AI Lab: Shipped AI Products & Experiments

PRIVACY · APPLE INTELLIGENCE · iOS

NearLens (Smart Glasses)

Smart glasses such as Ray-Ban Meta can record people who never agreed to it. NearLens closes that gap. A privacy-first iOS app, it detects recording-capable eyewear over Bluetooth. Ask NearLens answers questions about your detection history, on Apple's on-device foundation models with zero server calls.

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NearLens - Smart Glasses (Mobile App - Apple Store)

AI GOVERNANCE · UX SYSTEMS

Reversion AI Framework

Reversion AI is a 6-step framework and practical planning canvas experience that makes reversibility a structural requirement in AI interactions. Every system action can be undone, audited, or redirected by the user at the interface layer, by design.

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Reversion AI Framework thumbnail showing a colorful 3D icon beside a dark UI preview.

API · PLUGIN · CLAUDE AI

PingBack

PingBack turns workshop boards into live facilitation systems. It connects to Mural and Miro, reads sticky notes, and uses Claude to generate one critical-thinking question per idea. Participants respond from their phones without interrupting the room, and an agent reads those signals to ask smarter follow-up questions. Most brainstorming sessions collect ideas. PingBack pressure-tests them.

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HCI · GENERATIVE AI · BEHAVIORAL SIGNALS

SpotDiary

SpotDiary maps remote work spots through four behavioral dimensions. Every check-in feeds a radar profile and an LLM that surfaces patterns the user never noticed about their own work habits. The spot is the input. The insight is the output.

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SpotDiary mobile app mockup shown in hand, with a restaurant setting in the background.

AI AGENT · NLP · BEHAVIORAL SIGNALS

Veltra (Signal Detection)

Veltra detects typing friction in real time (words per minute, idle time, backspaces, focus switches), and triggers proactive channel switching before abandonment happens. Behavioral signals, not explicit commands, drive the handoff logic.

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Veltra AI agent concept with a floating prompt bubble over an abstract glass interface.

NLP · COMPUTER VISION · HEALTHCARE AI

RX Reader

RX Reader uses computer vision and medical language models to interpret handwritten prescriptions and surface reliable medication information to pharmacists in seconds. Unclear handwriting is the input. Clinical confidence is the output.

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RX Reader healthcare AI thumbnail with a phone prescription scan and medical tools.

CODE · COMPUTER VISION · LLM

UX Wise AI

UX Wise AI combines vision models and LLMs to analyze UI screenshots and surface what code review never catches: UX flaws, accessibility gaps, behavioral drift, cultural mismatches, and privacy red flags. A reasoning partner that reads interfaces the way a senior designer would, and ships the audit in seconds.

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UX Wise AI thumbnail showing a document analysis interface with a purple AI icon.

PROMPT ENGINEERING · GUARDRAILS

Shard Protocol

Shard Protocol applies pre-execution prompt fragmentation, constraint mapping, and logic path validation to enforce safe, verifiable AI behavior. The protocol enforces what most AI interfaces assume: that intent was correctly understood before the model acted.

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Shard Protocol thumbnail with a laptop, code editor, and hackathon badge.

AI AGENT · APPLESCRIPT · API · HARDWARE

Clippy AI

Clippy AI connects ChatGPT to a physical keyboard via AppleScript, triggered by a single keystroke, in a 3D-printed prototype. One of computing's most mocked interfaces, rebuilt with a real brain. A provocation about what ambient AI assistance feels like when it is always one gesture away.

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Clippy AI keyboard concept shown beside a 3D robotic paperclip character.

GENERATIVE AI · PROMPT ENGINEERING

Re:Branded by AI Prompts

Re:Branded stress-tests AI as a creative partner in brand work. Built from over 200 curated prompts that explore a single identity across its full aesthetic range. The output proves what structured prompt engineering can do when applied with design discipline.

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HCI · CONVERSATIONAL DESIGN · DEMO

SmartEats

SmartEats is a concept for the AI Pin that replaces voice-based allergen detection with visual detection. Color-coded icons identify food intolerances in real time, making lunchtime safer and more independent in noisy public spaces. A design exploration proving that inclusive AI interfaces require intentional constraints.

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