BareBot: Evaluating an AI Agent Inside a Live LMS
54 participants ran a 14-task protocol against a domain AI agent embedded in a learning management system. Task success was high — incorrect information was the real story.
Services / AI Application Solutions
We design and build the AI tool your workflow actually needs — then hand it over with documentation and training.
How is this different from subscribing to ChatGPT or Copilot?
Subscriptions give your staff a general tool and leave the workflow design to them. We build the specific application — connected to your documents, systems, and checks — and verify it does the job before you pay for scale.
Who owns what we build?
You do. The application, prompts, documentation, and your data are yours; we keep no claim on them.
How long does a first build take?
Most first builds ship in 3–8 weeks from the end of the assessment, depending on integrations. You'll have a working prototype much earlier.
What does it cost to run after delivery?
Typically the AI subscriptions or token/API usage the system consumes, quoted as a separate line before we build — no surprises.
54 participants ran a 14-task protocol against a domain AI agent embedded in a learning management system. Task success was high — incorrect information was the real story.
AI agents burn budget on bloated context. We have screened 232 papers on token optimization into a ready-made reading list — now let's build and benchmark the best ideas.