SCAN0

The Agentic Awareness Layer for Enterprise AI.

Know what every AI agent is doing — and whether it's behaving as intended. Scan0 captures, understands, and evaluates enterprise AI continuously — across every endpoint and cloud environment.

Sovereign · Continuous · Extensible
SCAN0 AGENTS MODELS MCP TOOLS
The Business Reality

Enterprise AI now acts on your behalf.
No system understands what it's doing.

AI executes decisions, not code — retrieving data, invoking tools, delegating authority, remembering context, and acting across sessions. Distributed, autonomous, stateful, fragmented.

Enterprise AI
Coding agents
SaaS copilots
Custom agents
MCP servers
LLM traffic
Agent memory
Tool calls
Delegation chains
Each existing layer answers a different question well
Identity
Who is acting?
Observability
What happened?
Governance
What should happen?
None of them explain
👉 Why did the AI behave this way?
👉 Should this behaviour have happened at all?
And every existing tool collects fragments — never the whole surface
SDK
Traces only what the developer wrapped. Blind to MCP subprocesses, off-path LLM calls, and tools invoked outside instrumented paths.
OpenTelemetry
Spans only fire when both agents were instrumented cooperatively. Blind to in-process asyncio delegation, cross-process handoffs, and agents that never adopted the SDK.
AI Gateway
Sees routed traffic. Blind to agent memory, local MCP subprocess, and off-path calls.
SIEM
Records logs. Doesn't reconstruct the reasoning behind them — delegation trails, memory reads, tool-call cascades.
Each fragment is useful. None answers Why. None answers Should it have.
The Diagnosis

What's missing is a continuous operating layer that captures every action at ground truth, understands what happened across sessions and agents, and evaluates whether it should have happened at all — for every agent, every session, every action, every decision.

Not another SDK to instrument. Not another gateway to route through. A layer that observes what's already happening.

Scan0 introduces the Agentic Awareness Layer.
The Proof
Replit's coding agent is the shape of what's coming.

A user told the agent explicitly: code freeze — do not push to production. The agent acknowledged. Then it kept committing anyway. 1,206 executive records deleted. 4,000 fabricated user records inserted. Every permission check passed. Every API call was authorised. Identity confirmed the credentials. Observability logged the actions. Governance had no policy against the specific writes.

No layer asked: the agent said it understood the freeze — why did its behaviour diverge from its own stated intent?

Agentic Awareness

The Agentic Awareness Layer for enterprise AI.

Continuously captures, understands, and evaluates every agent, every session, every action, every decision.

Capture · Understand · Evaluate

Missing any of the three means no answer to Why — or Should it have. Scan0 is the only Agentic Awareness Layer that delivers all three continuously.

01
Capture
The precondition for every answer.
See every action at the moment it happens.
Runtime observation across every agent, every framework, every workload.
No SDK. No gateway. No code change.
02
Understand
Answers: Why did the AI behave this way?
Build meaning across sessions, agents, and time.
Session tracking, agent profiling, behavioral profiling, delegation graph, data flow reconstruction, session trajectory.
Persistent behavioral memory per agent and per principal.
03
Evaluate
Answers: Should this behaviour have happened?
Judge every action across six dimensions, continuously.
Identity · who acted Intent · authorized to do what Behavior · what they actually did Memory · what they learned before Context · what shaped the decision Posture · was the environment trusted

Every action produces a signed verdict.

Why a new platform

Awareness cannot be created from a single observation point.

Gateways see prompts.
Discovery sees assets.
Identity sees users.
Observability sees SDKs.

Only Scan0 combines capture, understanding, and evaluation — continuously, across the ecosystem, as one operating layer.

Together, these three layers are Agentic Awareness — the intelligence that powers AI Defendo, and every product your enterprise builds next.

02·WHEREAgentic Awareness Applies

The first product,
built on Agentic Awareness.

Agentic Awareness is a platform. AI Defendo is the first product built on it — Scan0's enterprise AI security offering, shipping today. And the same awareness layer opens paths for what your enterprise builds next.

AI DEFENDO
Enterprise AI Security
01 AI Risk Posture Discovery & Governance
02 AI Workload Security Infrastructure
03 Agentic Runtime Protection Runtime Behavior
↓ powered by ↓
Agentic Awareness Layer
Six-dimension continuous evaluation · Signed verdicts · Session memory
Scan0's Product · Shipping Today

Three products.
One awareness layer.

AI Defendo secures every layer of enterprise AI — from discovery and governance, through infrastructure, to runtime behavior. Every verdict runs on Scan0's Agentic Awareness platform.

See AI Defendo
03·HOWScan0 Creates Agentic Awareness

Scan0 sees
what others can't.

Scan0 builds all three layers — Capture, Understanding, Evaluation — by natively observing where awareness must be produced directly, and federating everything else your enterprise already emits. No SDK. No code change. Works alongside your existing gateways, logs, and identity systems — not instead of them.

