SecOps / Linux
Hardening, vulnerability detection, CVE correlation, and automated remediation for Linux infrastructure. Trained on real-world assessments.
Neural adapter modules that snap onto AXOM-X1, the 1.5B and 3B base model we built for this architecture. Each leaf is ~170 MB of specialized expertise, loadable in under a millisecond. Browse what's coming, or build your own.
Hardening, vulnerability detection, CVE correlation, and automated remediation for Linux infrastructure. Trained on real-world assessments.
Active Directory hardening, group policy analysis, Windows Defender integration, and threat hunting across Windows environments.
Endpoint protection, Gatekeeper analysis, code signing verification, and supply chain security for macOS systems.
Firmware analysis, network segmentation, protocol fuzzing, and vulnerability scanning for embedded and IoT devices.
AWS security groups, IAM policy analysis, CloudTrail monitoring, and infrastructure-as-code hardening for EC2 deployments.
Deep expertise in Python patterns, packaging, async, type hints, testing, and the scientific computing ecosystem.
Advanced type system, generics, module resolution, build tooling, and full-stack TypeScript architecture patterns.
Component architecture, hooks, state management, server components, performance optimization, and the React ecosystem.
Query optimization, schema design, indexing strategies, replication, and advanced PostgreSQL internals.
Ship your raw data. AXOM's pipeline formats it into telemetry training trajectories automatically. Out comes a ~170 MB LoRA adapter that gives any chassis specialized expertise in your domain.
You have the hardware. We provide the training scripts and the format spec. Prepare your data to spec, run it on your own GPUs, keep full control.
Ship your raw data as-is. PDFs, CSVs, docs, datasets. Our multi-GPU pipeline handles formatting, trajectory generation, and training. You get a finished leaf back.
List your trained leaf in the store. Free for anyone, private with invite-only links, or paid with AXOM taking a 5% cut. You set the terms.
Don't want to format data yourself? AXOM uses a specifically trained leaf to parse and format any raw data into the telemetry structure the training pipeline needs. No preprocessing, no schema mapping, no data engineering on your end. Auto-formatting is included with AXOM-trained leaves.
Upload training data, trigger jobs, download leaves, and manage listings through a REST API. Train leaves on a schedule. Keep your neural knowledge fresh.