AI Micro-betting Platform
Designing for AI and ML systems
How to define the product vision for an AI ML-driven real-time micro-betting app - complete with integrated live streams.
Case study
Building Long-Term Vision into Iterative Strategy
As Luckbox expanded beyond esports betting, a key risk was that the team would release an MVP based on the standard "template" casino interfaces common across the industry, which might constrain the future growth of the product.
To address this, I defined a "north-star vision" design and shared it across product, design, engineering and leadership before development had begun.
Launch version of the casino (left) and later iteration (right) showing increasing complexity around curation, personalisation and navigation
As Luckbox expanded beyond esports betting, I undertook to define the product vision for a truly brand-aligned casino platform.
Facing commercial pressure to launch a casino vertical, a key risk was that the team would release an MVP based on the standard "template" casino interfaces common across the industry.
While fast to implement, these products can be difficult to evolve into differentiated experiences post-launch.
To address this, I defined a "north-star vision" for our ultimate casino design before development had started and shared it across product, design, engineering, and leadership.
This ensured the MVP would be understood as a stripped-back version of a larger product vision, rather than the starting point of a generic casino product.
The first release shipped as a simplified version internally referred to as "Casino v0.1", providing a functional foundation while allowing the platform to evolve toward the long-term vision of "Casino v2.0".
Casino platforms typically contain thousands of games from multiple providers, often resulting in interfaces dominated by large game grids and minimal discovery tools.
At the same time, the team needed to move quickly to launch a new revenue vertical, which meant working within tight timelines and third-party platform constraints.
The challenge was to balance speed to market with a more intentional product direction.
Casino v2.0 explored how the Luckbox casino could move beyond a traditional lobby model toward a more structured and discoverable experience. The concept focused on:
While Casino v2.0 established a long-term vision, the reality of the launch required a more pragmatic approach.
Tight timelines and technical constraints meant the team needed to prioritize a simplified first version of the casino experience.
Internally referred to as Casino "v0.1", the initial release focused on the core fundamentals required to bring the product to market, while the naming convention reinforced the idea that this was not just an isolated MVP - it was the first step to our final vision.
This version provided stable integration with casino game providers, a functional browsing experience, and reliable access to gameplay. While simpler than the vision concept, it created a solid foundation on which the product could evolve.
“The challenge was to balance speed to market with setting a more intentional long-term product direction.”
PR image of the casino was shared along with a launch video aimed at investors
Although Casino 2.0 was not implemented directly, it played an important role in shaping the product’s evolution.
The concept provided a shared reference point for design and product decisions as the casino platform developed. Rather than treating each improvement as an isolated change, the team could evaluate new features against the broader vision for the experience.
This helped ensure that incremental improvements—such as enhancements to game discovery, browsing structure, and interaction patterns—moved the product steadily toward a more cohesive and refined casino experience.
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