Team Recall

Recall AI : The AI Copilot for the Next Billion Retailers The Problem: Data Darkness Across emerging economies, 400 million micro-SMEs—from corner "Kirana" stores to neighborhood "Warungs"—form the backbone of the local economy. Yet, they remain trapped in the analog age, operating entirely on pen and paper. We call this "Data Darkness." These business owners lose approximately 20% of their annual revenue due to preventable stockouts and product expiry, simply because they lack the tools to track inventory at scale. Existing software solutions fail them because they are too complex, too expensive, or require typing skills and digital literacy that these users do not possess. The Solution: Zero-Typing Inventory Management Recall is a "Camera-First" AI Copilot designed to bridge this digital divide. We have built a solution that requires zero typing and zero training. 1) Snap: The user simply takes a photo of their messy, handwritten ledger or a crowded product shelf. 2) Digitize: Using Azure AI Vision (OCR 4.0), we instantly extract unstructured text and numbers from these images, handling low-light conditions and vernacular handwriting. 3) Analyze: The data is processed by Azure OpenAI (GPT-4o), which acts as a reasoning engine. It understands context (e.g., distinguishing between "Milk" and "Milk Powder") and identifies critical stock shortages. 4) Act: Recall closes the supply chain loop by automatically drafting supplier orders via WhatsApp, the communication tool these business owners already use daily. Market Opportunity & Scalability We are unlocking an untapped $800 Billion market in the informal retail sector. Unlike competitors who focus on large supermarkets with expensive POS hardware, Recall is a cloud-native software solution built on Microsoft Azure. This architecture allows us to scale from 100 users to 1 million+ without significant infrastructure changes, ensuring accessibility for the most underserved business owners in the world. Our business model relies on a Freemium strategy to build trust, upselling a $5/month "Premium Copilot" for predictive analytics.

The Builder for the Invisible Economy I am a solo developer and innovator driven by a singular mission: to democratize AI for the underserved. As a "Full Stack" builder, I handle the entire product lifecycle—from architecting the Azure Cloud backend and training the GPT-4o prompts to designing the Inclusive UI for low-literacy users. My connection to this problem is personal. I have witnessed the struggles of local shop owners in my own community—neighbors who work 14-hour days yet struggle to grow because they lack digital tools. This "lived experience" drives my product philosophy: technology must be invisible, intuitive, and accessible. Being a solo founder allows me to move fast and build with deep empathy. I am not just coding an app; I am engineering a bridge to the digital economy for the next billion users. My goal is to bring 10,000 shops online in the next 12 months.