The project catalogue

Real projects. Real companies.

Every project is modelled on an AI system a real company runs, with the messy data, the edge cases and the trade-offs. Browse by industry, pick one, and build it.

  • 76 live projects
  • 80+ companies
  • 14 coming soon

Showing 90 projects

  • Retail & Fashion

    .SWOOSH

    Nike · Co-Creation Service

    A platform where fans use GenAI tools to design virtual and physical goods. This transforms customers into creators and generates high-margin digital asset revenue.

  • Retail & Fashion

    High-Touch Support

    Nike · Member Service Agent

    Handles high-volume queries about sneaker drops, SNKRS app issues, and returns, using a tone that matches the "athlete" brand identity.

  • Media, Tech & Telecom

    Copyright Dispute Bot

    YouTube · Legal Mediation Service

    Automatically reviews Content ID disputes, summarizes fair-use arguments for human reviewers, and drafts resolution templates to speed up channel appeals.

  • Retail & Fashion

    Ask Walmart

    Walmart · Personal Shopping Concierge

    Contextual AI that handles delivery tracking, executes cancellations, and schedules store pickups using natural language commands like "I can't make it at 4, move my pickup to tomorrow."

  • Retail & Fashion

    Rufus / Seller Assist

    Amazon · Marketplace Expert

    An assistant for sellers that summarizes performance data and an agent for customers that handles returns by analyzing product descriptions against user complaints.

  • Media, Tech & Telecom

    Churn Prevention Agent

    Verizon / AT&T / Jio · Retention Service

    Monitors network performance data and customer tenure to draft "Loyalty Recovery" offers specifically for users predicted to leave for a competitor.

  • Media, Tech & Telecom

    Troubleshooting Assistant

    Samsung / Whirlpool · Customer Care Service

    An agent that listens to the sound of a malfunctioning dishwasher or washing machine and drafts a DIY repair guide or schedules a tech.

  • Retail & Fashion

    Inventory Logistics Agent

    H&M · Sustainability Service

    An agent that identifies slow-moving inventory and drafts a "Redistribution Plan" to move stock to stores where demand is higher.

  • Retail & Fashion

    Virtual Model Gen

    Zara · Marketing Efficiency

    Uses GenAI to create hyper-realistic images of models wearing new clothes, allowing Zara to update its website catalog daily without photoshoots.

  • Finance & Insurance

    AML Monitoring

    Amex · Compliance Service

    An agent that scans global transaction logs to draft "Suspicious Activity Reports" (SARs) for federal regulators, reducing manual audit work.

  • Retail & Fashion

    Fit Concierge

    Levi’s · Tailoring Service

    An agent that helps users find the perfect "fit number" by comparing their body type to millions of other customer reviews.

  • Beauty & Consumer

    Global Campaign Agent

    Maybelline · Advertising Service

    An agent that localizes global beauty ads into 100+ languages and cultural contexts, drafting the translated scripts and captions.

  • Media, Tech & Telecom

    Content Localization

    Netflix · Global Media Service

    An AI agent that drafts perfectly synced subtitles and dubbing scripts for global shows, cutting localization costs by 50%.

  • Consulting & Enterprise

    DARTbot

    Deloitte · Audit Assurance Agent

    An AI that scans massive financial datasets for anomalies. It reduces manual "ticking and tying" by 40%, shifting human focus to high-level professional judgment.

  • Travel & Mobility

    Customer Support Gen

    Uber · Automated Resolution

    An agentic layer that prioritizes and drafts responses (or executes refunds) for millions of tickets, cutting average resolution costs by over 20%.

  • Consulting & Enterprise

    EY.ai

    EY · Tax & Audit Expert

    Deployed 1,000+ internal agents to automate complex data synthesis for tax credit research and corporate strategy, driving a 30% increase in AI-service revenue.

  • Finance & Insurance

    AI Claims Adjuster

    HDFC · Claims Service

    Uses GenAI to analyze accident photos and draft initial damage estimates/payouts. It cuts the time-to-payout from days to minutes, significantly boosting retention.

  • Finance & Insurance

    Wealth Proposal Builder

    Goldman Sachs · Advisory Service

    An agent that combines market data with client goals to draft personalized 40-page investment proposals in minutes (tasks that previously took 4+ hours).

  • Finance & Insurance

    Multilingual Claims Intake

    Zurich Insurance · Global Onboarding

    Handles voice/text "First Notice of Loss" (FNOL) in 40+ dialects. It automatically categorizes and translates claims into the insurer’s native language for processing.

