AI Lab
Interactive demonstrations appear only where a real, safe endpoint exists. Everything else is clearly marked Simulation or Concept — no hidden models, no private data, no API keys in the browser.
01 · Agents
Agents that plan, call tools, and report what they did. Real-world counterpart: AI Jack and Ask Jack (see Projects). This demo is a scripted replay.
A scripted replay — no model, tools, or real data are involved.
02 · Language models
Embedding language models into products — cloud models with automatic local fallback, plus fully self-hosted inference. See AI Jack and PrinCio Nexus.
No demo yet — this area is a concept under exploration.
03 · Dashboards
Dashboards that explain themselves — surfacing what changed and why it matters.
No demo yet — this area is a concept under exploration.
04 · Retrieval (RAG)
Retrieval-augmented answers grounded in documents and schema knowledge (vector search behind AI Jack). This demo runs real keyword retrieval, locally, over a small sample corpus.
Runs entirely in your browser over 6 sample passages. Real ranking, but no language model.
A grounded answer cites the passages it used, so a reader can verify each claim against the source. If no passage supports a claim, the system should say it does not know.
matched: do, verify, answer, against
Indexes go stale. Re-index changed documents on a schedule or on update events, and record the version of each passage that an answer used.
matched: answer
Retrieval quality is measured with a labelled set of questions: did the right passage appear in the top results? Track recall and answer faithfulness over time.
matched: answer
05 · Computer vision
Detection and analytics over images and video. Real-world counterpart: face-verified attendance. This demo draws sample detections on a synthetic scene — no camera or model involved.
Synthetic shapes with made-up confidence values — no camera, video, or model.
06 · Automation
Event-driven pipelines that move work between systems without hand-offs — mailbox scanners, WhatsApp dispatching, spreadsheet sync, scheduled alerts.
No demo yet — this area is a concept under exploration.
07 · Future
The open frontier — ideas queued for exploration.
No demo yet — this area is a concept under exploration.