Haley Kim is the Global Chief Business Officer at Yanolja, where she oversees corporate marketing, global growth, and operations. With over 20 years of experience in go-to-market strategy and business growth, she has held leadership roles at Google, Samsung, Wells Fargo, and McKinsey & Company.
A single journey today involves airlines,
hotels, and multiple booking platforms, each operating on separate systems that
do not communicate in real time. To the traveler, it feels like one continuous
trip. In reality, it is a series of disconnected interactions across systems
that were never designed to work together.
Other industries have already gone
through this transition. Payments, once fragmented across banks, networks, and
intermediaries, have been unified into real-time systems where transactions are
instant and largely invisible to the user. Travel, by contrast, still operates
on delayed and disconnected infrastructure, where pricing, availability, and
booking are rarely aligned in the moment.
This gap becomes most visible at the
points where systems intersect. Prices and availability can change between
search and booking because they are managed across different platforms. During
disruptions, rebooking often requires navigating multiple providers, each with
limited visibility into the full journey. These are not isolated issues but
structural outcomes of a system in which each player operates independently
while the traveler experiences the journey as a whole.
The industry’s response has largely
focused on improving individual components. Airlines invest in premium cabins
and differentiated experiences, while platforms refine pricing and engagement
strategies. These efforts are commercially rational, but they do not address
the underlying issue. This has created an optimization paradox, where
individual parts of the journey continue to improve while the overall
experience remains fragmented.
Haley Kim, Global Chief Business Officer at Yanolja. (Photo Credit: Yanolja)
At its core, travel fragmentation is a
systems problem. Pricing, inventory, distribution, and operations are still
managed in silos, limiting the speed and effectiveness of decision-making.
Availability, pricing, and booking conditions are often misaligned, creating
gaps that only become visible at the point of purchase or during the trip
itself.
This is where many AI-driven efforts fall
short. In most cases, AI is applied at the feature level, improving
recommendations or automating customer interactions without changing how the
system itself operates. When layered on top of disconnected infrastructure, AI
can make individual steps more efficient, but it does not resolve the
fragmentation underneath.
AI becomes meaningful when it is embedded
into the operating model itself. In that environment, pricing, inventory, and
distribution operate as part of a single system rather than separate processes.
A booking reflects real-time conditions, not a delayed snapshot assembled
across multiple platforms, and once manual decisions become continuous and system-driven.
This shift is particularly important in
travel, where supply and distribution are inherently complex and
interdependent. Without a unified data layer, fragmentation persists regardless
of how advanced individual capabilities become. At Yanolja, the focus is on
connecting data, pricing, and distribution through a travel enablement platform powered by data and
AI, enabling businesses to respond dynamically to changes in demand and
operations.
Travel will continue to become more
complex as cost volatility, operational constraints, and geopolitical risk
introduce ongoing uncertainty. The question is no longer how to optimize each
step of the journey, but how to make the system function as a whole. The
companies that win will not be those that perfect individual moments, but those
that make those moments move together.
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