Not sure which dashboard or celestial transformer you need? Start here. Tell us what you're trying to do, we'll point you to the right wavelength.
Assign resources (people, rooms, machines) to time slots or tasks without overlaps.
Choose minimum number of locations (hospitals, sensors, stores) to serve all demand points.
Visit multiple locations exactly once and return to start, minimising travel distance/time.
Determine whether a set of logical clauses (policies, regulations, constraints) can all be true simultaneously.
Choose a small set of items (people, documents, features) that collectively cover all required attributes.
Find a path that goes through every node in a network exactly once (no return to start required).
Select a subset of numbers (values, amounts) that sum exactly to a target total.
Identify the largest subset of individuals who all trust each other (a clique in a trust network).
Partition a set of items into groups that exactly cover the universe with no duplication.
Build a network (tree) that connects a set of required nodes, possibly adding intermediate hubs.
Not sure which solver fits your data? Upload a sample and get a celestial wavelength analysis.
Explore the spectral similarity between health, politics, economics, academia, etc.
Match your real‑world problem to one of the celestial transformers.
Each transformer corresponds to a planetary frequency (Mercury, Venus, Saturn, etc.).
Use the solver directly or go to a symphony dashboard for domain‑specific insights.