I build practical AI systems for business processes and break them down into recipes another person can understand, adapt and verify.
public materials with real process diagrams
team change from February to May 2026 without a drop in output or revenue
a human stays at the points where mistakes are expensive
The description and diagram are open to everyone. Subscribing to @venturehunter unlocks the full implementation kit and a starter repository where one can be provided safely.
Finds early signals, groups topics, and leaves the final selection to a person.
Collects changes from work systems into one queue and shows where an owner is needed.
Turns source material into a visual series draft with an editorial review step.
Each project is part of an operating system: detect a signal, make a decision, trigger an action, and retain the knowledge.
A catalog of repeatable business automations with diagrams, ratings, and buildable starters.
A production system that moves material from idea and script to visuals and final assembly.
Knowledge and agent operations: context retrieval, decision queues, observability, and safe handoffs between people and systems.
The most useful part of automation starts where constraints, manual exceptions, and maintenance costs become visible.
What looked like a one-day task took 24 days.
The integration ran into real data, exceptions, and verification steps. That is not a reason to hide the case; it is a reason to document the automation boundary and keep the system observable.
The channel contains new recipes and implementation notes. If you want to ask a question or discuss automation for your process, message me directly.