Knowledge collections
Retrieval and evidence systems for large, specialised document collections.
Products
Products built in the open, one verified boundary at a time.
The portfolio is early. We distinguish working capability from intention and publish product claims only when the underlying workflow is verified.
Active development
ZhenChiKalpa Marketing AI
Campaign operations software for planning, generating, reviewing, publishing, and tracing multi-asset social content.
Problem
Generation tools produce files, but production teams need controlled campaigns, approvals, lifecycle state, publication boundaries, and operational evidence.
Current focus
Facebook campaign operations with caption, image, and reel components; human review; posting safeguards; archive and diagnostics.
Architecture
Python service layer, canonical asset state, provider adapters, operational tracing, and a NiceGUI operations dashboard.
Exploration areas
Problems we are prepared to investigate.
Decision support
Tools that organise facts and technical indicators without taking authority away from the user.
Operational intelligence
Readable workflow traces and state projections that help people understand what a system actually did.
These are capability areas, not claims of released products.