[ INTEGRATIONS / CONNECTED STACK ]
Your gym data, fully connected — not siloed.
Posibl pulls wearable readiness signals, streams coaching video, fires background jobs on a schedule, and keeps health data private and exportable — all without a third-party middleware layer.
[ BACKGROUND JOBS / INNGEST ]
Inngest drives every scheduled and event-triggered background job — readiness scoring, churn risk computation, AI intervention drafting, and social triggers — so the platform is always up to date when a coach or athlete opens the app.
Garmin and Apple Watch sync overnight. Subjective check-in fires at 06:00 local time.
The scoring engine aggregates every signal into a 0–100 readiness score, stored before the first session of the day.
A second Inngest job runs churn risk (Low/Medium/High/Critical) and injury risk (Green/Amber/Red) for every active member.
The session resolver reads the member's programme track, schedule week, coach overrides, and today's readiness modifier — and serves one correct session.
Join the waitlist to get early access. Have a question about a specific wearable or data connection? Email us at sf-core-org-support-posibl-life-gym-app@saas-factory.ai
[ WEARABLES / HEALTH DATA ]
HRV, sleep duration, resting heart rate, sleep quality, strain, and nutrition macros flow into a single normalised health schema. Every readiness score and AI coaching decision draws from the same source — no fragmented dashboards to reconcile.
Apple Watch Remote WOD timer start/stop and real-time heart rate during sessions.
Garmin Remote timer sync; post-session strain and sleep data ingested overnight.
HRV Morning Check-In Subjective HRV, sleep hours, soreness (1–5), and stress (1–5) captured in under 30 seconds each morning.
[ VIDEO / MUX ]

Mux handles every video asset on the platform — movement coaching cues, common fault videos, Skills School lessons, member PR submissions, and live event broadcasts. Upload raw footage; Mux transcodes it to adaptive bitrate streams that load in under a second on any connection.
[ AI / ANTHROPIC CLAUDE ]
Anthropic Claude powers the AI coaching assistant and the AI WOD generator. It has read access — with member consent — to training history, health data, goals, injury context, and habit compliance. Coaches see exactly which data sources are active and can turn them off per member.
AI Posibl Coach Answers training questions using the member's own history — not generic advice.
AI WOD Generator Coaches describe a training stimulus in plain language; Claude returns a complete WOD with scaling tiers and coach notes.
Churn Intervention Drafting When a member reaches High/Critical churn risk, Claude drafts a personalised check-in message routed to the coach for one-tap send.
[ DATA / PRIVACY & COMPLIANCE ]
Granular consent, per-source data toggles, full JSON/PDF export, and a transparent AI that tells members exactly what it's reading. Health data privacy isn't a settings page afterthought — it's built into the schema.
Granular consent capture for health data sharing, AI coaching use, coach visibility of wearables and nutrition, and community profile visibility.
Members see exactly which data sources the AI Coach is reading. Ask the AI directly — it answers plainly. Revoke any source from account settings.
[ PLATFORM / MULTI-TENANT ARCHITECTURE ]

Every affiliate gym runs in a fully isolated Postgres tenant with row-level security across all tables. A coach at one gym cannot see a member record from another. Cross-gym features — drop-in booking, the alumni travel map, network leaderboards — work through a shared schema layer that crosses tenant lines only with explicit permission.
[ SOCIAL / SHARING ]
Every PR, Skills School certificate, goal completion, competition result, and member spotlight triggers a dynamically generated social card via @vercel/og — branded per gym or affiliate, ready to post directly from the app.
Personal record submissions auto-generate a shareable card branded to the member's gym. One tap to Instagram, X, or WhatsApp.
Members save Instagram coaching videos to their Posibl skills programme via iOS/Android share sheet — no manual copy-paste.
[ FAQ / INTEGRATIONS ]
Nutrition Barcode Scanner In-app macro and calorie logger with UK food database — nutrition compliance feeds directly into the readiness engine.
Unified Health Schema All wearable and subjective data lands in one normalised Postgres schema — the foundation for readiness scores, injury risk, and AI personalisation.


Movement Library Coaching cue and common-fault videos attached to every movement in the registry.
Skills School Structured course videos with completion tracking and certificate generation.
Member Submissions Athletes upload PR and benchmark attempt videos direct from the app.
Coach Session Builder Drag video attachments into any session component when building in the browser console.
Proactive Insight Detection The AI surfaces attendance streaks, recovery patterns, and volume anomalies — flagging concerns before they become problems.


Any member can export their complete personal data as a structured JSON or PDF package, and request full deletion — on demand.
Row-Level Isolation Tenant ID-scoped RLS across every table — complete data separation, enforced at the database layer.
Five-Tier Role System Platform owner, gym owner, coach, personal trainer, member — fine-grained permission guards on every API procedure.
Self-Serve Affiliate Onboarding Other functional fitness gyms license the platform under their own branding via a dedicated onboarding flow.
Drop-In Network Members book drop-ins at any affiliate gym from the app. Host gyms receive a briefing card per visiting athlete.
Throwdown leaderboards publish to a public shareable URL suitable for TV display or projection — updates in real time as judges enter scores.