FIG.Agentic Awareness at a glance.
— THE AI SURFACE — Agents LLMs MCP Skills Memory Identities DISCOVERY · POLLED OBSERVATION · LIVE Posture Identity Context Intent Memory Behavior Agentic Awareness Layer VERDICT Identity Gateway JIT SCOPED GRANTS AI Interceptor BLOCK · COACH · REWRITE Data Flow Control DESTINATION-AWARE
Building Capture

Three input mechanisms feed Capture — the foundation on which Understanding and Evaluation build.

Pillar · 01
Native Discovery
Scan0's own sensors observe where awareness must be produced directly — endpoint AI usage, browser activity, cloud AI assets, and configuration drift. Signals no external tool can provide.
Pillar · 02
Runtime Observation
Captures every prompt, tool call, memory access, and response — from every AI workload in your enterprise. Works across endpoints and cloud environments. Kernel-level observation on servers, containers, and workloads. AI Interceptor for managed model traffic where SDK instrumentation cannot reach. One deployment. No SDK. No instrumentation.
Pillar · 03
Enterprise Federation
Federates signals your enterprise already produces — SaaS audit logs, identity systems, AI gateways, OpenTelemetry traces, cloud audits. Scan0 works with what you have, augmenting existing tools rather than replacing them. Identity resolved across every source.
Native Discovery Runtime Observation Enterprise Federation Capture Understanding Evaluation
Built for the Enterprise

Three principles. Non-negotiable.

Scan0 is architected for the enterprises deploying AI at scale — regulated industries, sovereign environments, and organizations where every AI decision must be defensible.

Sovereign
Runs inside your environment. Enterprise owns its data. Every observation, every verdict, every signed evidence chain stays inside your VPC. Zero vendor cloud egress. Non-negotiable for BFSI, healthcare, defense, and government.
Continuous
Always observing. Always correlating. Always learning. Not point-in-time. Not scan-triggered. Not SDK-limited. Awareness is a running process, not a scheduled job — updated with every session, every action, every context change.
Extensible
Native products. APIs. Customer-built experiences. AI Defendo ships today. Investigation and Recovery ship next month. Your teams build custom AI agents on the same awareness layer — for security, SRE, compliance, evaluation, and beyond.
Architecture

Six components. One system.

Every component plays one job. Together they produce continuous Agentic Awareness — the intelligence that powers AI Defendo, and every product your teams will build.

Discovery Component 1
Discovers every AI asset your enterprise runs — sanctioned and shadow. Continuous discovery across cloud accounts, endpoints, browsers, and CI/CD pipelines. Detects supply chain drift, configuration changes, and identity shifts against a trusted baseline.
Endpoint Scanner · Browser Extension · Cloud Discovery · Drift Detection
Runtime Sensor Component 2
Kernel-level eBPF sensor observing every AI workload without code change. Captures LLM traffic, tool calls, memory access, MCP protocol frames, and syscall behavior on inference servers, RAG platforms, agent frameworks, and MCP servers. Sovereign in your VPC.
eBPF · SSL sniff · Syscall observation · One binary · Every workload
Collector Component 3
Federates native signals with the ones your enterprise already produces. Ingests SaaS audit logs, identity systems, cloud AI audits, and OpenTelemetry from any AI framework. Resolves identity across every source, detects PII in flight, and identifies direct and indirect prompt injection.
SaaS · IdP · Cloud · OTel · Bedrock · Federation + Identity Resolution
Awareness Engine Component 4 · The Heart
The intelligence that turns signals into understanding. Profiles every agent's behavior over time, learning from complete session history. Tracks behavior across sessions to detect slow-burn drift. Evaluates every action across Identity, Intent, Behavior, Memory, Context, and Posture — producing continuous understanding, cryptographically signed, sub-200ms.
Behavior Profiling · Session Correlation · Six-Dimension Evaluation · Signed Verdicts
Enforcement Component 5
The AI Interceptor enforces verdicts inline. Three modes matched to policy — Block hard-stops before commit, Coach rewrites or redacts in flight, Alert notifies with signed evidence. Sub-200ms decisions. No SDK. No traffic routing changes.
AI Interceptor · Block · Coach · Alert · Sub-200ms
Experiences Component 6
Everything consumers see — human and agent. AI Defendo's three products (Risk Posture, Runtime Protection, Workload Security), shared surfaces (Search, Investigation, Recovery), and customer-built experiences (SRE, Compliance, Evaluation, Governance copilots) all consume the same Awareness Engine through the same APIs.
AI Defendo · Shared Surfaces · Custom Copilots
See the six dimensions AI Defendo evaluates on every agent turn

Enterprise AI doesn't need more disconnected tools.
It needs a continuous operating layer.
Scan0 built the Agentic Awareness Layer. AI Defendo is the first product. Your teams decide what comes next.

See AI Defendo
in your enterprise.

Book a live demo. Bring your AI stack. We'll show you what AI Defendo delivers today — and how Scan0's APIs let your teams build the AI agents your enterprise needs next.