scale; ships platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare I

IBMPublicDefendLab and IBM Trusteer Pinpoint Detect both list threat detection and response; DefendLab's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare S

ShopifyPublicDefendLab and Shopify AI Toolkit both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare V

VercelLate-stageDefendLab and Vercel BotID both list threat detection and response; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare O

OpenAILate-stageDefendLab and Codex Security both list threat detection and response; DefendLab's scale not recorded.2 of 2 capabilitiesShared product typeCompare J

JetBrainsUndisclosedDefendLab and JetBrains AI both list code review; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare MF

Mind FoundryEarly-stageDefendLab and Nightingale both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompare A

AmazonPublicDefendLab and AWS Continuum both list threat detection and response; DefendLab's scale not recorded.2 of 2 capabilitiesShared product typeCompare A

AccenturePublicDefendLab and Cyber.AI both list threat detection and response; DefendLab's scale not recorded; ships agent platform, application and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare F

FreshworksPublicDefendLab and Freddy AI Copilot for Developers both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare Y

YandexPublicDefendLab and SourceCraft Code Assistant both list code review; DefendLab's scale not recorded; ships API service, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare H

HarnessLate-stageDefendLab and Security Testing Agent both list threat detection and response; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare N

NiCEPublicDefendLab and Xceed AI FRAML both list threat detection and response; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare D

DatadogPublicDefendLab and Bits Threat Hunting both list threat detection and response; DefendLab's scale not recorded.2 of 2 capabilitiesShared product typeCompare A

AnthropicLate-stageDefendLab and Claude Code both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare F

FortinetPublicDefendLab and FortiGuard AI-Powered Security Services both list threat detection and response; DefendLab's scale not recorded; ships agent platform, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare MP

Meta PlatformsPublicDefendLab and Muse Code both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare D

DelineaUndisclosedDefendLab and Identity Threat Protection both list threat detection and response; scale not recorded for either; ships application and platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare A

AlibabaPublicDefendLab and Qwen Code both list code review; DefendLab's scale not recorded.1 of 2 capabilitiesShared product typeCompare A

Alphabet (Google)PublicDefendLab and CodeMender both list code review; DefendLab's scale not recorded.2 of 2 capabilitiesShared product typeCompare RA

Resemble AIEarly-stageDefendLab and Resemble Identity both list threat detection and response; scale not recorded for either; ships API service and application rather than the same layer.1 of 2 capabilitiesDifferent layerCompare E

ElasticPublicDefendLab and Attack Discovery both list threat detection and response; DefendLab's scale not recorded; ships agent platform, application and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare J

JFrogPublicDefendLab and JFrog MCP Registry both list threat detection and response; scale not recorded for either; ships developer tool, infrastructure service and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare I

ImbueLate-stageDefendLab and Vet both list code review; scale not recorded for either; ships application and developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompare S

SplunkAcquiredDefendLab and Splunk AI Assistant in Security both list threat detection and response; DefendLab's scale not recorded; Splunk is acquired, with no independent scale; ships agent platform, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompare P

ProlificUndisclosedDefendLab and Protocol both list threat detection and response; scale not recorded for either; ships data service and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompare H

HoneywellPublicDefendLab and Honeywell Cyber Proactive Defense both list threat detection and response; scale not recorded for either; ships application and platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompare

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Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.