The Measure of AI Success in Travel Tech: Enhancing Human Time and Judgment, Not Sophistication

For Skift IDEA Awards Judge Nikita Miller, the real measure of success in travel and technology isn’t the sophistication of the artificial intelligence itself, but rather the invaluable human time and judgment it gives back to individuals and organizations. This philosophy underpins the strategic direction of Perk, formerly TravelPerk, where Miller serves as Chief Product Officer. In an increasingly competitive landscape, Perk is championing a paradigm shift in how technology interacts with business operations, focusing on the invisible integration of AI to dissolve administrative burdens and streamline complex workflows across travel, spend, and events.

Miller’s insights, shared ahead of her role as a judge for the 2026 Skift IDEA Awards, highlight a fundamental re-evaluation of AI’s purpose within enterprise solutions. Rather than creating overt, client-facing AI personalities or features, Perk’s approach is to embed AI seamlessly into its unified platform, making the technology’s presence almost imperceptible to the end-user. The ultimate goal is to eliminate what Miller terms "shadow work" – the hidden, non-core tasks that consume significant employee time and mental energy, diverting focus from strategic, value-adding activities.

The Evolution of Business Travel Tech and the Rise of Unified Platforms

The business travel and expense management sector has undergone significant transformation over the past decade. Initially characterized by fragmented tools, disparate systems, and manual processes, companies often found themselves layering multiple software solutions, each addressing a specific need from flight booking to expense reporting. This siloed approach, while seemingly offering specialized capabilities, inadvertently created more administrative overhead, data inconsistencies, and compliance challenges. Employees and administrators frequently had to navigate multiple interfaces, duplicate data entry, and reconcile information across various platforms, leading to frustration and inefficiency.

Nikita Miller identifies this fragmented landscape as a critical pain point that the next phase of business travel technology must address. "The next phase for us isn’t really about travel in isolation anymore," Miller states. "It’s really realizing that travel, spend, events are all part of one ecosystem – in fact, anything that involves employee spending on behalf of their companies." This holistic perspective acknowledges that employee spending, whether for a business trip, a client dinner, or an internal event, is interconnected and should be managed as such.

Perk’s response to this industry trend is the development of a truly unified platform. Unlike solutions that attempt to merely integrate disparate tools, Perk’s architecture is built on a single data layer that spans all facets of travel, spend, and events. This foundational approach allows the platform to understand an individual user’s preferences, a company’s policies, and overall spending patterns with unprecedented depth. The result is a proactive system that anticipates needs and automates processes, moving away from reactive problem-solving. This shift is particularly crucial in an era where global business travel is projected to reach pre-pandemic levels and beyond, with market reports indicating a compound annual growth rate (CAGR) that underscores the escalating need for efficient management solutions.

Eliminating "Shadow Work": The Core of Perk’s Mission

At the heart of Perk’s strategy is its mission to eliminate "shadow work," a concept that resonates deeply with modern workforce challenges. Miller defines shadow work as "the hidden non-core tasks that take up employees’ time." Research by various productivity experts and management consultants consistently highlights the significant amount of time employees spend on administrative tasks that do not directly contribute to their primary job functions. While the specific figure of "about seven hours per week" per employee might seem high, it encompasses a wide range of activities: filling out expense reports, seeking approvals, comparing travel options, verifying compliance, and resolving booking discrepancies. These tasks, though seemingly minor individually, accumulate to a substantial drain on productivity and morale across an organization.

The implication of reclaiming these seven hours is profound. Miller posits, "We’re always thinking about what else might we do if we had an additional seven hours in our work week?" For businesses, this translates into increased employee engagement, higher output on core projects, and a more strategic workforce. For individual employees, it means less time spent on tedious, repetitive tasks and more time for creative problem-solving, skill development, or simply a better work-life balance. This human-centric approach to technology development sets Perk apart in a crowded market where many solutions focus solely on cost reduction or operational efficiency without fully considering the employee experience.

Perk leverages AI not just to make shadow work "faster," but to make it "disappear" entirely. This distinction is critical. Traditional automation often speeds up a manual process, but still requires human intervention at various stages. Perk’s ambition is to create an experience where the administrative burden is lifted almost entirely. For instance, the platform currently performs hundreds of thousands of AI compliance checks weekly, ensuring that all travel and spend activities adhere to company policies without manual oversight. Furthermore, AI agents handle thousands of calls per week, preemptively addressing potential issues like hotel readiness or flight changes. This proactive, behind-the-scenes automation renders expense and spend management largely "touchless," a significant leap from the paper-based or semi-digital systems still prevalent in many organizations.

The Invisible Hand of AI: A New Paradigm

One of the most surprising aspects of bringing AI into a fast-scaling travel platform, according to Miller, is the sheer untapped potential. "So much of travel, spend, events isn’t automated at all," she notes, highlighting a vast opportunity for technological intervention. However, the true innovation lies in how this AI is deployed. Miller firmly believes that "the best AI, in my opinion, goes unnoticed. And that’s the point, right? The traveler doesn’t need to think, ‘AI helped me.’ It just works."

This philosophy champions a utilitarian view of AI, where its effectiveness is measured by its seamless integration into the user experience, rather than its overt display. Unlike some consumer-facing AI applications that feature distinct personalities or require direct user interaction, Perk’s AI operates in the background, making decisions and acting proactively on behalf of the user. For a business traveler, this means arriving at a hotel knowing everything is confirmed because an AI agent made the necessary calls in advance. It means expense reports are completed in seconds, not minutes or weeks, because the system has automatically captured and categorized all relevant data. The technology functions as an invisible assistant, anticipating needs and resolving potential friction points before they even arise.

