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Industry
Health & Wellness Community
Mobile App

A private, moderated community app for healing, personal growth and peer support, built with AI moderation so a small team can keep a vulnerable community safe.

01

The starting point

Daniel O'Connor, a founder with an 18-year career in executive search and investment research, was building Our Space: a private, moderated community app for healing, personal growth and peer support.

It was a deliberate alternative to social platforms that leave people anxious, and it needed to be safe before it could be anything else.

The vision and the community thesis were there. The engineering capacity was not.

02

Where the work was actually breaking down?

A consumer community product carries a problem most founders underestimate: trust at scale. Open the doors to vulnerable people talking about mental health and growth, and the safety work starts on day one.

Member management and access controls

Private and open spaces need working rules about who can see and post what.

Moderation on every upload

Every photo and video a member shares has to be checked, with a small team.

Partner communities

Partner organizations needed a way to run their own communities, all before there was revenue.

No engineering capacity

The team had the vision and a part-time CTO, so build capacity and the safety layer were where the work was breaking down.

The product's promise depends on the safety layer, so it could not be left for later.

03

What Singular built

We delivered Our Space in agile sprints from January 2025 to mid-2026.

Community engine — Members, groups, discussion threads and posts, with access and locking flows for private and open spaces.

AI content moderation — Video posting to Supabase with AI-driven video and image moderation, so a small team can host a safe space at scale.

Partner communities — Infrastructure for influencer and organization-led communities.

Growth plumbing — Device-aware universal deep links powering share flows and Meta ads.

Admin surface — A Firebase-hosted admin hub plus public policy pages.

We treated the visible interface, the operating workflow, and the underlying data model as one system, coherent for members and practical for the team running it.

A full community platform live in production, with a beta launched in summer 2025.

Evidence

What it produced

Documented delivery

A full community platform live in production: beta launched summer 2025, with 18 months of continuous delivery.

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Common Questions

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Who did this work

About Singular

Every case study on this site documents work delivered by the Singular team. We publish them under the company rather than under an individual byline, because the engagements are run by a team and the company is what stands behind the claims.

Singular InnovationSt. Petersburg, FLClient: Our SpaceDiscipline: Mobile AppClient type: BusinessRecorded outcome: AI-Moderated CommunityDelivered by: Singular Innovation
Our Space — Case Study | Singular