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Chapter 22 of 23 · AIA · AI Analytics

Consistent answers.Same operation, same audit.

Specialised AI agents, classifier, risk, bowtie, precursor, trend, pattern, analyst, calibrated against your taxonomy. Outputs are consistent, traceable and reviewable. Every run is replayable; the same answer is available to the regulator three years later.

SPI-GD-04NORTHGALE AIR · SYNTHETIC OPERATION
The pattern surfaces
Across Northgale’s records, the analysis surfaces what no single report showed: ground events cluster on the evening turnarounds. The finding arrives as a suggestion with confidence and sources, waiting for a person.
Previously, on this operation
OCC-2026-0184
In the operation
AIAAI Analytics
6capabilities
1record types
4linked modules
Why it holds

Auditable AI, not generative guesswork.

The AI is calibrated, not creative. Outputs are consistent against your enumerated taxonomy. Every output cites the source records. A human always validates before the result becomes part of the operational picture.

What it does

The capabilities, on one record.

Classification agent

Occurrences classified against ICAO occurrence categories. The classifier picks from the taxonomy you defined.

Risk matrix agent

Severity × likelihood against your matrix, not a generic one.

Bowtie agent

Hazard → top event → consequences with barriers between them.

Precursor agent

Identifies latent conditions lining up across the operation.

Trend & pattern agents

SPC-backed trend detection; clustering of similar occurrences for emerging-pattern review.

Analyst agent

Natural-language questions about the operation, answered with cited source records.

The records it produces

Real records, one reference each.

Every record carries a stable reference and a source on every field. Nothing is silently overwritten, and the trail is the record.

Outputs are consistent, same occurrence, same answer

No invented categories, the AI picks from your taxonomy

Every output cites the source records

A human validates before the result enters the operational picture

AIA
Analysis records
AI output attached to the source record, reviewable and replayable.
The gate

AI proposes. A person decides.

Every analytical insight carries confidence and its source records, and becomes business truth only when a named person accepts it. Nothing decides alone.

◉ CHAPTER 22 / 23NORTHGALE AIR · SYNTHETIC OPERATION
Next chapter
23 · Notifications

The graph is read. The final chapter makes sure the right person hears it in time: notifications and escalations.