FAQ
Trust comes from clarity more than volume.
These answers focus on how the workspace behaves in the moments that most affect confidence and conversion.
Do you only build software?
No. mangoX connects SaaS products, retail operations, and AI-enabled hardware. A project can start on one surface and expand only when the operating case is clear.
Can our online, store, and device systems share the same data?
Yes. We define a shared system of record, integration boundaries, and permissions so every surface can use the same trusted operating context.
Can we start with a pilot before a larger rollout?
Yes. The delivery model is designed to prove one complete loop first, measure it in a real setting, and scale from evidence rather than assumptions.
How are credits calculated?
Each chat or tool action shows an estimated credit cost before it runs, and the completed result also shows the final consumption.
Does changing models affect previous chat history?
No. Model changes apply to the next generation only and do not rewrite existing messages inside the conversation.
Can I upload files directly in the workspace?
Yes. The tools runtime is designed around uploads like PDFs and keeps validation, progress, and results in one stable flow.
What happens when I run out of credits?
The task surface explains the shortage inline first. If you actively continue, the workspace then offers the shortest path to upgrade or top up.