VigilState
A public project-operations showcase. Inspect the repository for the current implementation; client adoption is not claimed.
ExplorePROTOTYPE / RESEARCH / EXPERIMENT
Explore what could come next.
Experiments belong here. Proven behaviour belongs in the evidence record. Commercial deployment is a separate milestone.
Research concept / Not a legal service
Agreement clarity in the AI-review era.
What changes when a customer uses an AI assistant to question a service agreement? Explore a business-side clarity process, its limits and the questions that would need to be tested before an offer exists.
Read the research concept ↗Field & spatial intelligence
Computer vision and indoor systems are feasibility directions, not advertised production deployments.
ExploreA useful experiment
Define what would make us stop.
Before a prototype, agree the data available, the technical question, the evaluation and the reason to proceed. A polished visual is not evidence of accuracy or operational value.
Discuss a feasibility questionEvaluation and stop conditions
Make the experiment answer a decision.
VigilState / Product prototype
Can the view improve decision clarity?
Use the public showcase as an interface artifact. Validate source freshness, ownership and representative tasks before any operating pilot. Stop if the view cannot be reconciled to source records.
ExploreField & spatial / Research direction
Is the input fit for the decision?
Confirm permitted data, representative conditions and a measurable acceptance criterion. Stop if errors cannot be bounded or a simpler existing tool solves the question.
Explore