AI & Software for Social Networking
Communities that grow. Platforms that scale.
We build social platforms, community tools, and AI-powered content systems for consumer startups, enterprise community platforms, and creator economy companies — from MVP to millions of users.
Industry challenges we solve
The real problems, not the ones that look good on slide decks.
Content moderation at scale
User-generated content grows faster than human moderation teams can review. Harmful content left up damages trust; over-moderation damages engagement.
Feed ranking and personalisation
Chronological feeds fail to surface the content that keeps users coming back. Effective ranking requires real-time ML on user behaviour signals.
Creator monetisation
Retaining top creators requires giving them monetisation tools and audience analytics that they can't get on larger platforms.
Spam and abuse
Fake accounts, spam, and coordinated inauthentic behaviour degrade community quality. Detection needs to stay ahead of evolving tactics.
How we help
Proven solutions built on modern AI and software engineering, not off-the-shelf tools repackaged.
AI Content Moderation
Multi-modal classifiers for text, image, and video that detect harmful content, spam, and policy violations at scale — with human review queues for edge cases.
Feed Ranking & Personalisation
Real-time ML ranking models that balance engagement, diversity, and creator reach — updated continuously from user interaction signals.
Creator Analytics Platform
Audience insights, content performance, and growth analytics that give creators the data they need to build their audience.
Engagement & Notification AI
Smart notification systems that surface the right activity at the right time — increasing re-engagement without notification fatigue.
Community Health Monitoring
Network-level analysis detecting coordinated inauthentic behaviour, emerging toxic communities, and platform health trends.
Real-Time Event Infrastructure
WebSocket-based real-time messaging, live activity feeds, and notification delivery at millions of concurrent users.
Results from the field
Concrete outcomes from real deployments, not illustrative scenarios.
85%
moderation coverage
AI moderation system handles 85% of content review without human review
Multi-modal classifier covering text and images — maintaining 94% precision and dramatically reducing moderation team workload.
40%
DAU increase
ML feed ranking drives 40% increase in daily active users
Personalised content ranking replacing chronological feed — A/B tested over 6 weeks before full rollout.
3x
creator retention
Creator analytics dashboard triples creator retention on platform
Audience insights and content performance data giving creators the feedback they need to grow.
Technologies we deploy
Real-Time
AI / ML
Backend
Infrastructure
Related industries
Building a community platform that needs to scale?
We've built content moderation, feed ranking, and real-time infrastructure for platforms from launch to millions of users.
No commitment to start · NDA available on request · Senior engineers only