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Role: Founder, Lead Designer & Developer | Timeline: Jan 2025 – Present | Status: Launched on App Store April 2026
Foodbe is a Sentient Design product — an intelligent interface where three expert AIs adapt to each user's question in real time. Built with three-persona agent orchestration, MCP-aware routing, and a truth-gated architecture that constrains LLM output to verified facts — vertical-agnostic and applicable to healthcare, legal, finance, hospitality, and retail.
Food content online is broken. Recipe sites are SEO-bloated. Nutrition advice is contradictory. The current AI landscape retrieves truth from sources that may or may not be correct. GPT, Claude, and similar tools disclaim their errors and walk away. The user is left to fact-check answers that sound authoritative but aren't.
I wanted to build something different: an AI platform that manufactures verified truth instead of retrieving it. Every answer grounded in hand-curated knowledge units — anchors, citations, scoring rubrics — verified before they ever reach a user. I call it Gated Truth Architecture.
The goal: give anyone with a phone access to food intelligence that's as rigorous as a nutritionist, a food historian, and a Michelin-level chef — without the paywall and without the hallucinations.
Three expert AI personas, each with a defined scope: Neuro (nutrition science), Oracle (food history and culture), and Chefy (culinary technique). Every response is generated through a fine-tuned GPT-4.1-mini model trained on 10,000+ hand-curated seeds — knowledge units with strict schema, verified citations, and scoring rubrics.
Users ask a question. The system routes it to the right persona, grounds the answer in verified seeds, and delivers a response with traceable sources. No hallucinations. No hedging. No disclaimers that shift the burden back to the user.
Foodbe also delivers insights at the point of decision — not after. When a user is choosing what to buy, cook, or eat, that's when verified food intelligence matters most. The platform is built to surface the right answer at the right moment in the food-buying process.
The same architecture powers the Foodbe Brain API — giving other developers and platforms access to the same verified food intelligence through 8 simple endpoints.