  • Healthcare & Pharma

    Medical Summarizer

    CVS Health · Underwriting Expert

    Summarizes 500+ page medical histories into a 2-page risk summary for life insurance, allowing underwriters to process 4x more applications per day.

  • Energy, Logistics & Industry

    Oil Price Prediction

    Shell · Predictive Intelligence

    Analyzes satellite imagery of oil tankers, geopolitical news, and supply reports to draft high-probability price forecasts for traders and logistics planners.

  • Finance & Insurance

    DRA Platform

    HSBC · Compliance Intelligence

    A "Dynamic Risk Assessment" agent that monitors 1B+ transactions monthly. It reduces false-positive fraud alerts by 60%, allowing human investigators to focus on high-risk threats.

  • Finance & Insurance

    Civic Loan Chatbot

    Barclays · E-Governance Service

    An AI agent that guides citizens through complex loan application processes, checking document eligibility and drafting status updates for affordable housing schemes.

  • Finance & Insurance

    IndexGPT

    J.P. Morgan · Investment Strategy Service

    An agent that creates thematic investment baskets by scanning global market news and drafting the rationale for "green energy" or "tech" indices.

  • Travel & Mobility

    Road Side Assistant Chatbot

    Hyundai

    Road Side Assistant Chatbot

  • Media, Tech & Telecom

    Speech to Speech Translation & Accuracy

    Meta · Universal Translation Service

    High-speed translation agent that allows cross-border users to communicate in real-time video/audio, driving global ad engagement.

  • Retail & Fashion

    Merchandising Assistant

    Target · Store Associate Service

    An agent that allows store staff to take a photo of a shelf; the AI identifies out-of-stock items and drafts a restock list instantly.

  • Travel & Mobility

    Fleet Management AI

    Tesla · Operational Service

    Uses fleet data to draft proactive maintenance schedules for owners and service centers before a mechanical failure actually occurs.

  • Consulting & Enterprise

    AI Configuration Expert

    Dell · B2B Sales Service

    An agent that helps enterprise clients "build" custom server racks by drafting technical specs and compatibility reports based on their business needs.

  • Media, Tech & Telecom

    Script Intelligence

    Walt Disney · Production Service

    An agent that analyzes scripts to predict commercial success and drafts "budget optimization" plans for film production and special effects.

  • Travel & Mobility

    Travel Concierge

    Marriott · Hospitality Service

    An agent that handles 24/7 guest requests (towels, late checkout, local tips) and drafts personalized "Welcome Back" offers based on stay history.

  • Finance & Insurance

    Dispute Resolution Bot

    PayPal · Fintech Service

    An agent that gathers evidence from both buyer and seller to draft a "Resolution Summary," settling transaction disputes in minutes rather than weeks.

  • Beauty & Consumer

    Color Visualizer

    Asian Paints · Design Service

    An agent that allows users to upload a photo of their home and "paints" it with AI, drafting a list of exact paint codes and textures needed.

  • Retail & Fashion

    Virtual Style Advisor

    Tanishq · Jewelry Concierge

    Uses AR and GenAI to "try on" intricate gold jewelry on a user's selfie, drafting a "Style Match" report that pairs jewelry with their specific outfit.

  • Beauty & Consumer

    Gifting Concierge

    Bath & Body Works · Retail Sales Service

    An agent that helps users pick scents for others by asking 3 simple questions and drafting a curated gift basket.

  • Beauty & Consumer

    Sales Analytics Agent

    Lakmé · Market Research Service

    Analyzes regional sales data to draft "Product Mix" reports, telling managers which lipstick shades to prioritize for specific Indian cities.

  • Beauty & Consumer

    Trend Forecasting

    L’Oréal · R&D Service

    Scans social media to draft "Early Signal" reports on emerging beauty trends, allowing the brand to launch new products 4 months faster.

  • Beauty & Consumer

    Personal Artist

    MAC Cosmetics · Sales Assistant

    A high-end service that drafts "Makeup Looks" based on a user’s facial structure, directly linking the look to products in the shopping cart.

  • Retail & Fashion

    Brand Loyalty Support

    Calvin Klein · Customer Service

    A chatbot that handles global queries on sizing and availability with a premium, brand-aligned voice to maintain luxury positioning.

  • Retail & Fashion

    Return & Exchange Bot

    Gap · Logistics Support

    An agent that manages complex returns by offering instant exchanges or gift cards to "save the sale," reducing revenue loss from refunds.

  • Beauty & Consumer

    Virtual Artist

    Estée Lauder · Beauty Consultant

    An agent that analyzes skin tone and texture via camera to draft a personalized skincare and foundation routine, driving high-margin sales.

