Optimize mission-critical operations
Mobi’s AI optimization platform transforms complex, high-stakes planning problems into fast, adaptive decisions—tailored to your industry, your constraints, and your operational reality.
Born from research. Proven in the real world.
Built by AI pioneers from MIT, Mobi’s platform is grounded in over a decade of research at the Computer Science and Artificial Intelligence Laboratory (CSAIL). Originally developed for NASA's Deep Space 1 probe, our technology was designed to replan on the fly in high-stakes, mission-critical environments. Today, that same core technology powers enterprise-scale operations that demand speed, adaptability, and absolute reliability.
An optimization platform that solves what humans can’t
The world is too fast and too complex for humans to plan accurately at scale. Our platform ingests real-time data, applies dense and evolving constraints, and continuously re-optimizes decisions. We turn operational chaos into clear, confident actions.
Behind every deployment is a configurable optimization engine, built from reusable core algorithms and adapted to your specific business rules, objectives, and constraints. This enables us to deliver high-throughput, low-latency planning that responds in real time, even under messy, dynamic conditions.
Where rules meet reality: planning and replanning in the real world
Real-world operations are full of surprises. Mobi helps teams stay ahead by turning fixed constraints and shifting inputs into dynamic, adaptive plans.
Example 1: Maritime Shipping
From port congestion to regulatory delays, Mobi adapts shipping plans in real time to meet constraints and protect delivery timelines, maximizing revenue & protecting client relationships.
Example 2: Ground Transportation
As bookings shift and unexpected issues arise, Mobi replans instantly to maintain service levels and traveler satisfaction.
Case study: ground transportation
From complexity to impact: the TUI case
The diagram above shows just how many constraints, updates, and disruptions TUI’s transfer operations face daily. Mobi partners with TUI to replace manual planning with an intelligent system that adapts in real time—reoptimizing trips as vehicles, bookings, and guest needs shift throughout the day. What once took several hours is now recalculated in minutes, keeping operations on track and the guest experience seamless.
24M+
passengers
27K+
vehicle options
2 Minutes
to plan what once took 14 hours
90%+
planning automation
20%+
cost savings
<6 Months
from contract to initial launch
Built to flex across industries
Ground Transportation
Optimize fleet assignments, routing, and capacity in real time. Mobi’s AI optimization platform adapts to delays, demand changes, and operational constraints—keeping plans efficient and service levels high across large, dynamic networks.
Shipping & Maritime Logistics
Coordinate vessels, cargo, and port operations under tight constraints. Our platform handles global complexity—accounting for regulations, schedules, and contract terms—to deliver optimized routing and resource allocation at scale.
Utilities & Field Operations
Balance planned work, emergency response, and crew availability across wide geographies. Mobi helps utilities stay resilient—optimizing field schedules in real time as weather, demand, and equipment conditions change.
Hotel Room Allocation
Match the right guest to the right room—automatically and intelligently. Mobi’s platform adapts in real time to loyalty status, housekeeping progress, booking changes, and upgrade opportunities—maximizing revenue and streamlining operations at large properties.
Airline Operations
Synchronize aircraft, crew, and schedules—especially when disruption hits. Mobi’s platform continuously reoptimizes around delays, capacity shifts, and regulatory constraints—minimizing cost and passenger impact.
Telecom Operations
Optimize technician dispatch, maintenance windows, and upgrade rollouts. Our AI platform adapts to outages, customer SLAs, and workforce availability—maximizing service continuity while reducing operating cost.
Ground Transportation
Shipping & Maritime Logistics
Utilities & Field Operations
Hotel Room Allocation
Airline Operations
Telecom Operations
How we work with partners
1. Identify:
We start by working closely with your team to identify a use case with clear value potential—one that’s big enough to matter, but refined enough to move fast. Together, we align on business objectives, data sources, and what success looks like.
2. Integrate:
Our platform connects to your existing systems with minimal lift. It’s designed to handle messy, incomplete, or distributed data—no major architecture changes required. We quickly model your real-world constraints and deliver a solution that works in your operational context.
3. Iterate:
We go live quickly, then improve continuously—refining recommendations, incorporating feedback, and scaling impact. This agile, results-driven approach reflects Mobi’s commitment to product excellence and delivering measurable business value across your organization.
Have a complex problem? Let’s collaborate.
If you’ve outgrown spreadsheets and rigid tools, Mobi is built to help you move faster and smarter.