Machines triage, people judge
The classifier scores and labels everything first, so reviewers spend their time on the genuinely ambiguous. The queue reports its own accuracy, which is what stops automation quietly becoming the policy.

Community at enterprise scale.
White-label social and community technology for engagement at scale — feeds, messaging, moderation, and creator tools on a secure, high-throughput core.
Real screens from the product — the views your team would work in day to day.
Figures from the demo environment, shown in the screens below
Every queued item arrives already scored by the classifier and labelled against a policy, alongside auto-resolved rate, median action time, false-positive rate, and how the queue and the reviewers on shift are loaded.

Monthly active members, feed latency at the 95th percentile, thirty-day retention and posts per day sit over a daily engaged-members chart and a breakdown of the top communities.

2 screens from the product, and what each one is actually for.
The classifier scores and labels everything first, so reviewers spend their time on the genuinely ambiguous. The queue reports its own accuracy, which is what stops automation quietly becoming the policy.

Retention and posting volume sit next to feed latency, because a community that slows down stops growing. One view links the experience to the engagement it produces.

The problems we hear most from teams in this space — and what changes once Social Media Platform is in place.
Building feeds, messaging, notifications, and moderation from scratch burns a year before the first post. A white-label core ships those primitives on day one, leaving your team to build the part that is actually differentiated.
Manual review breaks down the moment volume grows, and unmoderated communities churn fast. Automated classification, escalation queues, and reviewer tooling triage the bulk so human moderators spend their time on genuine edge cases.
Naïve timeline queries degrade as the graph grows, and slow feeds kill retention. A fan-out architecture with tiered caching holds sub-second feed loads whether the community has ten thousand members or ten million.
User-generated content brings regulatory exposure most stacks bolt on too late. Consent management, age assurance, reporting workflows, data-residency controls, and takedown audit trails are part of the core, not an afterthought.
The full capability set, grouped so you can find the part that matters to your team.
Get your hands on it in a hosted demo workspace, or have a consultant walk you through it — whichever suits how you evaluate.
Request access and we'll provision a personal Social Media Platform demo workspace — a 7-day trial, with your access details sent to your email, usually within one business day.
Prefer a guided tour? Leave your details and a consultant will set up a short walkthrough — usually within one business day.