Four convictions
The premises behind every line
of code we ship.
CONVICTION 01
Reachability is the only metric that matters.
CVSS, severity, EPSS, all proxies. The question is whether an attacker can actually traverse the graph from where they stand to what you care about. Everything else is theatre.
CONVICTION 02
Detection without response is just a notification system.
A SOC that surfaces signals is a 2015 product. A SOC that contains them, scoped, reversible, audited, is the only viable shape for the 2030s.
CONVICTION 03
Autonomy must be earned, daily, with evidence.
We do not believe in "trust the AI". We believe in scope contracts, rollback, and continuous proof-of-exploit. Autonomy is a setting on a dial, and the dial is yours.
CONVICTION 04
One graph, or no graph.
Federations of point tools cannot reason across trust boundaries. The unified knowledge graph is the substrate; everything else, exposure, validation, runtime, is a mode on top.
Roadmap
The order we believe
the world will need it in.
We publish horizons, not features. Customers vote with their deployments; we re-rank quarterly.
NOW
2026
Reachability-native exposure
Unified graph, reachability scoring, agentic remediation in supervised mode across the top 30 stacks.
NEXT
2026 H2
Continuous validation as default
Scope-contracted validation runs every deploy across staging and canary. Compliance-grade evidence pack ships GA.
AFTER
2027
Autonomous runtime, by tier
Per-asset autonomy dials in production. Reversible response by default; opt-in autonomous containment for tagged tiers.
HORIZON
2028+
Adversary co-evolution
Attack research lab and defensive fabric on the same graph, every offensive technique we discover becomes a detector and a validator within the same release.
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