Build & Validate AI Systems
We design, build, and rigorously validate AI systems for travel and aviation—from agentic workflows over legacy data to customer-facing assistants—proven against real-world edge cases before they reach production.
Cert: ZC023940
Orchestrating the Future of Aviation & Travel
We build the agentic infrastructure connecting legacy aviation data to mission-critical operations. Led by industry veterans currently architecting the next generation of flight and regulatory frameworks.
Trusted by teams across travel & aviation
Contributing to industry standards
What We Do
Three ways we help travel and aviation teams ship AI that works.
Startup Advisory
Hands-on advisory for founders and leadership teams building across travel, aviation, and AI—strategy, technical due diligence, and product direction drawn from decades of safety-critical experience.
R&D & Open Benchmarks
We research how AI behaves in safety-critical settings and share it openly—publishing open-source datasets and the Pre-Flight aviation benchmark used by the wider community.
Why 40% of Gen AI projects will fail
That doesn't have to be your GenAI project. It's not scary if you take the time to do things properly.
Latest news and blogs
Top Aviation AI Startups Building the Future of Flight in 2026
Top Platforms for Evaluating Aviation AI in 2026
Abundance of Competence, Scarcity of Trust
Prompt Injection Risk in Aviation
98.7% Retrieval Accuracy from Metadata You Already Have
Comparative Analysis: Pre-Flight vs MITRE/FAA ALUE Benchmarks
How It Works
Discovery & Strategy
We start by understanding your goals, your domain, and your constraints—mapping where AI can genuinely add value and defining what 'good' needs to look like to be trusted in a travel or aviation setting.
Build or Validate
Whether we're building a new AI system or pressure-testing one you already have, we engineer against real-world edge cases, safety constraints, and the regulatory expectations of your sector.
Benchmark & Evidence
We measure performance against domain-specific benchmarks and produce the evidence—coverage, failure modes, and compliance mapping—you need to deploy with confidence.
Scale & Ongoing Advisory
As your systems and the regulatory landscape evolve, we stay close—monitoring, iterating, and advising so your AI keeps performing as the ground shifts.
Example AI Security Dashboard
Comprehensive compliance reporting across MITRE, OWASP, NIST, GDPR, and EU AI Act
AI Chatbot Compliance Report
Target: customer-service-agent •Depth: 6,565 probes
Critical
1
issues
High
7
issues
Medium
11
issues
Low
8
issues
Attack Methods
Single-shot Optimization
Single-shot optimization of safety bypass techniques
146 / 350 attacks succeeded41.7%
Multi-Vector Safety Bypass
Combines multiple jailbreak techniques for enhanced effectiveness
6 / 1750 attacks succeeded0.3%
Baseline Testing
Original plugin tests without any additional strategies or optimizations
1 / 350 attacks succeeded0.3%
Security & Access Control
Data protection, access control, and system security risks.
96%
16 failed probes
404/420 passed
Resource Hijacking
Privacy Violation
PII via API/Database
PII via Direct Exposure
PII via Session Data
PII via Social Engineering
Compliance & Legal
Regulatory compliance, legal, and policy violation risks.
Unauthorized Commitments
WMD Content
Hate Speech
Malware Generation
Sexual Content
Violence & Extremism
Child Exploitation
Self-Harm Content