Managed Inference Infrastructure
An AI infrastructure company. We take a business problem, build the AI agent that solves it, and operate it in production.
§01 Platform
Status: pre-launchCapabilityStatus
managed model hostingin build
autoscaling inferencein build
multi-region deploymentplanned
observability and loggingin build
custom agent runtimein build
§02 Agents
The problems we build for01
repetitive back-office workflow
▶ a workflow agent that runs it end to end→ staff hours returned
02
documents and data arriving faster than people can read them
▶ an extraction agent→ structured, queryable data
03
answers buried across internal tools
▶ a retrieval agent→ one place to ask, grounded
Your problem is probably not on this list. That is the point: each agent is built for one business.
§03 Operations
Managed, end to endWe design it, build it, host it, run it, and watch it. You get the outcome, not a pile of GPUs.
BUILDwe design and build the agent against your problem
HOSTit runs on infrastructure we manage
MONITORobservability, logging, and alerting are on us
SUPPORTa direct line to the people who built it
ITERATEwe tune it as your problem changes
§04 FAQ
Common questions- What is Defcon Systems?
- An AI infrastructure company. We build the AI agent that solves a specific business problem and operate it in production on infrastructure we manage.
- What is managed inference infrastructure?
- The model hosting, autoscaling, and observability needed to run AI in production, operated for you. You get the outcome, not a pile of GPUs.
- What kinds of agents do you build?
- Bespoke ones. Workflow agents that run a process end to end, extraction agents that turn documents into structured data, and retrieval agents that answer questions grounded in your own tools.
- Are you available now?
- We are pre-launch and onboarding a small number of design partners. Platform capabilities are marked "in build" or "planned".
- How is an engagement structured?
- We design, build, host, monitor, support, and iterate. One managed relationship, end to end.
- Where are you based?
- Defcon Systems, LLC is registered in San Diego, California, USA.