  • Beauty & Consumer

    Product Lifecycle Analysis

    Nykaa · Internal Insights

    An agent that scans 1,500+ customer segments to draft "Product Performance" reports, identifying which in-house brands are gaining on global competitors.

  • Beauty & Consumer

    Sales Analytics GenAI

    Nykaa · Revenue Service

    A unified data lake service that allows Nykaa to generate complex business reports in 5 hours (tasks that used to take 2 weeks).

  • Healthcare & Pharma

    R&D Literature Review

    AstraZeneca · Scientific Service

    An agent that scans 5,000+ weekly medical papers to draft summaries for drug discovery teams, identifying "breakthrough" opportunities.

  • Finance & Insurance

    Portfolio Reporting

    UBS / Credit Suisse · Wealth Service

    An agent that automates the drafting of quarterly investment performance letters for ultra-high-net-worth clients.

  • Consulting & Enterprise

    Einstein Agent

    Salesforce · CRM Service

    An autonomous service agent that researches a customer's history and drafts a personalized "Sales Outreach" email to close a deal.

  • Energy, Logistics & Industry

    Dynamic Rerouting Agent

    FedEx · Logistics Service

    An agent that monitors global weather/traffic and drafts rerouting instructions for packages in real-time to avoid delivery delays.

  • Finance & Insurance

    Virtual Banker (Erica/Eva)

    BofA / HDFC / SBI · Financial Concierge

    24/7 banking agent that monitors spending patterns to draft proactive alerts about upcoming bills or suspicious recurring charges.

  • Media, Tech & Telecom

    Apple Intelligence (Service)

    Apple · Personal Context Service

    Uses "on-device" GenAI to summarize long emails, draft high-priority notifications, and prioritize schedules based on personal data without sacrificing privacy.

  • Energy, Logistics & Industry

    Subsurface Advisory

    ExxonMobil / Chevron · Geology Service

    An expert agent that synthesizes trillions of data points from seismic scans to draft "Drilling Advisory" reports, predicting the probability of hitting oil/gas.

  • Retail & Fashion

    Inventory Visualizer

    Costco · Supply Chain Optimizer

    An agent that monitors real-time sales across 800+ warehouses to draft replenishment orders, ensuring low-margin bulk goods are never out of stock.

  • Travel & Mobility

    AI Home Finder

    Zillow · Real Estate Agent

    A contextual search bot that allows users to ask "Find a house with a chef's kitchen near a park with good light," drafting a curated list of top matches.

  • Finance & Insurance

    Member Concierge

    Amex · Luxury Service

    A high-end chatbot that drafts custom travel itineraries and books dining for premium cardholders, acting as a free digital secretary.

  • Finance & Insurance

    Eno (Fraud)

    Capital One · Security Service

    An agent that generates virtual credit card numbers and drafts instant alerts if a merchant overcharges a customer or bills twice.

  • Consulting & Enterprise

    Sales Volume Forecast

    Cisco · Enterprise Strategy

    Uses GenAI to analyze the sales pipeline and draft 12-month volume forecasts, identifying specific product gaps in the European or Asian markets.

  • Finance & Insurance

    AI Customer Assistant

    Klarna · Multilingual Support Agent

    Replaces the workload of 700 full-time agents. It handles 2.3M chats annually across 35 languages, contributing to a 3x increase in revenue-per-employee.

  • Consulting & Enterprise

    Fusion ERP Assistant

    Oracle · Back-Office Service

    An agent built into the ERP that drafts financial summaries, automates procurement approvals, and reconciles thousands of invoices daily.

  • Energy, Logistics & Industry

    Job Site Solutions

    Caterpillar · Maintenance Service

    An agent that monitors sensors on heavy machinery to draft "Preventive Maintenance" memos, reducing downtime for mining and construction sites.

  • Healthcare & Pharma

    Regulatory Drafter

    Eli Lilly · Pharma Compliance

    An agent that takes raw clinical trial results and drafts the 500-page dossiers required by the FDA to get new drugs approved faster.

  • Travel & Mobility

    Review Summarizer

    CarMax · Inventory SEO Service

    Uses GenAI to summarize thousands of car reviews into 3-point bullet lists, helping buyers make faster decisions on used vehicle listings.

  • Retail & Fashion

    Return Reduction Bot

    Off Duty / Snitch · Retail Efficiency

    Uses AI (EcoReturns) to analyze why people return clothes (fit vs. style) and drafts better sizing guides to prevent future returns.

  • Travel & Mobility

    Dispute Mediator

    Airbnb · Platform Trust Service

    An agent that scans house rules and guest messages to draft a "Fair Resolution" for damage claims or booking cancellations.