Miller draws an analogy to everyday technology: "When you’re using a cell phone, you’re not thinking about what kind of processor it’s using. It’s just a phone, and it works. And when it works well, you’re not thinking about the technology at all." This illustrates a mature approach to product development, prioritizing the customer problem over technological showcasing. The focus remains squarely on understanding customer needs, identifying workflows that can be entirely eliminated, and then deploying the most effective technology to achieve that. This perspective shifts the conversation from "how smart is our AI?" to "how much easier has our AI made our customers’ lives?"

Leadership in a Competitive Landscape: Beyond Market Share

The business travel and spend management landscape is undoubtedly competitive, with numerous players vying for market dominance. However, Perk’s strategy, driven by its deep-seated mission to eliminate shadow work, offers a distinct differentiator. While many competitors focus on feature parity, cost-saving tools, or specific niche solutions, Perk’s holistic, human-value-driven approach seeks to redefine the very purpose of such platforms.

The company’s investment in a single data layer and its commitment to invisible, proactive AI agents signify a long-term vision. By automating compliance checks and touchless expense management, Perk is not only reducing administrative burden but also enhancing data accuracy and policy adherence, critical concerns for CFOs and financial departments. The ability to run hundreds of thousands of AI compliance checks weekly and process thousands of calls through AI agents underscores the scale and sophistication of their backend operations, enabling them to deliver on their promise of reclaiming human time.

Furthermore, the rebranding from TravelPerk to Perk signals an expansion beyond just travel, encompassing the broader ecosystem of employee spend and events. This strategic move positions the company as a comprehensive solution provider, addressing a wider range of organizational needs and consolidating functionalities that were once scattered across multiple vendors. This integrated approach aligns with growing market demand for streamlined operations and centralized data, offering businesses a single source of truth for all employee-initiated expenditures.

A Foundation in Customer Care: Guiding Product Strategy

Nikita Miller’s extensive background in leading product strategy across diverse teams has instilled a crucial lesson that continues to shape her approach: the imperative to stay deeply connected to users and customers, rather than becoming solely focused on the technology itself. This perspective is particularly informed by her early career in customer care. "Getting on the phone, talking to customers, understanding what their issues are not just today, but also anticipating the challenges that customers will face is what makes a lot of what we do fun," she reflects.

This customer-centric ethos is the bedrock of Perk’s product development. It ensures that technological advancements are always grounded in real-world problems and genuine user needs. By maintaining this close link to the customer experience, Miller and her team can identify the most impactful areas for automation and ensure that the AI they develop truly delivers human value. This approach counters the common pitfall of developing technology for technology’s sake, instead channeling innovation towards practical, tangible benefits for individuals and teams. The ultimate goal is to empower employees to focus on their "best work," leveraging their unique judgment and creativity, rather than being bogged down by "manual, arduous work."

The Skift IDEA Awards: Recognizing True Innovation

Nikita Miller’s role as a judge for the 2026 Skift IDEA Awards provides a significant platform for her philosophy to influence the broader travel industry. The Skift IDEA Awards are highly regarded within the travel sector, recognizing and celebrating the most innovative ideas, products, and strategies that are shaping the future of travel. The awards serve as a benchmark for excellence, highlighting companies and individuals who are pushing boundaries and delivering transformative solutions.

As a judge, Miller will be looking for entries that go beyond superficial appeal or theoretical concepts. Her criteria are clear: "ideas that not only talk a good game but actually solve a problem." This emphasis on tangible problem-solving aligns perfectly with Perk’s own mission to eliminate shadow work and deliver measurable human value. It signals to innovators across the industry that true success lies not in the complexity of their technology, but in its efficacy in improving the user experience and contributing meaningfully to business objectives. The awards provide an opportunity for companies to showcase how their innovations are addressing real-world challenges, whether through enhanced customer service, sustainable practices, or, in Perk’s case, fundamental shifts in operational efficiency and employee empowerment.

For those aspiring to gain recognition at the 2026 Skift IDEA Awards, submitting their work presents a unique opportunity to have their innovations evaluated by industry leaders like Nikita Miller. The early submission period, marked by a flash sale with a specific deadline, encourages timely engagement from the industry’s most forward-thinking companies.

Conclusion: A Future Defined by Human-Centric AI

Nikita Miller’s vision for AI in travel and spend management represents a significant evolution in how businesses approach technology. By prioritizing the liberation of human time and judgment over the mere sophistication of algorithms, Perk is carving out a unique and impactful niche. The company’s commitment to a unified platform, invisible AI, and the elimination of "shadow work" speaks to a deeper understanding of enterprise needs in the 21st century.

As business travel continues to rebound and evolve, the demand for intelligent, integrated, and user-friendly solutions will only intensify. Companies that can effectively automate administrative burdens, ensure seamless compliance, and empower their employees to focus on high-value tasks will be best positioned for sustained growth and success. Perk’s approach, championed by Miller, offers a compelling blueprint for how technology, when designed with a profound respect for human potential, can truly transform the way we work, travel, and manage our professional lives. The future of travel tech, as envisioned by leaders like Miller, is not about making AI more visible, but making its positive impact undeniable, yet unseen.