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Service
LLM Applications
Custom copilots and assistants rooted in your data.
From concept to launch, we pair UX, prompt engineering, and infrastructure so your AI experiences feel native to the rest of the site.
Our Capabilities
- Chat and copilot interfaces deployed inside your stack
- Retrieval Augmented Generation (RAG) architecture
- Fine-tuning + model selection guidance
- Guardrails, evaluations, and analytics instrumentation
- Content + editorial workflow automation
Why It Matters
Context-Aware Experiences
Ground models in your knowledge bases with secure embeddings and RAG pipelines.
Faster Decision Cycles
Give teams copilots that summarize, draft, and reason directly from source-of-truth docs.
Governed Launches
We bake in evaluation harnesses and analytics before the first user touches the UI.
One Design Language
Astro layouts and shadcn components keep AI surfaces visually consistent with marketing.
Need this capability?
Let’s design the automation, content, and analytics layers together from one Astro codebase.
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