For Product Managers
Sales wants a new integration. Marketing wants a dashboard widget. The CEO just came back from a conference with a brilliant idea. Bandos is your shield — it turns every gut-driven request into a testable hypothesis and gives you the hard data to prioritise ruthlessly.
The HiPPO Problem
When a CEO or major client demands a feature, saying no without hard evidence is a losing battle. Bandos lets you rapidly spin up switch interviews and targeted surveys to test the actual demand behind any request. Instead of debating opinions in Slack, you walk into the next sprint planning meeting with an Ulwick Opportunity Score.
A feature that comes back with a score of 11 out of 100 does not need defending against — the market already answered. You stop being the blocker. The data is.
AI-powered dashboard overlay showing real-time teammate activity across all open tickets
Not worth pursuingUlwick Opportunity Score
Continuous Discovery
Proper continuous discovery usually means waiting weeks for a UX research slot. By the time the insights land, engineering is already halfway through building the wrong thing. Bandos puts the entire process in your hands — no research team required.
Build a live visual tree of user needs, attach potential features as solution branches, and see exactly which nodes have validated confidence and which need more evidence.
Select any branch and Bandos instantly generates a Mom Test-disciplined interview script targeting that exact assumption — no research background required.
ICE scores for every feature in the pipeline give you an objective ranking. Take that ranked list into sprint planning and let the data shut down the loudest voices in the room.
Reduce context-switching by surfacing the highest-priority open ticket automatically at session start
Validated — ship itICE Score — Impact × Confidence × Ease
The Evidence Engine
You do not have time to re-read hundreds of survey responses or rewatch messy user interviews. Bandos synthesises raw transcripts and feedback into clear, actionable metrics automatically.
The AI scores every feature in your pipeline using a custom ICE framework, weighing Impact and Viability against the actual evidence gathered from real users. The result is an objective ranked list of what is worth building — so you walk into backlog refinement with confidence, not a gut feeling.
Take back your roadmap
Give your product team the continuous discovery tools to validate every idea before a single sprint point is committed.
Related: Customer validation surveys · Product ideation tool · How Bandos works