Opsonance

Opsonance Logo

Turn static security coverage into a probabilistic defense model.

Opsonance is an adaptive runtime security platform for Kubernetes and Linux infrastructure. It combines lightweight kernel-level telemetry, adaptive inspection, local security orchestration, and on-demand response to protect production workloads without treating every workload as equally risky.

Security that adapts to your infrastructure.

Opsonance deploys an immortal grid of intelligent patrol agents to secure your environment at the kernel level. Fed by a real-time Synapse stream, these agents autonomously block threats the millisecond they appear — with near zero performance tax.

The agents hold the line. Your engineers focus on scale.

THE VELOCITY GAP

Modern infrastructure moves faster than static security.

  • ■Cloud infrastructure is ephemeral.
  • ■Containers appear and disappear.
  • ■Workloads scale automatically.
  • ■Identities change.
  • ■AI agents make decisions.
  • ■Applications acquire new capabilities at runtime.

Yet traditional security architecture still largely assumes that protection means putting a security agent everywhere and watching everything continuously.

THAT CREATES THREE PROBLEMS:

1. Static coverage

Security presence is tied to infrastructure rather than risk.

2. Predictable defense

Attackers can learn what is being monitored, when, and where.

3. Linear security cost

More workloads often mean more security agents, more telemetry, and more compute.

The infrastructure became adaptive.
Security didn't.

ADAPTIVE DEFENSE

Separate security presence from security intensity.

Opsonance does not treat every workload, process, or event as equally important. Instead, it maintains lightweight security presence across the environment and dynamically increases security intensity when risk changes. This is driven by the Casino Model—our stochastic patrol architecture that makes meaningful observation statistically inevitable while minimizing the continuous compute tax. Know more →

Infrastructure

State Changes

➔

Risk Assessment

Baseline Observation

➔

Normal

Lightweight Observation

➔

Anomaly

Deep Inspection

➔

Intervention

➔

Verify + Adapt

IF NORMAL
➔

Normal

Lightweight Observation

IF ANOMALY
➔

Anomaly

Deep Inspection

➔

Intervention

➔

Verify + Adapt

Observe broadly.

Maintain visibility across the environment without requiring maximum inspection everywhere.

Inspect intelligently.

Allocate deeper security resources where behavior, capability, identity, or context indicates increased risk.

Intervene precisely.

Move from observation to runtime control when an attack path requires disruption.

THE AI SECURITY BOUNDARY

AI changed what a workload can become.

AI agents are no longer just software that produces text. They can execute code, access files, call APIs, communicate over networks, use credentials, interact with Kubernetes, create processes, modify infrastructure, and make autonomous decisions without a human in the loop.

Traditional security evaluates risk based on what a container or process looks like when it starts. But an agentic workload might boot as a harmless script, only to autonomously download a new tool, request a high-privileged token, and completely rewrite its own execution path seconds later.

Because these systems mutate at runtime to solve complex tasks, static analysis and point-in-time scanning are completely blind to them.

The security problem is therefore changing.

"Is this process malicious?"

"What has this workload become capable of doing?"

Capability Delta

Opsonance continuously evaluates changes in runtime capability.

+ WHAT IT COULD DO
+ WHAT IT IS DOING
+ WHAT IT JUST GAINED
+ WHAT IT CAN REACH
CAPABILITY DELTA
RISK EVALUATION
EXECUTION CONTROL

A workload that suddenly acquires access to a new credential, launches an unexpected process, communicates with an unusual destination, or reaches a privileged API can trigger a change in security intensity.

Explore Opsonance AI →

AI can reason at machine speed.

Opsonance secures what that reasoning becomes capable of executing.

SECURING AGENTIC SYSTEMS

When software starts making decisions,
Runtime becomes the security boundary.

AI MODEL
➔
AI AGENT
➔
TOOL CALL
➔
PROCESS
➔
CONTAINER
➔
NODE
➔
KUBERNETES
➔
CLOUD

Every step introduces new capabilities and new attack paths. Opsonance operates at the point where those decisions become machine execution.

Identity

Who or what is acting?

Capability

What can it access or execute?

Behavior

What is it actually doing?

Context

Does that behavior make sense for this workload?

Don't try to secure the model's intentions.
Secure the machine's execution.

BUILT FOR MODERN INFRASTRUCTURE

From Linux processes to AI infrastructure.

Opsonance is built from the ground up for environments where software is increasingly dynamic, distributed, and autonomous. We protect the entire execution stack.

AI AGENTS
↓
LLMs
↓
APPLICATIONS
↓
CONTAINERS
↓
KUBERNETES
↓
LINUX
OPSONANCE
↓↓↓
RUNTIME SECURITY LAYER

Kubernetes

Protect workloads across dynamic clusters. Monitor API server interactions and instantly lock down lateral movement.

Linux

Observe and control execution close to the kernel. EBPF-powered visibility captures system calls without the user-space tax.

Cloud Infrastructure

Correlate cloud plane events with runtime execution to catch adversaries bypassing traditional boundaries.

AI Infrastructure

Ensure that hijacked prompts cannot force the underlying host infrastructure to execute malicious code payloads.

Agentic Systems

Control the boundary between AI decisions and machine execution. Establish state-aware policies that understand why an agent is acting, not just what it is doing.

The Architecture Advantage

Zero Instrumentation No SDKs, no code changes, and no proxy bottlenecks. Opsonance secures your AI agents seamlessly from the outside.
Kernel-Level Enforcement Operating in ring-0 means sophisticated adversaries cannot blind our sensors or bypass security policies from user-space.
THE OPSONANCE SECURITY MODEL

An event is only the beginning.

Traditional security often stops at detection, alerting you after the damage is done. Opsonance follows the event through the entire runtime lifecycle—terminating the attack chain before it reaches your critical infrastructure.

The Context Pipeline

Opsonance evaluates every isolated event through a strict 9-stage context lifecycle to determine true intent before execution.

EVENT
↓
BEHAVIOR
↓
SEQUENCE
↓
CAPABILITY CHANGE
↓
IDENTITY
↓
ATTACK PATH
↓
RISK
↓
EXECUTION CONTROL
↓
VERIFICATION

Attack Chain in Action

A single event (like reading a file) might be legitimate background noise. Opsonance connects the dots as the sequence unfolds.

Service account token read
↓
Spawns python subprocess
↓
Initiates external network call
↓
Downloads obfuscated payload
↓
Assumes privileged IAM role
↓
Queries cluster secrets
↓
Attempts namespace breakout
↓
ATTACK INTERCEPTED
↓
WORKLOAD ISOLATED

Opsonance doesn't need to decide whether any single event looks malicious in isolation.
It evaluates how those events combine to form a kill chain.

The attack chain
is the signal.

Read more →
YOUR INFRASTRUCTURE IS ALREADY ADAPTIVE.

Why isn't your security?

Applications scale.
Containers disappear.
Identities change.
AI agents act autonomously.

The infrastructure is already moving.

Opsonance gives security the ability to move with it.

Adaptive runtime defense for Kubernetes, Linux, and AI infrastructure.

Kubernetes · Linux · Cloud · AI Infrastructure · Agentic Systems