Recce was built to answer a specific problem: AI systems have more attack surfaces than any single security tool covers — and organisations are deploying them faster than they can instrument them.
Modern AI systems don't have a single attack surface — they have five. Recce was designed to cover all of them from a single, coherent platform.
Enterprises are deploying AI faster than they can secure it. Every model ingested, every document embedded, every prompt processed, and every agent invoked introduces a distinct security surface — none of which traditional tools were designed to address. The result is coverage gaps, policy inconsistency, and no meaningful audit trail across the AI estate.
Recce sits above the AI infrastructure layer — not inside any single model server or RAG framework. That means the same controls apply regardless of which model, vector database, or Kubernetes platform you run. One policy plane. One audit trail. Complete coverage across the full AI lifecycle, from intake to production runtime.
Recce organises AI security across four discrete bands: Band A (model supply chain), Band B (data ingestion), Band C (prompts, APIs and agents), and Band D (security telemetry). Each band targets a distinct attack surface with purpose-built controls that share a common policy engine and audit stream.
Recce is designed to integrate with the tools your SOC already uses — Splunk, Sentinel, QRadar, and ELK for telemetry; OPA for policy; Cosign for signing; NeMo Guardrails for runtime control. We extend your existing security posture to cover AI, rather than asking you to rebuild it around a new platform.
Five principles that define every control Recce ships.
Every control is expressed as a policy. Policies are versioned, auditable, and reviewable before they enforce.
Every allow and every block produces a structured event. Security without an audit trail isn't security.
We sit above the infrastructure — swap models, vector DBs, or Kubernetes distributions without losing controls.
Security must follow AI from intake to runtime. Addressing only one stage leaves the others unguarded.
Recce should reduce analyst toil — not add a new dashboard. Telemetry goes where your team already looks.
We'll walk through your AI architecture and show exactly where Recce controls apply — and where gaps remain.
One platform. Four bands. Every AI surface covered. Start with the area of highest risk for your team.