Karios Forge
Redefining Zero-Touch Provisioning for Datacenters, Edge, and Beyond
Redefining Zero-Touch Provisioning for Datacenters, Edge, and Beyond
In today’s digital infrastructure, modern deployments demand more than basic virtualization, they require intelligent automation, seamless scalability, and universal compatibility.
Karios Forge empowers organizations with true zero-touch provisioning across diverse environments, from enterprise-scale datacenters to remote IoT nodes.
Built on groundbreaking hypervisor innovations, our patented BareMetalLM framework, and AI-driven orchestration, Karios eliminates manual interventions, accelerates deployments, and unlocks lifecycle automation that scales effortlessly.
Whether you’re a C-level executive seeking cost savings and future-proofing, an IT operator craving simplified workflows, or an engineer building resilient HCI stacks, Karios delivers operational excellence without vendor lock-in.
Agnostic Zero-Touch Provisioning: Vendor-Agnostic Freedom for Any Server
Karios is the world’s first platform to enable true zero-touch provisioning across any server platform, shattering the silos of proprietary tools.
Accelerated Deployments
Provision mixed hardware assets in minutes, not days.
Reduced Overhead
One interface for all OEMs, with no custom scripts, minimizing errors and training needs.
Universal Compatibility
Works with or without out-of-band management.
| Feature | Traditional Frameworks | Karios | Technical Details |
|---|---|---|---|
| Vendor Support | Limited to specific OEMs (e.g., Dell iDRAC, HPE iLO) | Fully agnostic for Dell, HPE, Lenovo, Supermicro, and more | Abstraction layer via secure REST APIs; integrates Redfish, OpenBMC, vPRO, and DASH. |
| BMC Handling | Requires proprietary tools; no fallback for unsupported hardware | Seamless with/without BMC | Leverages PiKVM for "bring your own BMC"; auto-discovers and configures via IP. |
| Workflow Impact | Custom scripts per vendor; high error risk | Unified, script-free interface | Reduces ops time by 80%+; supports hybrid environments under one dashboard. |
Non-BMC Device Support (A Global First)
In a first of its kind, Karios treats non-server devices, like laptops, desktops, and small form factor (SFF) systems, as equals in server-grade orchestration. This innovation opens HCI to new frontiers, such as dense edge computing where space and power are at a premium.
Karios leverages secure, standards-based APIs for out-of-band management, ensuring compatibility even without native BMC support. The result? Faster deployments, lower overhead, and unified orchestration in heterogeneous HCI environments.
By harnessing Intel vPro for secure access and PiKVM for hardware extensions, operators can provision and manage these assets seamlessly, extending datacenter controls to distributed ecosystems.
Broader Ecosystem Reach
Repurpose edge and SFF compute for HCI without hardware swaps.
Cost Efficiency
Unlock value from existing assets in dense, power-sensitive setups.
Seamless Integration
No special tools or expertise required.
| Device Type | Enablement Technology | Key Capabilities | HCI Use Cases |
|---|---|---|---|
| Laptops/Desktops | Intel vPro (BIOS-enabled) | Secure remote access, power control, and firmware updates. | Workstation fleets in hybrid work; VDI extensions for remote teams. |
| SFF Systems | PiKVM via front-panel headers | Full BMC emulation on desktop motherboards. | Edge HCI nodes; cost-effective AI inference clusters. |
| General Non-BMC Nodes | Hybrid vPro + PiKVM fallback | Discovery, provisioning, and monitoring. | Repurposing consumer hardware for IoT gateways or dev/test labs. |
Outcome: Unlock efficiency in SFF segments, where density and TCO drive decisions, perfect for HCI innovators pushing boundaries.
