We build AI-powered apps from the ground up — proprietary models, precise design, real products that ship.
Edgecase Labs is not an agency. We’re a product studio that builds, trains, and deploys AI-powered consumer apps from the ground up. We own every layer — from the neural networks to the pixels on screen. Currently shipping Acai, with more products in the pipeline.
We don't wrap APIs. We train and deploy proprietary AI models built for each product's specific domain.
Small team, zero bureaucracy. We move from idea to production in weeks — without cutting corners.
User data stays on-device wherever possible. When it can't, it's encrypted end-to-end. No exceptions.
We build our own products — apps we use ourselves. Every product ships because we believe in it.

Precision Nutrition Tracking
245 micronutrients, full macros, and weight tracking from a single food photo. Powered by our proprietary AI food recognition model — 3-4x more accurate than any generic vision API.
We’re training new models and building new experiences. Follow along as we ship.
Have a question, partnership idea, or just want to follow our journey? We typically respond within 24 hours.
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