AI Safety Features

PlaneConnection integrates AI capabilities throughout the safety module to assist safety managers and reporters with classification, analysis, and report generation. These features use large language models and structured data analysis to accelerate safety workflows while keeping human decision-making at the center of all safety assessments.

AI suggestions are advisory only. Per 14 CFR Part 5, all safety assessments, investigation findings, and risk evaluations require independent human evaluation by qualified personnel. AI recommendations should be used as one factor among many in decision-making, not as the sole basis for any safety, operational, or maintenance action. See Legal Notices.

AI Capabilities Overview

Capability	Location	Purpose
Safety Copilot	Safety > Copilot (sidebar panel)	Context-aware AI assistant for drafting, analysis, and guidance across all safety pages.
AI Insights	Safety > AI Insights	Automated trend analysis and pattern detection across safety reports, investigations, and SPIs.
NLP Report Submission	Safety > Reports > Natural Language	Free-form narrative submission that extracts structured report fields automatically.
AI Classification	Safety report processing	Automatic categorization, severity suggestion, and risk scoring for incoming reports.
AI Risk Assessment	Safety report processing	Preliminary risk evaluation based on report content and historical data.
Investigation Assist	Investigation detail page	Drafting summaries, identifying contributing factors, suggesting lines of inquiry.

Safety Copilot

The Safety Copilot is a context-aware AI assistant available throughout the safety module. It appears as a sidebar panel and has access to the current page context — including report numbers, investigation status, findings counts, and hazard data.

What the Copilot Can Do

Draft summary language for investigations and reports.
Identify potential contributing factors based on event descriptions.
Suggest additional lines of inquiry during investigations.
Explain regulatory requirements in plain language.
Help compose hazard descriptions and risk control narratives.
Answer questions about SMS processes and terminology.

What the Copilot Cannot Do

Make safety decisions or approve investigations.
Access data from other organizations or workspaces.
Override human classifications or risk assessments.
Guarantee regulatory compliance of any output.

AI Insights

The AI Insights page analyzes patterns across your organization’s safety data:

Insight Type	Data Sources	Output
Report trends	Safety reports over time	Category distributions, frequency trends, seasonal patterns.
Risk concentrations	Hazard register, risk assessments	Areas with elevated risk density, common hazard categories.
CPA effectiveness	CPA completion and verification data	Patterns in overdue actions, effectiveness ratings, recurrence rates.
Investigation patterns	Investigation findings and root causes	Common root cause categories, average investigation duration, findings per category.

NLP Report Submission

Natural language report submission allows reporters to describe a safety event in free-form text. The AI parses the narrative and extracts structured fields.

Extracted Fields

Field	Extraction Method
Report type	Classified based on event description (hazard, incident, near-miss, concern, observation, audit finding).
Date occurred	Extracted from temporal references in the narrative.
Location	Identified from airport codes, facility names, or geographic references.
Description	Structured from the narrative with key facts highlighted.
Severity indicators	Assessed from the described outcome and contributing factors.
Category	Mapped to the standard safety report categories.

Submission Flow

Reporter selects Natural Language submission mode.
Reporter writes a free-form description of the event.
AI extracts structured fields and presents them for review.
Reporter reviews, corrects, and confirms the extracted data.
Report is submitted with the finalized structured fields.

The reporter always reviews and confirms AI-extracted fields before submission. No report is filed without explicit human confirmation of the structured data.

AI Classification

When a safety report is submitted, the AI classification engine analyzes the report content and provides:

Output	Field	Description
Classification	`ai_classification`	Suggested category and subcategory based on report content.
Risk Assessment	`ai_risk_assessment`	Preliminary risk evaluation including suggested severity and likelihood.

These AI outputs are stored alongside the report but do not replace the safety manager’s assessment. The safety manager reviews both the AI suggestion and the report content when making the final classification.

Confidence Levels and Reliability

AI outputs in PlaneConnection should be interpreted with the following confidence guidance:

Confidence Level	When It Applies	Guidance
High	Structured data extraction (dates, locations, aircraft registrations) from clear text.	Generally reliable. Verify against source.
Medium	Category classification, severity suggestion, trend identification.	Use as a starting point. Apply professional judgment before accepting.
Low	Root cause suggestions, contributing factor identification, predictive analysis.	Treat as exploratory input only. Always validate with domain expertise and evidence.

AI confidence levels are not displayed in the application as numerical scores. The levels above are guidance for interpreting AI suggestions across different use cases. All AI outputs require independent human evaluation.

Regulatory Advisory

AI features in PlaneConnection are designed to assist, not replace, human safety decision-making. The following regulatory principles apply:

Principle	Regulatory Basis	Application
Human authority	14 CFR Part 5	All safety assessments, investigation findings, and risk acceptability decisions require qualified human evaluation and approval.
Accountability	14 CFR 5.23	The accountable executive and safety manager remain responsible for all safety decisions, regardless of AI input.
Documentation	14 CFR 5.97	AI-assisted outputs that contribute to safety decisions should be documented alongside the human rationale.
Non-punitive use	14 CFR 5.21(a)(4)	AI classification outputs are not used for punitive purposes.

Data Sources and Limitations

Data Sources

AI features in the safety module draw from the following data within your workspace:

Safety reports (all types and statuses).
Investigation records, findings, and root cause analyses.
Hazard register entries and risk assessments.
CPA records and verification outcomes.
SPI data and trend history.
Safety policy and training records.

Limitations

Limitation	Description
Workspace scope	AI analysis is limited to data within your workspace. It does not access industry-wide data, other organizations’ records, or external databases.
Historical depth	Trend analysis quality improves with data volume. New organizations with limited history will receive less detailed insights.
Regulatory currency	AI models are trained on regulatory content available at the time of model training. Always verify regulatory citations against current published regulations.
Context gaps	AI cannot observe physical conditions, interview witnesses, or assess non-documented factors. It works only with the data entered into the system.
No real-time data	AI does not integrate real-time operational data (weather, ATC, flight tracking). It analyzes recorded safety data.

SMS Reference

SmartScore

Operations Reference

FBO Reference

Maintenance Reference

Operational Reports

Portal Reference

Platform Reference

API Reference

AI Capabilities Overview

Safety Copilot

What the Copilot Can Do

What the Copilot Cannot Do

AI Insights

NLP Report Submission

Extracted Fields

Submission Flow

AI Classification

Confidence Levels and Reliability

Regulatory Advisory

Data Sources and Limitations

Data Sources

Limitations

Use Safety AI

Submit a Natural Language Report

Report Types

Investigation Workflow

​AI Capabilities Overview

​Safety Copilot

​What the Copilot Can Do

​What the Copilot Cannot Do

​AI Insights

​NLP Report Submission

​Extracted Fields

​Submission Flow

​AI Classification

​Confidence Levels and Reliability

​Regulatory Advisory

​Data Sources and Limitations

​Data Sources

​Limitations

​Related

Use Safety AI

Submit a Natural Language Report

Report Types

Investigation Workflow

AI Capabilities Overview

Safety Copilot

What the Copilot Can Do

What the Copilot Cannot Do

AI Insights

NLP Report Submission

Extracted Fields

Submission Flow

AI Classification

Confidence Levels and Reliability

Regulatory Advisory

Data Sources and Limitations

Data Sources

Limitations

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