Case Study · Fractional CTO · Travel Technology

Accelerating Travel Tech Operations & Strategic Partner Integrations

As Fractional CTO for Porter, a VC-backed personalised holiday booking startup, CookieOnline led technical strategy, established agile workflows, managed high-stakes integrations with Booking.com and HotelBeds, and designed modular APIs powering personalised destination recommendations.

Executive Summary

When fast-scaling startups integrate with global enterprise platforms, technical complexity and operational friction can quickly stall growth. As Fractional CTO for Porter, a VC-backed personalised holiday booking startup, CookieOnline led the technical strategy, established agile workflows, and managed high-stakes integrations with global travel suppliers like Booking.com and HotelBeds.

By modernising tech operations, motivating the internal team, and acting as a bridge between commercial leadership and complex technical partners, CookieOnline helped establish robust system foundations, boost team productivity, and deliver critical enterprise integrations.

To support rapid scaling, CookieOnline also integrated Google APIs to power personalised destination recommendations (“Things to Do”) and architected the platform into modular, “Lego brick” API services. This decoupled setup helped keep the system scalable and easy to extend as commercial demands grew.

The Challenge: Complex Partner Ecosystems Meet Rapid Startup Growth

Scaling a consumer travel platform requires connecting complex, real-time inventory systems from major international partners while keeping the product flexible. For Porter, the key challenges were:

  • High-stakes integrations: Connecting seamlessly to major global booking APIs such as Booking.com and HotelBeds demanded rigorous technical standards, reliable system uptime, and clear technical communication.
  • Enriched personalisation: The platform needed to deliver tailored holiday recommendations by dynamically combining rich destination data, user preferences, and local activities.
  • Monolithic bottlenecks: Without modular architecture, adding new features or supplier sources risked making the system rigid, brittle, and expensive to update.

The Solution: Modular “Lego Brick” Architecture & Fractional CTO Leadership

CookieOnline stepped in as Fractional CTO to guide technical strategy, optimise internal workflows, and manage key partner relationships end-to-end:

  1. Strategic partner integrations: Took hands-on ownership of technical collaborations with Booking.com and HotelBeds, ensuring robust architecture and seamless data flow.
  2. Personalised destination enrichment: Integrated Google APIs to dynamically fetch and display tailored “Things to Do” based on individual user profiles and holiday preferences.
  3. Modular “Lego brick” API architecture: Re-architected core platform services into standalone, plug-and-play APIs, including the “Things to Do” engine. This decoupled setup made it easier to swap, scale, or extend features without disrupting the rest of the application.
  4. Agile workflow and team leadership: Embedded modern agile methodologies across tech operations, reducing delivery bottlenecks while mentoring developers and improving team productivity.

The Business Impact

  • Modular, scalable foundation: Transformed core services into flexible “Lego brick” APIs, making future features faster to build and easier to deploy.
  • Enriched customer experience: Enabled personalised, profile-driven destination activity feeds powered by Google APIs.
  • Global partner integrations: Successfully launched and maintained critical booking integrations with global travel suppliers.
  • Increased team productivity: Agile practices streamlined development cycles, reduced engineering friction, and improved feature delivery speed.

Client Endorsement

“Miles excelled as a CTO at Porter, expertly guiding technical strategy and managing high-profile projects, such as integrations with key partners like Booking.com and HotelBeds. He implemented Agile methodologies, significantly enhancing our tech-operations and helping to boost productivity. Miles is a proactive leader, great at motivating and developing teams. His impact on the company has continued, currently operating in a strategic role advising on tech strategy. Miles is a great communicator, making any team better!”

Gary Piazzon
Founder & CEO, Porter; now Head of AI Product at TourHub

Back to the homepage