After launching Kettaro, we spent time watching how people actually use it. The main issue wasn’t missing data, it was cognitive overload.

We added an interpretation layer on top of existing analytics:

A wallet “story” timeline built from sampled transactions across the wallet’s full history

A simple 0–100 wallet health score based on age, activity, risk exposure, diversity, and counterparties

Plain-English summaries for wallets and transactions

Lightweight PDF exports for sharing or record-keeping

Expanded chain coverage (now 11 networks)

The goal is to make on-chain analysis readable without removing technical depth.

Still iterating and very open to feedback from people who regularly inspect wallets or build similar tools.