Make the attacker's business model obsolete.
We're on a mission to give defenders an unfair advantage.
How?
Single Platform
The cross-surface autonomous exposure discovery, validation and remediation layer.
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.
Secure your entire attack surface
with a single platform.
One login, all surfaces covered.
Your entire attack surface, one platform. Where incumbents stop at the ticket, Abundant proves what's real, finds the owner, and drives every exposure to a verified fix, across external, cloud, application, and supply chain. One login, all surfaces covered.
We currently use a dozen tools that yield vulnerability data, with no unified remediation layer across them- CISO, Global Security Company
The multi-surface exposure ops platform built for remediation.
Proves what's real, finds who owns it, and drives the fix to done.
Discover
Nightly sweep maps everything an attacker can see, surfacing exposures and populating a world map of your assets and their expressed security posture.
The sweep pipeline includes passive recon plus scoped scans to build the exposure graph and flag drift (new / stale assets).
Fully automated across all surfaces.
Investigate, Prove, De-Noise
An agent investigates each candidate exposure the way an analyst would.
Active probing: safe checks to reproduce the exposure and capture the output as evidence.
Root-cause clustering: siblings that share a cause are grouped; false positives are suppressed across runs.
Evidence before assertion: every claim carries a reproducible command + impact, scored for severity and blast radius.
Autonomous, evidence-gated.
Manage the fix, end to end
A persistent Remediation agent drafts the outreach and coaches the right person to a real fix.
A message, email or ticket is drafted for one-click approval.
The engineer uses an MCP tool or an agent-guided workflow link to guide the fix and answers questions. No need to log into any security platform.
Every outbound action is operator-approved; the agent does the legwork, people decide.
Automated legwork, human-approved.
Find Who Actually Owns It
The platform infers the author, detective work rule-based routing can't do.
An agent looks at the metadata and discoverable organizational context to deduce ownership. It reads cloud tags, infers code ownership, parses github, infers from Jira/Linear, and traces the product/engineering conversation in Slack/Teams. Then ranks a set of candidate owners by confidence + evidence.
Agent-inferred, human-confirmed.
Verify the exposure is truly closed
Re-running a scan only confirms a signature is gone. Abundant re-runs the original probes for real proof.
Closure re-probe: the exact checks that proved the exposure run again, bounded and read-only.
Before / after evidence: the issue closes as Fixed only when the proof holds; a regression reopens it.
Feeds the loop: verified outcomes and learnings flow back into discovery and memory.
Autonomous verification.
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
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 15+ years – building security AI at scale.
Books, Talks, Substack