A clear problem. A considered interface. A working system whose behavior you can inspect.
Start with the work people are doing today: the incoming documents, decisions, exceptions and handoffs. A useful brief identifies an owner and a measurable failure. “Use AI” is a technology preference; “stop approving invoices before quantities are received” describes a product boundary.
Separate facts, estimates and decisions. Catalogue prices, capacity constraints and approval authority belong in deterministic rules. AI can interpret an unstructured input or propose a next step, while the software checks the proposal against the agreed boundaries.
The interface should help a person understand the current state and act with confidence. In an immersive experience, spatial interaction explains scale, composition or a physical relationship. Clear text, keyboard controls and mobile layouts carry the same essential information.
A useful system persists its records, controls who can change them and handles a retry without duplicating work. We build a focused end-to-end path, then inspect the actual file, response or executed result. A successful button animation is not the acceptance criterion.
Exercise the central workflow in the browser and at the API boundary. Include stale edits, invalid inputs, unavailable services and recovery. Report which evidence came from real execution and which assumptions still need a customer environment.
Keep operational instructions with the source: how to start it, configure a provider, run checks and restore data. After a real deployment, measure the result against the original baseline. Use those findings to choose the next scope rather than treating a launch as proof of business impact.
Fifteen independent applications document the problem, workflow, implementation and observed results.
Explore the work