Not long ago, my colleagues from the College of Computing at Khon Kaen University and I had the opportunity to embark on a study trip to visit two of Thailand’s leading organizations, each showcasing outstanding success in entirely different dimensions. The first was Ngern Tid Lor Public Company Limited (TIDLOR), a pioneer in digital-era vehicle title loans and non-life insurance brokerage. The second was the Vidyasirimedhi Institute of Science and Technology (VISTEC), a world-class graduate and research institute for science and technology.

While the contexts of these two institutions seem to sit at opposite poles, what we discovered and collectively realized throughout this journey was the sheer “power of organizational culture, data, and robust support systems.” These elements serve as the core engines driving their nationwide and global milestones. For us, these are invaluable lessons that we can deconstruct, internalize, and use to re-design and elevate our own operations and learning ecosystem.

[Part 1] Ngern Tid Lor: Building a Powerful Organizational Culture via Data & Sociograms

Ngern Tid Lor’s ultimate purpose has been clear from day one: to provide financial opportunities and elevate the quality of life for low-income individuals who have fluctuating incomes, lack financial literacy, and cannot access traditional banking institutions. But a massive question arises: How does an organization with over 1,900 branches nationwide instill a unified culture across thousands of frontline employees without it getting diluted? TIDLOR’s answer lies in a relentless focus on “Why” (why we show up to work every morning) and “How” (how we deliver that value).

Key Lessons and Actionable Innovations:

• Taking Core Values off the Walls: Values here are not just text painted on a wall; they are translated directly into everyday employee behavior. This includes a “License to Fail” (encouraging staff to think, try, and experiment within an innovation lab framework) , a true “Sense of Ownership” (employees treat the capital as if it were their own, and the company even co-funded employee stock purchases during their IPO) , and “Candid Teamwork” (rewarding upfront, transparent communication and honesty).

• Using Sociograms to Locate “Culture Heroes”: As organizations scale, cross-functional collaboration becomes difficult, and corporate silos naturally develop. To counter this, Ngern Tid Lor utilized Sociograms—mapping behavioral and relationship data to identify the true, informal influencers within team circles. These key individuals act as vital hubs or bridges, naturally and effectively diffusing the organization’s core values to their peers.

• Data-Driven and User-Centric Innovation: TIDLOR utilizes Geographic Information Systems (GIS) to evaluate financial risks and optimize branch openings and performances. They also developed an in-house AI project named “Abdul” to diagnose frontline issues and dissect root causes. Crucially, they emphasize: “AI is merely a recommendation tool; the real-world human relationship is what matters most.”

[Part 2] VISTEC: Scaling World-Class Research into Industry-Ready Solutions

While Ngern Tid Lor masters human-centric frontline operations, VISTEC (specifically the School of Information Science and Technology, or IST) showcases a masterclass blueprint for creating cutting-edge, “frontier” breakthroughs under the vision of Networked, Multimodal, Physically Embodied AI.

Key Lessons and Structural Pillars:

• Laser-Focused Goals and Flat Hierarchies: VISTEC neatly organizes its core tech development into three distinct research clusters: Physical Intelligence, Computational Intelligence, and Infrastructure & System Intelligence. Operating as a lean, flat organization allows them to move agilely and accelerate growth rapidly.

• Facilities & Infrastructure as the Bedrock of Quality: To yield world-class academic and practical impacts, high-end technical infrastructure—such as specialized data center networks optimized for heavy AI processing—and state-of-the-art facilities are mandatory baselines.

• The 3-Pillar Model: Bridging the Research-to-Commercialization Gap (Technology Readiness Level (TRL) 1–9): VISTEC implements a definitive pipeline to push raw academic ideas into industrial ecosystems.

  • Pillar 1 (TRL 1–3): Fundamental Research.

  • Pillar 2 (TRL 4–6): Advanced translation and lab-scale demonstrations.

  • Pillar 3 (TRL 7–9): Commercial-ready exploitation and deployment. Examples include the Thai AI platform VISAI or advanced industrial collaborative labs (WAI) partnered alongside industrial giants like PTT, PTTEP, and SCB.

  • Development Flow: Technologies mature systematically through a continuous loop: starting in Simulation, moving to the Lab, and scaling at a Pilot Plant. This underscores that transforming research into a tangible product requires long-term commitment, nurturing, and patience.

Reflection

The ultimate value of any site visit is not simply to admire how successful another organization is, but to actively reflect on how we can turn those observations into internal improvements. I see massive opportunities to apply these frameworks to ignite meaningful change across two principal dimensions:

1. Generating Core Value Awareness via Sociograms (For Staff & Students)

• For Faculty and Staff: When we roll out new academic curricula or introduce custom digital educational tools, traditional top-down administrative mandates often run into operational friction. If we instead adopt the Sociogram approach to identify our “informal key influencers” among faculty and administrative staff, we can invite them to be early advocates and co-creators. Cultivating change through these trusted peers allows a shared understanding and acceptance of new core values to diffuse much faster and more organically.

• For Students: For milestones like organizing major college events or student development initiatives, we can intentionally pinpoint “Peer Network Hubs”—the natural student leaders at the center of social circles. Bringing these students directly into the executive planning fabric drives a sustainable, organic sense of ownership across the student body that a formal university announcement simply cannot replicate.

2. Building a Robust Research Culture & Support System

Constructing a resilient, highly productive research team (such as our groups in GeoAI, remote sensing, or hydrographic mapping) cannot rely solely on isolated individual efforts. It requires a deliberate ecosystem inspired by the VISTEC blueprint:

• A Clear Mentoring Process: We must establish a multi-tier mentoring environment that integrates faculty, graduate students (Master’s and Ph.D.), and undergraduate seniors working on capstone projects into a single cohesive unit. The research lab should be a safe harbor where knowledge is actively passed down, and everyone grows collectively.

• Lean Support Operations (Minimizing Admin Load to Maximize Research): To empower our researchers to focus entirely on core innovation and technical development (early TRL phases), the college should develop an agile, dedicated administrative support structure. Handling paperwork, grant logistics, and procurement smoothly through specialized support staff minimizes the tedious administrative burdens placed on researchers.

• A Secure Lab Environment (License to Fail): We must cultivate an atmosphere where students and researchers feel safe pursuing ambitious, high-risk, high-reward questions. Treating failures along the way as essential “data collection and iterative learning steps” is the only way to build breakthroughs that create undeniable real-world impact.

Conclusion: “Go Together, Go Far”

An organization’s ultimate triumph never rests on a single individual racing ahead alone. It happens when we intentionally design systems, environments, and cultures that enable everyone to step forward together. Ngern Tid Lor proves that a deep, analytical focus on culture and people yields immense operational momentum. Concurrently, VISTEC proves that a clear vision backed by world-class infrastructure can propel local research to global standards.

Fusing a human-centric culture (People & Culture) with an optimized, friction-free research infrastructure (Facilities & Support) will be our defining stepping stone. By prioritizing these systems, we ensure that our faculty, staff, and students are fully equipped to build impactful innovations, learn with a deep sense of purpose, and scale new heights together… Because we firmly believe: “If you want to go far, go together.”