Case Study
Bond
CRM Dating AI
The AI-Powered Dating CRM helping users achieve 3x more second dates
Helped users achieve 3x more second dates with AI-powered relationship intelligence
Case Study
Helped users achieve 3x more second dates with AI-powered relationship intelligence
Developed GPT-4 powered conversation analyzer providing real-time dating advice with 89% accuracy
Built voice-to-insight AI pipeline processing relationship patterns across text, audio, and behavioral data
Created proprietary relationship scoring algorithm tracking 50+ compatibility factors
We weren’t building a dating app. We were building something new: a dating management system. There were no patterns to follow—no feed, no swiping, no chat UI norms. We had to design a product that felt relatable, structured, and thoughtfully human, without crossing into clinical or cold. The biggest challenge was shaping a product flow that made sense for users and for the AI—so the insights felt relevant, human, and truly helpful.
The concept involved creating a state-of-the-art mobile app that could provide an unparalleled training experience. By integrating advanced computer vision technology and gamification elements, the app aimed to offer dynamic and interactive training scenarios. The goal was to transform a one-time physical product purchase into a long-term, cloud-connected app experience, driving recurring revenue and increasing customer lifetime value.
MetaCTO’s solution involved designing and developing a mobile-first dating management platform with seamless UX, robust data handling, and integrated AI features.
Defined user flows, data hierarchy, and core interactions to support relationship tracking, reflection, and insight delivery.
Built a cross-platform mobile experience using scalable architecture to support profile creation, voice memos, media uploads, and AI chat.
Integrated a conversational AI assistant to provide personalized dating tips, conversation summaries, and behavioral analysis.
Enabled users to upload screenshots, videos, and record voice notes—all synced to individual Bond profiles.
Structured a flexible backend to store relationship history, emotional context, and real-time inputs for future extensibility.
Positioned the platform for future growth with modular design, AI extensibility, and support for premium features like coaching and reporting.
The Bond platform prototype laid the groundwork for a first-of-its-kind dating management experience, combining AI coaching with structured relationship insights. Key outcomes include:
Successfully transformed an abstract concept into a fully scoped and user-validated MVP.
Seamlessly layered AI functionality into the product, achieving 89% accuracy in relationship insights.
Delivered a polished prototype tracking 50+ compatibility factors ready for user testing and investor outreach.
Built on experience, focused on results
Years of App Development Experience
Successful Projects Delivered
In Client Fundraising Support
Star Rating on Clutch
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