{"head":{"title":"AI for Social and Community Apps: Trust and Safety","description":"AI for social and community apps: moderation queues, trust and safety consoles and scam detection, with people making the call. See OceanLab's builds.","canonical":"https://oceanlab.in/ai/social"},"industry":"social","aiStudies":2,"allStudies":4,"countries":2,"featured":[{"meta":{"slug":"fernlight","industry":"social","projectType":"Dating app","country":"nz","tags":["ai"],"compliances":["Privacy Act 2020 (NZ)","Biometric Processing Privacy Code (NZ)","Privacy Act 1988 (AU)","Online Safety Act 2021 (AU)","Online Dating Industry Code (AU)","Harmful Digital Communications Act 2015 (NZ)","Fair Trading Act 1986 (NZ)","Consumer Guarantees Act 1993 (NZ)","Australian Consumer Law"],"cover":{"src":"/case-studies/fernlight/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Fernlight - Safety-First Dating App with a Trust and Safety Console","description":"Designed and built a clickable trust and safety console for a Wellington start-up's dating app for adults in New Zealand and Australia: a report queue triaged by severity with response targets, a case workspace that shows only reported conversations, romance scam clusters and a support inbox that hands safety issues to the queue.","category":"Social / Dating App","client":"Pūriri Lane Labs"}}},{"meta":{"slug":"tunet","industry":"social","projectType":"Community platform","country":"no","tags":["saas","ai"],"compliances":["GDPR","Personal Data Act (Norway)","EU Digital Services Act","Marketing Control Act","Norwegian Copyright Act","Universal design regulations","WCAG 2.1 AA"],"cover":{"src":"/case-studies/tunet/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Tunet - White-Label Community Platform for Membership Organisations","description":"Designed and built a clickable community admin console for an Oslo software company's white-label community platform, shown for its first customer, a national hiking association: a community overview, a moderation queue with a full case workspace and decision flow, and event management with RSVPs, waitlist, check-in and attendee messages.","category":"Social & Community / Community Platform","client":"Bråtebakken Labs AS"}}}],"frameworks":[{"label":"GDPR","count":1}],"useCases":[{"title":"Report triage","detail":"A report queue triaged by severity with response targets, and a case workspace that shows only the reported conversations.","studies":[{"slug":"fernlight","title":"Fernlight - Dating app"}]},{"title":"Scam detection","detail":"Romance scam clusters shown to the trust and safety team, and a support inbox that hands safety issues to the queue.","studies":[{"slug":"fernlight","title":"Fernlight - Dating app"}]},{"title":"Community moderation","detail":"A moderation queue with a full case workspace and decision flow for a white-label community platform.","studies":[{"slug":"tunet","title":"Tunet - Community platform"}]}],"siblings":[{"label":"AI agents and automation","href":"/ai/ai","detail":"Research agents, knowledge assistants, call analysis, support triage, back-office agents and code review."},{"label":"AI for clinics and hospitals","href":"/ai/clinics","detail":"Clinical scribes, radiology workflow, clinic operations and patient feedback, with clinicians in charge."},{"label":"AI for insurance","href":"/ai/insurance","detail":"Claims intake, underwriting and insurance operations, with a person behind every decision."},{"label":"AI for legal teams","href":"/ai/legal","detail":"Contract review, policy assistants, e-discovery and contract lifecycle, with lawyers signing off."},{"label":"AI for accounting and tax","href":"/ai/accounting","detail":"Suggested bookings, receipt checks and tax reports from raw transactions, with the bookkeeper deciding."},{"label":"AI for agriculture","href":"/ai/agri","detail":"Satellite crop monitoring, stress triage and farm climate control, with agronomists and growers approving."},{"label":"AI for automotive","href":"/ai/auto","detail":"Used-car pricing with guardrails, inspection QA and condition reports, with buyers and reviewers deciding."},{"label":"AI for data and analytics","href":"/ai/data","detail":"Explainable forecasts planners can override and data quality monitoring that holds bad data back."},{"label":"AI for e-commerce and D2C","href":"/ai/ecom","detail":"Shopping assistants grounded in the catalogue and review moderation with safety escalation."},{"label":"AI for energy and utilities","href":"/ai/energy","detail":"Solar, battery and home energy apps with AI insights and automations, backed by IoT sensors."},{"label":"AI for fitness and wearables","href":"/ai/fitness","detail":"Readiness scores that explain themselves and photo-first nutrition tracking, with safety built in."},{"label":"AI for K-12 and tutoring","href":"/ai/k12","detail":"AI tutoring, teacher-reviewed feedback and translated parent messages, with teachers in charge."},{"label":"AI for manufacturing","href":"/ai/manufacturing","detail":"Visual inspection on the line and predictive maintenance that explains its alerts, advisory only."},{"label":"AI for media and creators","href":"/ai/media","detail":"AI video editing and clip finding, consent-gated voice clones and podcast publishing tools."},{"label":"AI for mobility and EV","href":"/ai/mobility","detail":"Driver safety scoring, fleet rebalancing, AI-matched lost property and EV ride-hailing."},{"label":"AI for procurement and ESG","href":"/ai/procurement","detail":"Spend classified across ERPs and carbon inventories with evidence behind every number."},{"label":"AI for customer support","href":"/ai/support","detail":"Chat and voice AI agents with safe human handoff, call summaries and feedback that closes the loop."}]}