HontoFlow V2
Lets you focus while keeping the full picture.
HontoFlow V2 is built with one goal: to act as your expert partner. It delivers the specific answers you need - tailored to your role - while keeping the full depth of the case. You don’t adapt to the data - HontoFlow adapts the view to your question, provides the relevant background, and helps turn insight into action.
Just as a 360° camera lets you select the angle after the action, HontoFlow V2 allows you to define your focus after the task is complete. You can change the view as needed - zooming in on specific data points or panning out for the bigger picture.
To make this possible, HontoFlow V2 includes a complete rethink of multi-agent patterns. Driven by our new Spotlight Engine and Late Context Binding strategy, this architecture has emerged as a natural way to integrate non-text information - allowing us to treat data, visualizations, and images with the same depth and flexibility as text.

The way to the 360° AI-Lens Engine
While sophisticated data analysis is common, interpreting results correctly remains difficult - especially under time pressure and across different roles and perspectives. Data is often reduced to a chart, a title, and a few sentences, leaving too much context unread. Early on, we explored AI as a way to reduce these barriers. The idea was simple: make dashboards something you can talk to - asking for context, verifying interpretations, and changing views without rebuilding everything. By combining context-aware AI with interactive visualization, this thinking evolved into what is now the 360° AI-Lens Engine, fully generalized in V2 and integrated into our products - forming the foundation for our industry collaborations.

