Kro travel : India's first ever autonomous travel orchestration platform

From One Painful Trip to a Live Ecosystem At 15, just after Class 10, Saksham Raj and his friend Rishu Kumar from Bihar Sharif faced a surprisingly simple problem: planning a family trip was unnecessarily difficult. They had to figure out where to stay, what to eat, where to go, how to travel between places, and how to keep everything within budget—often across numerous tabs and scattered sources. What started as their own frustration in August 2022 gradually became the realization that this was a problem many travellers faced. The search for a solution In March 2023, Saksham began actively searching for an existing product that could solve the problem end-to-end. Nothing seemed to do it the way they imagined. By August 2023, the decision was made: if the solution didn't exist, they would build it themselves. KRO Travel was born from that decision, with Saksham leading the product and technology direction and Rishu working heavily on operations and ground-level problems. Two years of groundwork From August 2023 to August 2025, the team spent nearly two years building their underlying travel dataset rather than simply depending on generic AI answers. They mapped information across 8,000+ cities/places, including 100+ cities and regions, while conducting local research and collecting ground-level information. The objective was simple: make travel recommendations more reliable and reduce the hallucinated or impractical information that generic AI systems could produce. During this period, the founders were still students. They invested their own earnings—including money from tuition and internships—into the project. What looked externally like a long period without a major launch was actually the foundation on which the later AI system was built. First market validation In September 2025, they tested whether people would actually pay for the solution. Before the sophisticated automated system existed, much of the workflow was manual. That early version generated approximately ₹25,000 in revenue within 10–15 days, providing the first meaningful market signal. The first beta followed in November 2025. Much of the work was still manual and user testing was underway, but the team generated approximately ₹7,500 in revenue in the first week without significant marketing. The manual workflow eventually became the foundation for an increasingly automated system. From data to AI By late 2025, the years of proprietary travel research had become part of the product's foundation. The system was trained and refined around the team's accumulated travel data, moving KRO from a manually assembled travel-planning service toward an AI-driven platform. In March 2026, KRO launched its AI itinerary planner with zero initial burn. A traveller could enter their destination, dates and budget and receive a personalized itinerary in approximately 20–40 seconds, bringing together the major components of a trip into one plan. Then the numbers started moving By Q2 2026, the platform had moved beyond an experimental product into a production-ready system. KRO recorded approximately 417K real web visits, averaging around 4,000 visits per day, while its broader visitor discovery reached approximately 2.27M visitors/engagement as represented in the performance data. During the peak campaign launch, KRO recorded approximately 100K visits on its peak day. The campaign itself produced approximately 4,800 unique visitors based on the distinct-IP measurement shown in the performance data, while 26 May was recorded as the biggest day of the period with 100k visit in single day. The scale was achieved with relatively lean infrastructure: approximately 10.4 GB of data served during the measured period. The performance data also shows Google Search organic discovery as a meaningful acquisition channel, with the reported impact metrics showing +3% and −1.5% movements. What sits underneath it The traffic is only one part of the story. Behind the product sits 8,000+ mapped cities/places, 100+ mapped cities and regions, and roughly two years of proprietary travel data collected before the system reached its current form. The product has also evolved from essentially 0 → 1 custom itinerary generation into a production-grade travel ecosystem with deep infrastructure, a tested AI model and real users. From two students to a company What began with two teenagers trying to solve their own travel problem became something much larger. Saksham continued driving the product and company while pursuing his CA studies, while Rishu continued handling operational execution. Later, an experienced technology co-founder joined the team, bringing additional international technology experience to the company. Today, KRO Travel is no longer an idea waiting to be validated. It has a live product, proprietary data, real usage, revenue, production infrastructure and a growing user base. The journey began with a simple question at 15: “Why does planning one trip have to be this difficult?” Four years later, that question has become KRO Travel—an attempt to turn fragmented travel planning into one intelligent, personalized system. From one painful trip to a live ecosystem.