All applications
Research-to-Decision Tool

Kindergarten Finder

A decision-support app that turns scattered school information into a structured, searchable, mappable, and comparable view.

Search workspace

A real-world search problem becomes structured.

Filters, fees, district, session, and school attributes are made searchable in one interface.

Kindergarten Finder front page showing search, filters, and structured kindergarten result cards.
School detail

Each option gets decision context.

A school page keeps the facts needed for comparison close to the selection workflow.

Kindergarten Finder detail screen showing school attributes, fees, and decision information.
Side-by-side compare

Comparison is the final product.

Shortlisted schools can be compared directly across attributes that matter to the family decision.

Kindergarten Finder comparison screen showing selected schools compared side by side.
Core value

What this system proves beyond the screenshot.

Uses AI-assisted research to turn scattered school information into a structured decision dataset.

Maps everyday search intent into usable filters such as district, session, fees, language, and school attributes.

Moves from search to shortlist to comparison, which proves the workflow supports a real family decision.

Capability it proves

AI-assisted research and decision tooling — turning a scattered real-world domain into a structured, searchable, comparable tool.

Delivery Evidence
64-school structured datasetNatural-language to structured filter searchMap, dashboard, and comparison workflowFavorites and registration checklist
Stack
Next.jsCloudflare WorkersMulti-agent researchFramer MotionOpenNext