Merox

The Inspiration

Important knowledge is often scattered across many places. Current tools can surface fragments but rarely capture the bigger story.

What it Does

Merox helps bring scattered information into context. Instead of just answering surface-level questions, it supports deeper understanding of ongoing situations.

How it Works

Merox takes in many different signals, condenses them, and allows more connected insights to emerge. It keeps adapting as new information comes in.

Challenges

Creating useful data was harder than expected.
Measuring quality was not straightforward.
Finding the right balance between detail and simplicity took iteration.

Accomplishments

Built a system that goes beyond retrieval.
Enabled continual adaptation without heavy costs.
Developed a flexible way to test complex scenarios.

What we Learned

Data quality matters most.
True understanding requires continuity.
Small additions can unlock big shifts in capability.

What’s Next

Trying it on real-world, messy data.
Exploring more natural ways to handle change over time.
Moving toward a proactive system that can surface opportunities and risks on its own.