Selected systems and product directions.

BlueprintReader turns construction and technical drawing review into a structured workflow: extract relevant fields, normalize them, flag inconsistencies, and produce review-ready outputs.

The product direction supports consulting engagements where drawings, specs, and review notes need a dependable automation layer rather than one-off manual processing.

BaseSmith supports domain-specific classification, extraction, labeling, training, and evaluation. It is designed for teams whose text data does not fit generic models cleanly.

Typical use cases include email triage, entity extraction, specialized routing, document tagging, and model iteration with traceable performance changes.

8gentix focuses on LLM-powered workflow automation where task completion, tool use, retrieval quality, and regression testing need to be visible.

The emphasis is on dependable agent patterns: constrained actions, reviewable outputs, repeatable tests, and practical integration with existing business systems.