{"head":{"title":"AI for E-commerce: Shopping Assistants and Reviews","description":"AI for e-commerce: shopping assistants grounded in your catalogue and review moderation with safety escalation. See the AI products OceanLab built.","canonical":"https://oceanlab.in/ai/ecom"},"industry":"ecom","aiStudies":2,"allStudies":11,"countries":2,"featured":[{"meta":{"slug":"nakhuda","industry":"ecom","projectType":"AI shopping assistant","country":"kw","tags":["ai","enterprise"],"compliances":["CITRA Data Privacy Protection Regulation","Consumer Protection Law No. 39 of 2014","GSO energy labelling"],"cover":{"src":"/case-studies/nakhuda/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Nakhuda - Bilingual AI Shopping Assistant Grounded in the Product Catalogue","description":"Designed and built a clickable console for an Arabic and English AI shopping assistant at a Kuwait City electronics retailer: every product claim cited to a catalogue field, compatibility decided by fixed rules, nothing added to a cart without the shopper's tap, and a review queue for every suspected invented fact.","category":"E-commerce & D2C / AI Shopping Assistant","client":"Lulwa Point Electronics"}}},{"meta":{"slug":"leagn","industry":"ecom","projectType":"Reviews & UGC","country":"md","tags":["ai","enterprise"],"compliances":["Omnibus Directive","UCPD","GPSR","DSA","GDPR","Moldova Law 195/2024"],"cover":{"src":"/case-studies/leagn/01-home.png","width":1440,"height":1000}},"text":{"en":{"title":"Leagăn - Reviews and UGC Platform with Built-In Safety Escalation","description":"Designed and built a clickable reviews and user-generated content platform for a Chișinău baby and nursery retailer selling in Moldova and Romania: a moderation queue that works to a written policy, review detail with personal data masking, and a safety escalation desk that picks up any review describing a hazard to a child.","category":"E-commerce / Reviews & UGC","client":"Codrița Baby"}}}],"frameworks":[{"label":"GDPR","count":1}],"useCases":[{"title":"Shopping assistant","detail":"An Arabic and English assistant where every product claim is cited to a catalogue field, compatibility is decided by fixed rules and nothing goes in the cart without the shopper's tap.","studies":[{"slug":"nakhuda","title":"Nakhuda - AI shopping assistant"}]},{"title":"Catching invented facts","detail":"A review queue for every answer the assistant may have made up, so staff can fix the catalogue or the prompt.","studies":[{"slug":"nakhuda","title":"Nakhuda - AI shopping assistant"}]},{"title":"Review moderation","detail":"A moderation queue that works to a written policy, with personal data masked in each review.","studies":[{"slug":"leagn","title":"Leagăn - Reviews & UGC"}]},{"title":"Safety escalation","detail":"Any review that describes a hazard to a child goes to a safety desk, not the normal queue.","studies":[{"slug":"leagn","title":"Leagăn - Reviews & UGC"}]}],"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 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 social and community","href":"/ai/social","detail":"Moderation queues, trust and safety triage and scam detection, with moderators making the call."},{"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."}]}