DIV.03 // AGENTS

Make the model work like a system.

Raw LLM access is a starting line, not an advantage. This division builds the layer between people and models — the dashboards, scaffolding, agents, and plug-ins that turn conversational AI into structured, repeatable output.

F.01

Dashboards & Command Centers

Unified interfaces for managing prompts, projects, outputs, and multi-model workflows in one place.

F.02

Scaffolding & Agent Frameworks

Structured starting points that give LLM and agent work consistency — templates, pipelines, and repeatable patterns.

F.03

Organization Systems

Memory, context, and knowledge management so nothing valuable gets lost between sessions.

F.04

Plug-ins & Extensions

Purpose-built extensions that connect models to the tools and data people actually use.

STATUS · DEPLOYMENTS

In the pipeline.

AIQ Tooling SuiteIN DEVELOPMENT

Dashboards, scaffolds, and organization tools for power users of Claude, GPT, and other frontier models — announcement soon.

ETA: WATCH THE BLOG

Custom LLM SystemsAVAILABLE NOW

Need LLM tooling built around your workflow today? We design and ship custom dashboards, agents, and integrations on request.

> request-build ▸

FAQ

What people usually ask.

Do I need to already use AI tools to work with this division?+

No — we assess your current workflow and build the right layer on top of whatever you use today, whether that's Claude, GPT, or something else entirely.

Is this for individuals or teams?+

Both. Solo power users get personal scaffolding and dashboards; teams get shared systems for consistency across everyone using AI.

What's the fastest way to see if this is a fit?+

Send us your current workflow — we'll tell you honestly whether a custom system would save you meaningful time.

Want LLMs working like infrastructure, not a chat window?

Tell us your workflow. We'll show you the system version of it.

> establish-uplink