Full Lifecycle Management: End-to-End Workflow in HCI
Provisioning is just the start. Karios governs the entire node lifecycle within a single, integrated workflow, firmware, BIOS, storage, and beyond. This HCI-native unification empowers teams of any skill level to handle complex tasks traditionally requiring specialists.
| Lifecycle Stage | Karios Automation | Technical Details | Value in HCI Environments |
|---|---|---|---|
| Firmware Updates | Auto-detection and OEM-certified tooling. | Scans versions; runs updates via API (no USB/media mounting). | Ensures compliance in scale-out clusters; reduces downtime by 50%+. |
| BIOS Configuration | Policy-based enforcement during/after provisioning. | Applies templates for secure boot, power profiles, etc. | Uniform fleet configs for HCI resiliency; drift detection via audits. |
| Storage Configuration | Inline RAID/HBA/NVMe setup by template. | Supports BBU-backed RAID, NVMe-oF passthrough. | Accelerates HCI storage pools; integrates with Ceph or vSAN-like setups. |
No more siloed tools or USB-driven updates: Everything is policy-driven, templated, and automated.
Patented BareMetalLM Framework + AI: Conversational Intelligence at Scale
At Karios‘ core is Karios GridMIND, our patented BareMetalLM framework. It models every asset, physical or virtual, as part of a unified global inventory, supercharged by AI for natural-language interactions.
Natural Language Simplicity
Chat to provision, troubleshoot, or audit, like conversing with an expert.
Real-Time Intelligence
Instant visibility into thousands of assets, no heavy tooling.
Proactive Governance
AI anticipates issues, ensuring HCI resilience.
| Features | How It Works | Integrated Tools | Scalability Benefits |
|---|---|---|---|
| Conversational Provisioning | Natural-language queries (e.g., "Find me a specific server with these characteristics "). | Integrates with LLM APIs; outputs YAML/JSON for CI/CD. | Handles 100K+ assets; low-latency inference via optimized models. |
| Troubleshooting & Compliance | AI-guided diagnostics and audits. | Root-cause analysis with telemetry logs; policy-as-code enforcement. | Automates 80% of tickets; supports HCI fault domains. |
| Global Inventory Modeling | BareMetalLM asset graphs. | GraphQL queries for topology views; extensible schemas. | Zero-overhead visibility; federates with Prometheus/Grafana. |
Paradigm Shift: Turn HCI ops into intuitive, AI-assisted conversations,
elevating operators while empowering developers.
Extending Zero-Touch Beyond Servers
Karios reimagines digital infrastructure as a universal engine, provisioning servers, storage, GPUs, IoT, and endpoints under one roof. Standards like SNIA Swordfish and PICMG ensure interoperability, while tools like Finger Bot handle the unmanageable.
This extensibility future-proofs HCI for emerging paradigms, from AI workloads to global edge networks.
Ecosystem Unity
No more vendor sprawl, manage everything from racks to remote sensors.
Future-Proof Flexibility
Adapts to emerging standards like PCIe 5.x and PICMG.
Global Reach
IP-based control anywhere, even without BMC/KVM.
| Ecosystem Component | Standards/Integrations | Provisioning Capabilities | HCI Applications |
|---|---|---|---|
| Storage | SNIA Swordfish | Full lifecycle for whitebox/OEM arrays. | HCI storage orchestration; auto-tiering for NVMe/SSD pools. |
| GPU/NPU | PCIe 5.x passthrough | One-click VM assignment for AI/ML. | Accelerated VDI; transcoding in media edge clusters. |
| IoT & Edge | PICMG COM Express | Automation for gateways/sensors. | Distributed HCI; real-time monitoring in industrial IoT. |
| OOB Control | DASH, vPro, PiKVM, Finger Bot | Power/reset for any IP-connected device. | Global fleet mgmt; reboot-loop recovery without on-site visits. |
Versatility: A single framework for servers, storage, and beyond,
coexisting in your digital infrastructure.
Unifying Digital Infrastructure for the Future
Legacy provisioning creates fragmentation: vendor silos, device gaps, and manual drudgery. Karios erases these barriers, delivering: