Perspective Engineering runs in two modes: continuous detection and the scheduled Perspective Audit. Detection is ongoing. The audit is the haul-out — the moment you act on what detection has found.
The Perspective Shift Scanner reads the collaboration corpus: conversation transcripts, decisions, documents, the record of shared work over time. It surfaces what has shifted — concepts that have entered or left the frame, commitments that have strengthened or eroded, framings that have quietly governed decisions without ever being made explicit.
Detections stay as evidence. The PSS does not invent causality, assign blame, or generate narrative. It maps the record.
The collaboration's record is assembled: transcripts of human–AI exchanges, strategic documents, decisions and their stated rationale, the Foundation Document that captures what the collaboration was founded to do.
The PSS runs on the corpus, identifying shifts in the perspective the collaboration operates from. Each detection is timestamped and traced to evidence. The archive accumulates across audit cycles.
Detections are classified into the Erosion & Emergence Index — the 2×2 that distinguishes drift from enrichment, at the mission level and the vision level.
The Perspective Audit is scheduled, not crisis-driven. It is the intervention that acts on what detection has found.
A vessel brought out of the water for maintenance. Below the waterline: barnacles that accumulated unseen. Above: the seamanship the crew has developed through sustained operation — practices earned in the field that the original plans did not anticipate.
The Perspective Audit does both operations in the same session.
Identify what has drifted away from the founding perspective. Surface it explicitly. Decide what to re-anchor and what to legitimately retire.
Identify what the collaboration discovered that was not in the founding brief. Fold genuine improvements into updated plans and governing documents.
The organization's statement of what this collaboration is for, what it is not for, and what values govern how it operates. Updated at each audit cycle.
The Erosion & Emergence Index is recalculated. The collaboration can see where it stands across all four cells — mission, vision, erosion, emergence.
Two dimensions, each with two directions. The result is a four-cell 2×2 that captures the full state of the collaboration's evolution.
The collaboration's present purpose has quietly shifted away from what it was founded to do. Re-anchor.
The collaboration has developed better practices than the mission currently describes. Update the mission.
The future the collaboration was aimed at is fading — silently, behind maintained day-to-day performance. The high-value silent killer.
The collaboration has discovered a bigger future than it was originally aimed at. Elevate the vision.
The instrument runs on the collaboration's record, not on the AI model itself.
It does not require access to the model's internals, fine-tuning infrastructure, or proprietary APIs. It works on any organization running any AI collaboration, on any platform. The only requirement is a record: the transcripts, decisions, and documents that the collaboration has produced over time.
This is what lets Perspective Engineering serve as a neutral maintenance layer across the entire field — a position that AI labs, by their nature, cannot occupy.