Production RAG: run evals before you ship to customers
Retrieval quality, citation coverage, and regression suites matter more than model choice. Here is the eval ladder we use before any copilot touches production traffic.
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Production-grade platforms we implement and integrate—aligned with your cloud, security, and compliance requirements.
Research, flows, UI, and design systems with dev-ready specs—so build cycles shorten and task success goes up.
Discovery and journey mapping
Wireframes and tested prototypes
Design systems and component specs
Developer handoff and pairing
Complex B2B, regulated, and multi-role products need clarity in flows—not polish alone on top of confusion.
Clinical and patient journeys with accessibility and safety reviews.
Complex financial workflows with trust and compliance UX.
Dispatcher and operator consoles with dense data done right.
Onboarding, activation, and in-app patterns that scale.
Checkout, catalog, and loyalty experiences that convert.
Learning paths and admin tools educators adopt.
Accessible citizen services and form-heavy flows.
Operator panels and shop-floor friendly mobile patterns.
Product design, systems, and research across web and mobile—with handoff engineers actually use.
Research, iterate, validate, and specify—so engineering starts with confidence, not guesswork.
Understand users, jobs-to-be-done, and constraints—align metrics for success.
Explore flows and UI in Figma with critiques and feasibility checks.
Test prototypes with target users; refine before high-effort build.
Deliver specs, tokens, and pairing sessions so implementation matches intent.
Common questions about UI/UX design and design systems.
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Practical notes on architecture, delivery, and shipping software your team can operate—not generic consulting filler.