CHANCE AI
Where real people meet through authentic AI matching.
Year
2025
Category
Dating
Platform
iOS & Android
Client
Chance.ai
Timeline
20 Weeks
Services
AI/ML & Mobile development
Outcome
Live on App Store & Play Store
What problem were we solving?
Dating apps struggle with fake profiles, weak compatibility, unsafe communication, and shallow swipe-based matching. CHANCE needed a scalable solution that improves authenticity, safety, and match quality.
Chance.AI smart matching interface with AI compatibility insights
Scope of Our Work
A comprehensive overview of the strategic planning, design, and development activities undertaken to deliver the complete solution.
Research
Analyse dating trends, user expectations, and competitors to shape CHANCE's AI-driven, video-first experience.
User Experience (UX)
Design simple, safe user flows covering signup, AI interview, video reels, matching, and chat unlock.
User Interface (UI)
Create clean, modern, brand-aligned screens with a consistent design system across all modules.
Prototype
Build interactive prototypes to validate AI onboarding, matching flow, and subscription journeys.
Development
Develop a scalable mobile solution integrating AI logic, video processing, matchmaking, subscriptions, and moderation.
How we approached the build
Discovery & Scoping
We worked with behavioral psychologists and data scientists to define the matching algorithm framework.
Architecture Design
Built a real-time ML pipeline with privacy-preserving federated learning architecture.
Build & Iterate
Developed the AI model alongside the app, iterating on match quality with beta user data.
Launch & Handover
Closed beta launch with continuous model training and performance monitoring dashboards.
Project Timeline
From discovery through to launch, every sprint was structured around building a privacy-first AI matching engine, real-time messaging, and a seamless dating experience across both platforms.
Weeks 1–3
Research & AI Foundations
User research, competitor analysis, AI concept planning.
Weeks 4–6
UX & UI Design
User flows, wireframes, high-fidelity UI design.
Weeks 7–9
Core Setup & Onboarding
Backend setup, authentication, user onboarding.
Weeks 10–12
AI Video & Matching
AI interview processing, video reels, matching logic.
Weeks 13–15
Chat & Engagement
Consent-Based Match and chat, messaging.
Weeks 16–17
Monetization
Subscriptions, Boost feature, payment integration.
Weeks 18–19
Testing & Security
Testing, performance optimization, security checks.
Week 20
Launch Prep
Final review, optimizations, deployment readiness.
What we built and how it works
AI-Generated Video Profiles
A 5-question AI interview converts raw video answers into polished profile reels, ensuring an authentic and trustworthy representation of users.
Consent-Based Match & Chat Flow
Users can connect only after mutual acceptance, creating safer, more meaningful conversations without unwanted messages.
What do you enjoy doing?
Find Your Match
A quick otter-led interview that builds your profile.
You met by chance, matched by choice.
The Final Product
What happened after launch
0%
Higher Match Quality Score
0.5x
Longer Conversations vs Industry
0%
Beta User Satisfaction
Business Impact:
CHANCE delivers a human-first dating experience powered by AI video profiles and intentional matchmaking, resulting in higher trust, deeper engagement, and stronger user satisfaction.
Improved Outcomes:
Higher-quality matches, safer interactions, increased retention, and stronger premium conversions through Boost and subscription plans.
Foundry 5 did not just build an app, they helped us rethink how people connect. Their AI expertise and product thinking were exactly what we needed to bring Chance.AI to life.
Olivier - CEO of Chance.ai
