An innovative dating CRM that integrates AI
What we accomplished
- Defined and structured a a dating CRM for managing romantic relationships.
- Integrated AI to deliver personalized insights, summaries, and coaching guidance.
- Designed and implemented Bond.AI chat, enabling contextual conversation support across user-added data.
- Architected an intuitive UX for adding, organizing, and reflecting on dynamic relationship inputs—text, media, voice.
Challenge
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.
Concept
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.
Solution
MetaCTO’s solution involved designing and developing a mobile-first dating management platform with seamless UX, robust data handling, and integrated AI features.
Product Strategy & UX
Defined user flows, data hierarchy, and core interactions to support relationship tracking, reflection, and insight delivery.
Mobile App Development
Built a cross-platform mobile experience using scalable architecture to support profile creation, voice memos, media uploads, and AI chat.
AI-Powered Insights
Integrated a conversational AI assistant to provide personalized dating tips, conversation summaries, and behavioral analysis.
Media & Voice Integration
Enabled users to upload screenshots, videos, and record voice notes—all synced to individual Bond profiles.
Scalable Data Infrastructure
Structured a flexible backend to store relationship history, emotional context, and real-time inputs for future extensibility.
Ongoing Development Support
Positioned the platform for future growth with modular design, AI extensibility, and support for premium features like coaching and reporting.
Results
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:
- Product Definition
Successfully transformed an abstract concept into a fully scoped and user-validated MVP.
- AI Integration
Seamlessly layered AI functionality into the product, enhancing coaching, summarization, and reflection features.
- Client Readiness
Delivered a polished prototype and scalable infrastructure ready for user testing, investor outreach, and go-to-market strategy.
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Customer Satisfaction
Users praised the platform for its real-time interactions, AI corrections, and overall learning effectiveness.
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