Standards-Aligned AI
Training Technology
VectoredOps provides AI-powered tools that align with FAA Airman Certification Standards, measure student pilot proficiency objectively, and support CFI-led training with data-driven insights.
ACS Standards Integration
8
Certificate types tracked
Private Pilot, Instrument Rating, Commercial Pilot, Certified Flight Instructor, Flight Instructor — Instrument, Sport Pilot, Multi-Engine Land, Seaplane (SES)
277
ACS tasks mapped
Across 77 areas of operation
5
Proficiency levels
Introduced → Developing → Competent → Proficient → Expert
2
Assessment perspectives
Student self-rating + instructor evaluation
PPL
Private Pilot
11 areas · 45 tasks
IR
Instrument Rating
8 areas · 25 tasks
COMM
Commercial Pilot
12 areas · 44 tasks
CFI
Certified Flight Instructor
12 areas · 47 tasks
CFII
Flight Instructor — Instrument
10 areas · 31 tasks
SPT
Sport Pilot
9 areas · 32 tasks
MEL
Multi-Engine Land
7 areas · 25 tasks
SES
Seaplane (SES)
8 areas · 28 tasks
AI Post-Flight Debrief Analysis
Processing Pipeline
Audio Recording
CFI records post-flight debrief conversation
Whisper Transcription
OpenAI Whisper converts audio to text with speaker identification
Claude AI Analysis
Anthropic Claude analyzes transcript against ACS standards
Structured Output
Actionable report with strengths, improvements, and focus areas
Analysis Output
FAA 4-R Debrief Framework
Replay
Reconstruct
Reflect
Redirect
Every analysis includes a disclaimer about AI limitations and affirms that the CFI remains the final authority on student readiness.
Flight Track Analysis & Safety Monitoring
Capabilities
Automatic Import
Flight tracks imported via ADS-B Exchange historical traces and Garmin Connect OAuth integration
Maneuver Detection
Identifies steep turns, slow flight, stalls, approaches, go-arounds, and traffic patterns from GPS data
ACS Grading
Grades maneuvers against ACS tolerances: altitude ±100ft, heading ±10°
AI Coaching Feedback
Claude AI generates coaching commentary using the FAA 4-R debrief framework with root cause analysis
Safety Constraints
Known Limitations (Disclosed)
GPS data only — no bank angle, airspeed, or coordination measurement available from ADS-B position data. The system is transparent about these limitations in every analysis output.
Voice DPE Oral Exam Practice
AI DPE Persona
Conversational AI examiner powered by ElevenLabs voice synthesis and Claude Sonnet 4.5 for knowledge evaluation
Real-Time Conversation
Natural spoken dialogue — not canned questions. The AI adapts follow-up questions based on student responses.
ACS-Aligned Evaluation
Responses evaluated against ACS knowledge areas with specific task code references
14 FAA Documents
Knowledge base includes PHAK, AIM, ACS standards, and Advisory Circulars for authoritative reference
Session Output
Important Disclosure
Clearly labeled as a practice tool. This is not FAA certification, testing, or evaluation. The voice DPE is a training aid to help students prepare for their actual oral examination with a real Designated Pilot Examiner.
Training Guarantees
100% Checkride Pass Guarantee
Students who complete program requirements and fail their checkride receive a full refund of their VectoredOps subscription payments.
Real money reimbursement — not discounts or credits. Requirements tracked automatically in real time.
Safety-First Preparation
Every milestone is proficiency-driven, not time-driven. Students progress when they're ready — not when a clock says so.
Progress toward both guarantees is tracked automatically on the student dashboard.
Student Safety & Retention
The flight training industry faces an estimated 80% student dropout rate. VectoredOps provides instructors with data-driven tools to identify at-risk students early and intervene before they leave.
Risk Scoring System
Three-tier scoring (low / medium / high) based on activity patterns, lesson gaps, and engagement metrics
Instructor Retention Dashboard
Student health overview with expandable detail rows, risk trend indicators, and one-click intervention tools
Automated Check-In Campaigns
Configurable outreach for at-risk students with 7-day cooldown to prevent message fatigue
AI-Generated Nudge Messages
Context-aware check-in messages generated from student activity data, editable by the instructor before sending
Risk Score Thresholds
Low Risk
Score: 0 – 34
Student is actively engaged and progressing
Medium Risk
Score: 35 – 59
Activity declining; proactive outreach recommended
High Risk
Score: 60 – 100
Immediate intervention recommended; potential dropout
Risk scores are recalculated daily by an automated process and stored per student-instructor pair. The instructor always has full visibility and control over outreach decisions.
FAA Document Library
Over 40 official FAA publications are integrated into the platform as study reference materials, searchable by chapter and topic. Documents are used by both the AI analysis engine and the voice DPE oral exam knowledge base.
PHAK
Pilot's Handbook of Aeronautical Knowledge (FAA-H-8083-25B)
AIM
Aeronautical Information Manual
AFH
Airplane Flying Handbook (FAA-H-8083-3C)
ACS Standards
FAA-S-ACS-6C, 7A, 8B, 25, 26, and more
Advisory Circulars
AC 61-67C, AC 61-98D, and related guidance
IFH
Instrument Flying Handbook (FAA-H-8083-15B)
Integration Points
Data Security & Privacy
Row-Level Security
Supabase PostgreSQL with row-level security policies on all 139 tables. Users see only their own data; instructors see their students; admins see their school.
Nonce-Based CSP
Content Security Policy with per-request nonces, replacing inline script allowances. Blocks XSS and injection vectors.
Rate Limiting
Hybrid rate limiting across all API categories: authentication (200/min), AI endpoints (600/min), standard API (2,000/min), billing (400/min).
Prompt Injection Defense
All AI features sanitize user input before passing to language models. Dedicated defense module prevents prompt manipulation.
Security Audit
37-finding security audit completed with all critical (P0) and high-priority (P1) findings resolved. OWASP-aligned practices.
Input Validation
All route parameters validated with UUID checks. All user inputs validated for type, length, and format. Error messages sanitized to prevent information leakage.
VectoredOps is a training support tool. It does not replace certified flight instruction or FAA-approved training programs. All AI-generated analysis includes confidence ratings and limitations disclosures. The CFI remains the final authority on student readiness and safety.