RouteMe.AI

RouteMe.AI — Wayfinding through the camera

The consumer-facing RouteMe app — route discovery, camera permissions, AR guidance and on-route assistance — redesigned for speed, clarity and safety in motion.

Role
Lead Product Design · AR Experience
Team
RouteMe.AI founding team
Years
2025
Industry
AI · Navigation
Headline result
AR

Turn-by-turn guidance anchored in the camera view — the consumer half of the RouteMe wayfinding system, redesigned end to end.

The consumer-facing RouteMe app — route discovery, camera permissions, AR guidance and on-route assistance — redesigned for speed, clarity and safety in motion.
Primary surface
Fig. 01

[ The problem ]

Indoor navigation fails where GPS gives up — hospitals, campuses, airports. RouteMe answers with AI and AR, but an AR interface used while walking has zero tolerance for clutter or ambiguity. The consumer app had to feel fast and safe for someone moving through a complex building, holding a phone up to the world.

[ Goals ]

Frictionless entry — camera and motion permissions that ease people in. Anchored guidance — an arrow and markers that live in the environment, not on a map. Minimal load — timely cues that support natural movement. A closed loop — help and feedback without leaving the route.

    Approach

    The redesign followed the journey itself: discovery, permission, guidance, arrival. Permissions were treated as onboarding rather than an interruption — simple, readable screens that explain why the camera matters. The AR view puts a directional arrow and route markers directly in the user's environment, tuned for legibility and motion safety. Turn indicators and cues arrive when needed and stay out of the way otherwise. And the loop closes with an AI chat assistant for on-route questions plus a lightweight feedback flow that feeds route accuracy back to the system.

    [ Scope and constraints ]

    What I owned
    Constraints
    How it was tested

    [ The work ]

    The surfaces.

    BeforeAfter
    1

    Permission flows

    Ease users into camera mode without friction or doubt.
    Objective

    Ease users into camera mode without friction or doubt.

    Process

    Simple, readable screens that explain the why before the ask — camera and motion handled as onboarding, not interruption.

    Outcome

    Safe, frictionless onboarding into AR.

    routeme-ar-app
    2

    AR guidance

    Anchor direction in the real environment.
    Objective

    Anchor direction in the real environment.

    Process

    A directional arrow and route markers overlaid in the camera view, tuned for clarity, legibility and motion safety.

    Outcome

    Navigation that reads at a walking pace.

    routeme-ar-app
    3

    Directional prompts

    Support natural movement through complex indoor paths.
    Objective

    Support natural movement through complex indoor paths.

    Process

    Timely turn indicators, markers and cues with a deliberately minimal UI that stays out of the way between decisions.

    Outcome

    Less cognitive load, fewer wrong turns.

    routeme-ar-app
    4

    Assistant & feedback

    Close the loop beyond directions.
    Objective

    Close the loop beyond directions.

    Process

    An AI chat assistant for on-route questions plus a lightweight feedback flow that feeds accuracy back to the system.

    Outcome

    Instant answers for travelers, better routes for everyone after them.

    routeme-ar-app

    [ The system underneath ]

    [ Results ]

    AR | Guidance anchored in the camera view 4 | Flows, permissions to arrival 1 | Assistant on the route, not outside it

    Navigation feels held-up-to-the-world rather than read-off-a-map: an arrow in the hallway, a marker at the turn, and help one tap away when a route gets confusing. The feedback flow does double duty — travelers get answers instantly, and RouteMe gets the signal it needs to keep improving route accuracy and AR cues.

    What I carry forward

    Designing for people in motion sharpened a rule I now apply everywhere: every element that is not helping right now is in the way.

    ← All work

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