Every operator deserves
true routing intelligence.
The travel industry spends billions on inspiration. Nobody solves the last mile: turning that inspiration into a feasible, bookable, optimized itinerary in seconds.
We built TripCreator to end the era of hallucinated routes, impossible schedules, and margin-destroying manual corrections. Our engine does not guess. It computes. Every transition is spatially verified. Every day plan is temporally constrained. Every output is instantly bookable.
The Crisis
LLM wrappers hallucinate. They schedule impossible transits, ignore operating hours, and destroy unit economics at $0.50 per trip. Human planners are accurate but take days. Neither scales.
AI Chatbots
Generic text. Zero spatial or temporal feasibility. Clients receive itineraries that physically cannot be executed.
Human Sales
Accurate but slow. Burns margins on manual routing corrections. Cannot scale beyond a handful of complex requests per day.
DIY Travelers
Abandon bookings due to research overload and spatial confusion. Your leads die in browser tabs.
Social Inspiration
Drives demand but offers zero booking logic. The gap between "I want to go" and "here is your itinerary" remains unbridged.
The V7 Architecture
We handle 90%+ of itinerary generation through a proprietary deterministic engine. The LLM only interprets intent and phrases the final narrative. Every route is mathematically verified.
Native Rust infrastructure. Unit economics of $0.012 per itinerary. A 40x reduction versus standard LLM reasoning.
The Neural Pillars
Three specialized ONNX networks. They do not predict words. They predict the quality of a travel decision.
Macro Scorer
Evaluates city selection across hub demographics and transition densities. Rome to Florence to Venice scores higher than fragmented regional hops.
Trajectory Transformer
Self attention over geographic segments. Detects backtracking, poor open jaw alignments, wasted transit days.
Micro FiLM Scorer
Scores thousands of POI transitions conditioned on the traveler persona. A long walk is fine for Adventure, penalized for Luxury.
The Operator Infrastructure
Zero-Friction
Integration
One code snippet. No rebuilds. Every static itinerary becomes an interactive, white-labeled, bookable surface under your brand.
Universal
Ingestion
We operate on your proprietary supply. Enterprise API integrations or automated CSV/JSON/XML ingestion. Zero custom code.
Dynamic Sales
Workspace
The static PDF is dead. Live itinerary environments where clients interact, request changes, and stay inside your sales funnel.
Live Benchmarks
Five itinerary sources evaluated against a 10-day multi-hub luxury test prompt (Palermo, Rome, Milan). Scored across 12 dimensions.
Scheduled 5 high intensity activities per day on a luxury prompt. 4 fatigue violations flagged by our scorer.
Loaded attractions immediately after a 3.5h train transit. Impossible temporal scheduling. Scored 0.18.
| Engine | Rating | Latency | Geo-Coherence | Fatigue Violations |
|---|---|---|---|---|
| TripCreator.ai | 1850 | 15s | 1.000 | 0 |
| Traditional Operator A | 2050 | Human (Days) | 1.000 | 0 |
| Traditional Operator B | 1950 | Human (Days) | 1.000 | 1 |
| Generative Competitor A | 1200 | 24s | 0.866 | 4 |
| Generative Competitor B | 1100 | 18.5s | 0.866 | 3 |
Scale
Continuously updating multimodal transit matrix.
Process Reward training from expert decisions and failures.
Full itinerary generation. Rust. Thousands of permutations.
Stop losing deals to dead time.
Close complex itineraries in seconds. Not days.
30-day pilot · Your inventory · Measurable results