Make the attacker’s business model obsolete.

We’re on a mission to give defenders an unfair advantage.

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How?

Single Platform

A system that watches every surface, knows what's actually exploitable, and fixes it, without waiting on a human to file the ticket.

One platform, every surface.

Built for Resolution

Agents discover the surface, validate what's real, and close the exposure instead of adding to the backlog.

Fixes, not findings.

Founded on Science

Built on AI excellence from the start, by the scientists who literally wrote the book on AI security.

Science over vibes.

Our vision: Security at machine speed, governed by humans

Security’s agents find, triage, and verify. Engineering’s agents fix. The contract carries guidance out and verified fixes back.

Security OrganizationFINDS · TRIAGES · VERIFIESwith AI agents, continuouslyRisk signalsBusiness signalsPeople signalsFINDCONTEXT GRAPHTRIAGEDEEP AGENTSCISO-org staffconfirm outgoing tickets& fix criteriaVERIFYre-observed, from outsideORGANIZATIONAL BOUNDARYTHE AGENT-TO-AGENTCONTRACT1. Security agentsguide remediation2. Engineering agentsrequest fix verification3. Security agentsapprove fixesIT & Eng OrgsFIXES WHAT’S FOUNDwith their own agentsFIXIT & ENGORG AGENTSIT/eng-org staffconfirm code &config changesattempt n, n+1, …THE ENTERPRISEconfig · code · infra · identityTHE AUTONOMY DIALTODAYNEXT FEW YEARSevery action approved by a personagents act; evidence audits

For a decade this was the whiteboard fantasy. Now, it’s running in production.

  • A swarm of agents finds and proves every risk across your business.
  • One manager agent owns all of it as the single system of record for your posture.
  • Security agents talk agent-to-agent with the agents IT and engineering already run.
  • Agents drive each fix and decide for themselves when a risk is truly closed.

It’s not a better version of an old category. It’s the operating model your CISO org moves to once security is AI-native.

“We currently use a dozen tools that yield vulnerability data, with no unified remediation layer across them.”CISO, Global Security Company

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The multi-surface exposure ops platform built for remediation.

One secure-by-design platform that proves what’s real, finds who owns it, and drives the fix to done.

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Continuous loop

Discover

A nightly sweep maps everything an attacker can see, surfacing exposures and building a world map of your assets and their security posture.

Passive recon plus scoped scans build the exposure graph and flag drift, the new and stale assets that appear between runs.

It runs continuously, with no schedule to babysit.

Fully automated across all your surfaces.

“We have lots of discovery tools. The rubber hits the road when it comes time to actually go fix the thing.”Deputy CISO, Global Healthcare Company

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Abundant Security Labs

Founded on AI scientific rigor from the start, not a bolt-on.

We’re operators and researchers who’ve been in your shoes the last 20+ years, building security AI at scale.

Learn more about the engine that powers Abundant Security.

Abundant bee, half circuitry and half wildflowers

“It’s not automated finding, it’s automated fixing.”CISO, Global Security Company