publicactiverender
construction intelligence
Ohmni Oracle
A construction intelligence system that turns drawings, rooms, code, and field knowledge into source-backed operating context.
Field judgment can be encoded into retrieval, review, and structured workflows without pretending the model is the authority.
Next.jsAzure AI SearchRenderOpenAIstructured ETL
sanitizedactivesummary only
retrieval and ETL
Drawings ETL / Job-Context Compiler
A pipeline for transforming drawing sets into structured rooms, systems, tags, retrieval records, and reviewable job context.
The hard part is not parsing a PDF; it is preserving enough field context to know what should be held, verified, or released.
PythonAzurestructured JSON
sanitizedactivesummary only
private AI systems
Private Workflow Systems
Sanitized CRM, evidence, and operator workflow systems for real business processes.
AI systems are useful when they reduce decision drag without leaking client data or bypassing human approval.
TypeScriptPythonprivate data boundaries