Chat, product intent
You say what you want to exist. Magnet already holds the company: every department, system, function, persona, skill, and document, indexed and retrievable. It reasons from that, not from a blank page.
Context Engine
Five inputs, then retrieval against the company index. What comes back is scoped to this intent, scored, and cited. Every later stage reasons from these passages.
Retrieved for this intent
Deep Research
What the company knows is rarely enough. Magnet researches outside it too, then states each finding with its source and how much weight to give it.
Internal findings cite the company index. External findings cite what was read. Confidence is stated rather than implied.
Opportunity Engine
Research becomes an opportunity solution tree. Three execution paths come out of it, ranked, with the reasoning attached.
Three execution paths
Hover a path to mark the solutions it covers in the tree.
Product-to-Code Blueprint
Product, design, and engineering in one plan, with impact and rollback stated before anything is built. Nothing runs until a person approves it.
Human Approval Gate
Approve, edit, or reject. Rejecting is not discarding. It goes to Decision Memory and changes what gets recommended next.
Design
Screens come before code, drawn from the design system already in Figma. Magnet consumes the existing components and tokens rather than inventing new ones.
Design system
Screens are wireframes here. In a live system these are Figma frames written back into the file the design team already works in.
Engineering
Build the changes, verify them with a model held apart from the one that wrote them, open the pull request, then stop at the pipeline the team already approved.
Experiment
Shipping is not the same as being right. The change goes out behind an experiment, and the result decides whether it stays.
Decision Memory
Projected against realized. Every approval, edit, rejection, screen, and experiment result is embedded back into the company index, which is what the next intent reads first.
Written back to the index
Company context model
Search the index
Departments, functions, personas, skills
Sample organization. In a live system this graph is built from the systems already connected, not entered by hand.
Models and integrations
Every stage is routed to the model that suits it. Open weight and self hosted where the work is repetitive, frontier where the reasoning carries the outcome, and verification held apart from generation on purpose.
Routing
Connected systems
Sample routing and sample costs. Spend caps and fallbacks are enforced at the gateway, not per call site.