Mobility, travel and aviation
Travel products that launch on schedule. Booking, operations and agents for travellers.
Travel products have a launch date the whole operation depends on. I lead the technology of mobility and travel startups through launch, and bring agents into booking and traveller requests.
- Interim CTO through launch
- Travel and aviation
- Booking and operations

The challenge
Travellers plan with AI now. Your product has to keep up on launch day.
Travellers ask an assistant and expect the booking to follow. That takes agents working across many partners, and a launch that holds when real passengers arrive. Slip the date, and the whole operation slips with it.
How I help
Pick where to start. Six ways to work together in mobility, travel and aviation.
Three outcomes at a fixed price, and three roles monthly or on demand. Most clients start with one and add a second.
SaaS & AI product launch
Agentic frame included
A travel or mobility MVP launched for its first paying travellers.
AI agent evaluation
Right problem, solved right
Booking and trip-planning agents checked against what a good answer is for the traveller.
Enterprise AI agents
Every decision has an owner
Booking changes, partner coordination or reporting run by agents, with a person owning exceptions.
Fractional CTO
Technical direction you can trust
Architecture and the development team through launch and the first season.
Product Lead
What to build, and why
Traveller and operations workflows turned into specs your team can ship.
AI Architect
AI that holds in production
Trip-planning and request agents with permissions, evals and cost limits.
Who you work with
Fractional CTO and product lead, Vienna
I lead the technology of mobility and travel startups through launch, as interim CTO.
Delivered within my work as Fractional CTO, Product Lead or AI Architect.
“Kristian is certainly one of the top picks in his field.”
Product, technology and AI in one person. So the decisions never contradict each other.
- 25 years
- In software architecture and product, in Europe and North America.
- 50+
- Product launches across startups and enterprises.
- 5.0★★★★★
- Upwork rating, Top Rated Plus, more than $500K earned.
Questions
FAQ
Can you lead a startup through launch?
Yes, as interim CTO through launch and the first season.
Do you work with booking and partner APIs?
Yes. Integrations are designed and written down before the build.
Where do agents help in travel?
In traveller requests, booking changes and partner coordination, with a person on every exception.
Get in touch
Start with a call.
We go through your product, your team and where AI belongs in your work. You leave with a view on the right first step.
Services: SaaS & AI product launchEnterprise AI agentsAI agent evaluationFractional CTOProduct LeadAI Architect