Preserve before interpreting.
Keep original evidence distinct from extracted content and generated summaries. Integrity checks help detect changes; they do not establish truth or authorship.
OUR APPROACH
Useful intelligence.
Visible foundations.
We build around the questions that matter: Where did this come from? What does it support? What remains uncertain? Who reviewed it?
Separate observation from inference.
A reported statement, an extracted identifier, and an investigative conclusion are different things. Make that distinction visible.
Treat review as a real action.
Human review should record a decision and its support, with earlier versions and disagreements retained.
Test the boundaries.
Synthetic fixtures, failed imports, conflicting records, stale sessions, and missing evidence are part of prototype evaluation.
Describe readiness honestly.
A passing local test is not the same as a validated live deployment. Demonstration scope and remaining limitations belong in the conversation.
BUILD WITH INTENTION
Bring the workflow.
We’ll discuss the tool.
Let’s explore where clearer evidence and better interfaces could make a difference.
Start a conversation