Interface Demo
Running AI Locally
Real services, ports, diagnostics, and private-AI operations in the ODS interface.
Private AI Infrastructure GPU Strategy Inference Systems Governed Agents
Specialized Models Continuous Evaluation
Cost control through ownership
70% or more estimated cost savings after the first deployed project with Osmantic
ODS
One-command Fullstack Local AI Deployment System.
ODS, the Osmantic Deployment System, brings the full Local AI stack into one opensource deployment system: inference, chat, agents, workflows, RAG, search, image generation, privacy tooling, and operator control across local and hybrid environments.
Trusted by thousands for their self-hosted AI needs.
terminal
$ curl -fsSL https://install.osmantic.com/ods.sh | bash
ODS Preview: Running Local AI
Services, routes, telemetry, operator states, and controls, all in one place.
ODS is free and opensource under the Apache 2.0 license, so you can start using it today.
System Overview
1H
Throughput
41.0 tokens/sec
Workload volume
1.8M tokens generated
Services
5 Services
- llama-server inference Supported
- Open WebUI chat Ready
- Qdrant vector DB + RAG Available
- workflow automation Offline
- privacy shield Running
Live Telemetry
Private
GPU18%
VRAM7.4 GB
Latency42 ms
ModelQwen 3.5
Service Control
6 Services
llama-serverinferenceRunning
Open WebUIchat interfaceReady
Qdrantvector DB + RAGAvailable
n8nworkflow automationOffline
Perplexicaprivate searchSupported
Privacy ShieldPII controlsRunning
PortsMapped
Operator-facing service URLs, health checks, and local access paths stay visible.
DiagnosticsLive
Resource pressure, service status, and model availability are surfaced before users feel them.
Agent GovernancePolicy
Bounded tools, local context, and policy controls around agents that need to touch real systems.
WorkflowsRouted
Automations can move through local models, hosted fallbacks, private search, or human review.
Operator TraceVisible
Prompts, tools, routes, and outcomes can be inspected instead of disappearing into a black box.
Model RoutesHybrid
ServingLocal
Local inference first, with workload-specific routing when hosted APIs still make sense.
EvaluationContinuous
Model choices are measured around the workload, not around a vendor menu.
Press
Why ownership matters.
Ahmad M. Osman on model ownership.
“Being in charge of the weights means that nothing will ever change on you. No behavior will be different.” “Nothing will be seen by anybody
outside of your institution.”
Operators
Founder-led AI infrastructure work.
Osmantic is led by operators who build and run private AI systems: hardware, inference, evaluation, cost control, customer implementation, and the operating details that matter in production.
Founder & CEO
Ahmad M. Osman
Ahmad's work sits at the center of Local AI infrastructure: technical writing, community leadership, conference programming, and hands-on systems architecture across inference, agents, self-hosted deployments, and the hardware behind them.
- Writing
- Featured by Latent Space, The Washington Post, and published across deep technical topics in self-hosted AI.
- Stage
- AIE World Fair AI infrastructure keynote speaker, workshops leader, and NVIDIA State of the Union advisory panel member.
- Community
- Moderator of r/LocalLLaMA, the largest open-source AI infrastructure community in the world.
- Foundation
- Dual degrees in Computer Science and Data Science, with industry relationships across the AI ecosystem.
Founder & COO
Michael J. Bradley
Michael brings the operating discipline: delivery, customer implementation, product packaging, community education, and the path from a scoped workload to a working system that people can actually run.
- Operations
- Led $65M+ annual operations before moving deeper into AI infrastructure and local deployment work.
- Recognition
- AMD Developer of the Month, AMD Lemonade SDK challenge winner, SDK contributor, and marketplace publisher.
- Advisory
- PACT artificial intelligence advisory board, Coffee & Code Philadelphia advisory board, and featured Pennovation speaker.
- Public Work
- Startup Stories guest on practical Local AI, with ODS and deployment education built in public.
Contact
Send the workload.
A short note is enough: current stack, cost pressure, data constraints, and what needs to work first.
Prefer email? contact@osmantic.com