The first commercially deployed autonomous infrastructure intelligence platform. Install it. It figures out what your infrastructure needs — then becomes that thing.
$ curl -sSL install.ternaryphysics.com | sh ✓ Kernel 6.8.0 detected
✓ BTF enabled
✓ Observer attached to eth0
✓ Shadow mode active — 30 day observation period
$ _ Not a monitoring tool. Not an alerting layer. Autonomous intelligence embedded at the earliest possible point in your network stack — observing, learning, and acting before your application sees anything.
Deployed March 2026 · Continuous learning for 42+ hours · 22 hot-swap deployments with zero memory leaks
Every packet gets an AI decision at the kernel boundary — before userspace sees anything. The system adapts over time, improving its accuracy as it sees more of your traffic patterns.
AI decisions at the kernel boundary, with proven sandboxed execution. Same technology powering Cloudflare, Netflix, and Facebook infrastructure.
Every line of code is verified by the kernel before execution. No crashes, no memory corruption, no kernel panics.
Runs in a restricted environment. Can't access arbitrary memory, can't execute system calls, can't interfere with other processes.
Built on eBPF, the same technology handling billions of requests per second at scale. Battle-tested in the world's largest infrastructure.
Memory usage is capped, loops are bounded, execution time is limited. The system enforces strict resource constraints automatically.
The system adapts to your infrastructure over time. The longer it runs, the better it understands your specific patterns.
Runs entirely on CPU — bare metal, VM, or Kubernetes node. No expensive hardware, no cloud dependencies, no sidecars. One binary, anywhere Linux runs.
Everything runs on your infrastructure. No telemetry leaves your network. No vendor access. Complete control — required for air-gapped environments.
No rules to write. No thresholds to tune. The system learns what's normal for your specific environment and adapts to changes automatically.
Sandboxed at the kernel level — verified before execution, cannot crash your system, cannot access arbitrary memory. Shadow mode for 30 days before it acts on anything. Performance gate blocks regressing models before deployment.
Production-validated with 22 autonomous model deployments — zero memory leaks, zero cleanup failures across hot-swaps. Memory-bounded for any hardware from 512MB to multi-GB servers. Stress-tested with 10M+ samples and resource exhaustion scenarios. One-command rollback for emergencies.
One command for bare metal or VMs. One manifest for Kubernetes — deployed as a DaemonSet, one per node, no sidecars, no service mesh changes. Auto-detects your environment. Shadow mode starts immediately.
Observes real traffic patterns. Identifies what healthy looks like. Builds a model unique to your environment — no generic rules, no manual tuning, no false positives.
Decisions happen in microseconds — routing traffic, avoiding failures, blocking threats, filtering telemetry — all before your application even sees the connection.
After shadow mode, the system analyzes what your traffic actually needs and auto-classifies itself — Threat-Response, Traffic-Steering, Data-Collection, and more. Then it retrains continuously, expanding what it measures. Zero manual tuning. Every decision logged — tp audit tail to inspect any of them.
You don't configure TernaryPhysics for threat response, or traffic steering, or data collection. It analyzes your traffic, determines what your infrastructure needs, and becomes that thing.
The system automatically discovers what domain it operates in based on your traffic patterns. Different environments produce different specializations.
No manual configuration. No rule writing. The system figures out what you need.
Auto-detected from your traffic patterns. No configuration required.
U.S. Provisional Patent Application filed March 2026 covering the core innovations that make this system possible.
First neural network inference in eBPF/kernel space with ternary weight optimization
Continuous model improvement from observed traffic patterns
Self-expanding signal detection with BPF code generation
Safe deployment with side-by-side accuracy comparison
Atomic model updates without system restart or downtime — validated with 20 production deployments, zero memory leaks
Patent-pending technology. The innovations are protected by pending claims.
If your infrastructure handles sensitive data, operates air-gapped, or runs under compliance requirements — TernaryPhysics was designed for you.
Sub-millisecond routing decisions for trading infrastructure. Every action immutably logged for regulatory audit. No market data leaves your network.
Full air-gap operation. No cloud dependency, no phone-home, no external calls. Classified environments supported.
API gateways, payment processors, real-time systems. Microsecond decisions that keep SLOs intact under load spikes.
Runs on any Linux host. No cloud account, no GPU. Bare metal or VM — one command and it's running.
Deploys as a DaemonSet — one per node, below the pod layer. Sees all pod-to-pod traffic, ingress, and service mesh without sidecars or mesh changes. EKS and GKE Standard supported.
Join the private beta. Limited spots available.
curl -sSL install.ternaryphysics.com | sh kubectl apply -f install.ternaryphysics.com/k8s.yaml