Building an Insights Culture in Corporate Travel
It’s Monday morning, and a travel manager is preparing for a leadership meeting, toggling between reports from the TMC, expense system, and card provider. Each report tells a slightly different story.
Spend appears higher in one, lower in another, while supplier data doesn’t quite align and key details are missing. At the same time, finance wants a clear cost breakdown, procurement needs insight into supplier performance, and leadership is looking for ways to optimize spend without disrupting the traveler experience.
The data exists, but the answers don’t.
Most organizations have no shortage of reports, dashboards, or spreadsheets. Yet many still struggle to answer simple, high-impact questions:
Where are we overspending and why?
Which suppliers are delivering real value?
How can we improve traveler experience without increasing cost?
The challenge isn’t access to data, it’s building a culture that consistently turns data into insight and action. This is what transforms travel programs from reactive cost centers into proactive, strategic drivers of business value.
Data Alone Isn’t Enough
Over the past decade, corporate travel programs have made significant investments in technology, such as online booking tools, expense platforms, virtual payments, and more. Each system generates its own stream of data.
But this creates a new problem: fragmentation.
Without a unified approach, data lives in silos:
GDS data tells one story
Expense data tells another
Card data fills in partial gaps
Supplier data often sits separately
The result is incomplete visibility and inconsistent reporting.
An insights culture starts by recognizing that raw data (even a lot of it) doesn’t automatically lead to better decisions. Clean, connected, and contextualized data is what turns information into something actionable.
What Is an “Insights Culture”?
An insights culture is one where data is not just collected; It’s trusted, accessible, and actively used to guide decisions at every level.
In a travel program, that means:
Leaders rely on data to shape policy and strategy
Travel managers use insights to optimize supplier relationships
Finance teams trust reporting for reconciliation and forecasting
Agents and operations teams have visibility into performance and trends
It’s not about more dashboards. It’s about better decisions, made consistently.
Start with a Single Source of Truth
The foundation of any insights culture is a unified data model.
When data from multiple sources is consolidated, normalized, and reconciled, organizations gain a complete view of travel spend and behavior. This eliminates conflicting reports and builds confidence across teams.
A single source of truth enables:
Accurate spend tracking across all channels
Reliable supplier performance analysis
Consistent KPIs across departments
Faster, more confident decision-making
Without this foundation, even the most sophisticated analytics tools will fall short.
Make Insights Accessible, Not Just Available
One of the most common pitfalls is assuming that access equals adoption.
Even when data is centralized, it’s often locked behind complex dashboards or limited to a small group of analysts. That creates bottlenecks and slows down decision-making.
To build a true insights culture, organizations need to democratize access:
Deliver role-based dashboards tailored to different users
Simplify reporting so non-technical teams can engage with data
Provide real-time or near-real-time visibility where possible
When insights are easy to access and understand, they’re far more likely to be used.
Align Insights to Business Outcomes
Data becomes powerful when it’s tied directly to business goals.
Rather than reporting for reporting’s sake, leading travel programs focus on metrics that matter:
Cost savings and cost avoidance
Policy compliance and leakage
Traveler satisfaction and experience
Supplier performance and contract optimization
For example, instead of simply tracking average ticket price, an insights-driven program might analyze:
Booking behavior vs. policy
Advance purchase trends
Supplier share vs. negotiated rates
This level of analysis turns data into a strategic asset.
Build Trust Through Data Quality
An insights culture depends on trust and trust depends on data quality.
If stakeholders question the accuracy of reports, they’ll revert to instinct or anecdotal decision-making. That undermines the entire effort.
Improving data quality requires:
Deduplication and normalization across sources
Consistent data mapping and categorization
Ongoing validation and reconciliation processes
Clean data doesn’t just improve reporting, it builds credibility across the organization.
Encourage Curiosity and Continuous Improvement
Technology alone doesn’t create an insights culture, people do.
Organizations that succeed in this area foster curiosity:
Encouraging teams to ask “why” behind the numbers
Using data to challenge assumptions
Continuously refining KPIs and reporting approaches
This mindset turns analytics into an ongoing process rather than a static deliverable.
It also creates opportunities for innovation, whether that’s identifying new cost-saving strategies or improving the traveler experience.
The Role of Technology
While culture is the goal, technology is what makes it possible to scale.
Modern analytics platforms can consolidate data from multiple travel and expense sources, normalize and enrich it for consistency, and deliver intuitive dashboards that make insights accessible across the organization. This creates a foundation where decisions are no longer based on fragmented reports, but on a unified view of travel performance.
We recently explored this shift in a webinar that explores how leading travel programs are redefining and proving travel ROI, featuring corporate travel leaders from Valvoline Global Products and Sony Pictures alongside Grasp Technologies. The discussion highlighted how leading programs are moving beyond traditional cost-focused approaches to ROI, instead focusing on deeper visibility, faster decision-making, and shared, connected data across teams and partners.
Key themes from the session included:
Why traditional approaches to travel ROI are no longer enough
Where measurable ROI is hiding in today’s programs
How shared, connected data leads to better decisions
Why payments are playing a bigger role in program performance than many expect
Solutions like graspANALYTICS are built around this reality, helping organizations unify complex data sources and turn them into actionable insight that supports better decisions at every level.
Turning Insight into Action
Ultimately, the value of an insights culture is measured by action.
When organizations get this right, they can:
Proactively manage travel spend instead of reacting to it
Strengthen supplier negotiations with data-backed insights
Improve compliance without adding friction for travelers
Deliver better experiences while maintaining cost control
Compare against industry standards on spend and behavior
This is where corporate travel shifts from operational necessity to strategic advantage.
Building an insights culture doesn’t happen overnight. It requires the right foundation, the right tools, and a commitment to using data as a driver of decision-making.
But for organizations willing to invest in it, the payoff is significant: greater visibility, smarter strategy, and a travel program that delivers measurable value to the business.
In a landscape where every dollar and every decision matters, insights aren’t just helpful, they’re essential.
