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CASE STUDIES

The kinds of projects we take on.

Illustrative project scenarios that show how hosting and managed platforms fit different teams.
These are examples, not completed client case studies. They describe possible implementations and do not claim measured results.
EXAMPLE · Nonprofit

A donor and volunteer assistant that answers from the organization's own documents.

Managed platform · Assistant

The problem

Staff spent hours each week answering the same questions about trips, donations and paperwork.

A possible solution

An assistant on the website trained on their FAQ pages and policy PDFs, with a handoff to the office inbox for anything it can't answer.

RAGpgvectorAmazon Bedrock
EXAMPLE · Regional services company

Internal search across manuals, contracts and job notes.

Managed platform · Team

The problem

Field staff couldn't find the right procedure or contract term without calling the office.

A possible solution

A private document search tool with single sign-on, where every answer links to the page it came from.

RAGSSOOpenAI API
EXAMPLE · Startup

Hosting for an AI product with a fine-tuned open model.

AI app hosting · GPU

The problem

The team was spending its time on servers and GPU bills instead of the product.

A possible solution

Containers for the app, managed pgvector, a dedicated GPU instance for the model, and a gateway for fallback to hosted APIs.

NVIDIA GPUDockerModel gateway

Start with the job, not the technology.

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