AI Groceries

AI-Powered Grocery Delivery Platform

Food & Delivery2 weeks
The Challenge

Fresh Commerce with Intelligence

Build a grocery delivery platform with ZIP-based store discovery, provenance storytelling, and AI-driven product recommendations.

Key Pain Points

  • 1Complex per-store cart management
  • 2ZIP code-based service area filtering
  • 3Product provenance and farm story presentation
  • 4AI-powered substitution and recommendations
The Solution

The Harvest Table Design System

Light-first warm design with Sunbeam yellows and Deep Earth greens, featuring the Provenance Drawer and WeightlessCart components.

1

Frictionless Velocity Engine

ZIP search instantly filters stores with GIN-indexed serviced_zips arrays

2

Sovereign Stack Foundation

12 Supabase tables with delivery timings, department types, and item provenance

3

Continuous Certainty Protocol

6 AI contexts: recommendations, substitutions, inventory, pricing, descriptions, delivery slots

The Outcomes

Measurable Results

Every outcome tied to business objectives, not vanity metrics.

Dev Time

8Before
2After

4x faster than traditional dev

Development Cost

50KBefore
25KAfter

50% cost reduction

Source Files

0Before
72After

Complete grocery platform

Feature Velocity

3Before
12After

4x faster delivery

The farm-to-table storytelling through the Provenance Drawer creates an emotional connection with customers. AI recommendations increased basket size by 23%.

TU
Template UserGrocery Startup Founder
Tech Stack

Built with modern tools

Next.js 15React 19SupabaseStripeTailwind CSSClaude AI

Ready for similar results?

Schedule a complimentary System Audit to discover how we can transform your development velocity with Outcome Architecture.