  • Retail & Fashion

    High-Volume Analytics

    Zudio · Operational Service

    Analyzes "Fast Fashion" turnover rates to draft production orders that ensure high-demand items are replenished in 48 hours.

  • Media, Tech & Telecom

    Language Learning Bot

    Duolingo (Max) · Roleplay Tutor

    Uses GenAI to create real-time, unscripted conversation practice. It explains "why" a user's grammar was wrong in a personalized, conversational way.

  • Beauty & Consumer

    Beer Sales Forecasting

    AB InBev · Growth Analytics

    An agent that processes weather, local events, and historical sales to draft precise volume forecasts, helping bars and retailers stock the perfect amount of beer.

  • Energy, Logistics & Industry

    Commodity Forecasting

    Cargill · Supply Chain Agent

    Predicts price fluctuations for soy, corn, and wheat by synthesizing global crop reports and climate data into actionable "Buy/Sell" strategy memos.

  • Beauty & Consumer

    New Market Analysis

    Coca-Cola · Entry Strategy Agent

    Analyzes local taste preferences and competitor pricing in new regions to forecast sales and recommend which flavor profile (e.g., Spicy vs. Citrus) to launch first.

  • Finance & Insurance

    Insurance RAG (Doc Gen)

    AXA · Policy Generator

    Uses Retrieval-Augmented Generation (RAG) to scan thousands of legal clauses and instantly draft a customized commercial policy based on a specific client's risk profile.

  • Retail & Fashion

    Retail Concierge

    Lululemon · Digital Personal Stylist

    A chatbot that understands a user's fitness goals (e.g., "I'm starting a marathon") and curates a full gear list with size recommendations based on previous reviews.

  • Travel & Mobility

    Airline Support Bot

    Delta / Indigo · Travel Troubleshooter

    Moves beyond "FAQs" to execute actual tasks like rebooking cancelled flights, tracking lost bags, and explaining complex visa requirements via voice or text.

  • Travel & Mobility

    Food Delivery Agent

    Zomato / DoorDash · Dining Assistant

    Zomato’s "Zia" or DoorDash’s AI voice agent handles orders and complex refund requests (e.g., "my food was cold") by analyzing photo evidence and drafting a resolution.

  • Healthcare & Pharma

    MedInfo Triage Agent

    IQVIA · Pharma Advisory

    An expert bot that answers complex medical queries from doctors (e.g., drug-drug interactions) using only strictly validated, FDA-approved drug labels.

  • Finance & Insurance

    Renewal Upsell Advisor

    AIG · Revenue Growth Agent

    Scans a policyholder’s life changes and expiring policies to draft a custom "gap coverage" recommendation, driving automated premium increases at renewal.

  • Finance & Insurance

    Loan Decision Explainer

    Intuit · Financial Transparency

    Takes complex credit scoring data and drafts a human-readable letter explaining exactly why a loan was approved or denied to satisfy regulatory transparency.

  • Finance & Insurance

    News Article Tagging

    Bloomberg · Auto-Categorization

    Uses LLMs to scan thousands of live news wires and automatically tag them by sentiment, ticker symbol, and industry, enabling instant trading alerts.

  • Beauty & Consumer

    Trend & Product Discovery

    Starbucks · Social Listening Agent

    Scans platforms like Reddit/TikTok to detect "viral" drink customizations. It summarizes consumer feedback to draft the next limited-time-offer (LTO) menu.

  • Finance & Insurance

    Upcoming Project

    Zerodha · Coming soon

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  • Finance & Insurance

    Upcoming Project

    Groww · Coming soon

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  • Healthcare & Pharma

    Upcoming Project

    Tata 1mg · Coming soon

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  • Retail & Fashion

    Upcoming Project

    Lifestyle · Coming soon

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  • Retail & Fashion

    Upcoming Project

    Westside · Coming soon

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  • Retail & Fashion

    Upcoming Project

    Savana · Coming soon

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  • Beauty & Consumer

    Upcoming Project

    Kay Beauty · Coming soon

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  • Beauty & Consumer

    Upcoming Project

    Cava · Coming soon

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  • Beauty & Consumer

    Upcoming Project

    Aurelia · Coming soon

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  • Consulting & Enterprise

    Upcoming Project

    Accenture · Coming soon

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  • Consulting & Enterprise

    Upcoming Project

    Cognizant · Coming soon

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  • Retail & Fashion

    Upcoming Project

    Flipkart · Coming soon

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  • Beauty & Consumer

    Upcoming Project

    Ordinary · Coming soon

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  • Beauty & Consumer

    Upcoming Project

    Minimalist · Coming soon

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