Validated chain
External recon → web exploit → identity → cloud
Subdomain enumeration→SSRF on internal endpoint→IMDSv1 token theft→cross→account assume role→S3 read
Business impact
Cross-tenant data reach; PCI DSS scope expansion identified
How It Works
Recon. Exploit. Chain. Prove. Repeat.
A continuously running adversarial loop that mirrors how real attackers operate — production-safe, reproducible and tied to business impact.
- Reproducible artefacts on every finding
- Production-safe by default
- Continuous, not scheduled
- Closure verified by replay
LiveAutonomous Validation · Pipeline
ValidatedThe problem
Every traditional security workflow stops short of proof
Scanners enumerate. Manual pentests sample. Detection stacks observe. None of them prove: would this exploit actually chain into a path that reaches a critical asset, today, in your environment?
That gap — between observation and proof — is where attackers operate. Closing it requires running offensive operations the same way attackers do, but continuously and safely.
The KeenSafe approach
A continuous adversarial loop, executed by autonomous agents
KeenSafe orchestrates a five-stage loop — discover, simulate, escalate, chain, report — that runs without human scheduling. Agents reason about your topology, sequence ATT&CK techniques, attempt safe exploitation and stop only when they have proven (or disproven) a path to crown-jewel data.
Findings ship with full reproducibility: payloads, artefacts, screenshots, packets. Your team replays any path on demand.
Capabilities
What ships in this engagement
Continuous Discovery
External + internal + cloud + identity surface mapped continuously. New assets validated within minutes of appearing.
Autonomous Simulation
Each ATT&CK technique executed in production-safe mode — throttled, scope-bounded, fully reversible.
Privilege Escalation Reasoning
Agents reason about local-to-tier-0 paths the way an attacker would, not by checklist.
Multi-Stage Chaining
Findings only graduate to "validated risk" when they chain into a path that reaches business impact.
Evidence Capture
Every step ships with reproducible artefacts a developer or detection engineer can act on.
Closure Verification
After remediation, the same path is replayed automatically. Closure becomes provable, not asserted.
Attack path
How attackers actually move
A path validated by KeenSafe is not a finding from a single tool. It is a chain — each link tested independently, then composed end-to-end. That is the only definition of "real attack path" that holds up under regulatory or insurer scrutiny.
Validated chain
Phish → workstation → AD → ESC1 → DA
Conditional Access bypass→endpoint persistence→LSASS access→vulnerable cert template→Domain Admin
Business impact
Tier-0 reach proven; ransomware blast radius modelled
Outcomes
Measurable, evidence-backed
~9 min
Cycle time
Median end-to-end validation cycle from new asset to evidence captured.
24/7
Continuous coverage
No quarterly cadence; surface drift surfaces as risk in real time.
Reproducible
Every finding
Steps, payloads and artefacts attached to every validated path.
Production-safe
By default
Throttling, isolation and rules-of-engagement enforced at agent + orchestrator level.
For the board
A loop you can show the board
The five-stage loop is itself the executive narrative. Every quarter the board sees: how many new attack paths surfaced, which ones were validated as crown-jewel-reachable, how many were closed, mean remediation time, and what regulator-facing evidence is now in the vault.
No translation between technical activity and risk reduction. The loop produces both.
Technical validation
Five-stage adversarial loop
Each cycle executes the same disciplined sequence. Inputs from the previous cycle feed the next — closed paths verified, new exposures targeted, drift caught early.
- 0101 Discover — external, internal, cloud and identity surface enumeration with change detection
- 0202 Simulate — production-safe execution of ATT&CK techniques, scope-bounded
- 0303 Escalate — local → tier-1 → tier-0 reasoning per environment
- 0404 Chain — link findings into end-to-end paths only if they reach impact
- 0505 Report — reproducible evidence + executive + technical artefacts
Get Started
Watch the loop run against your environment
A 30-minute guided session walks you through one full cycle on a representative environment.