Portfolio

Case Studies

Practical AI solutions across industries — from autonomous agents and intelligent search to machine learning models and enterprise data platforms.

Agentic AI

Agentic AI Solutions

ThinkCol builds AI systems that reason, act, and complete multi-step tasks on their own — going beyond single-response tools to handle real workflows. Our work spans customer-facing and internal chatbots, meeting and briefing assistants, automated data extraction and sourcing, and text-to-SQL agents — each integrated with the client's own data, systems, and compliance requirements.

Retail Group

AI Sales Co-Pilot

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Ask Your Data Like You'd Ask Your Best Analyst

Commercial Property & Mall Operator

Agentic Ask-Your-Data Analytics

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Text-to-SQL Across Fragmented Business Data

Retail Group

Text-to-SQL Agent

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Real Time Automatic Data Extraction System for Effective Sourcing

Aircraft Distributor

RPA and UI/UX

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CreateCol

Enhancing Consulting Efficiency with AI-Powered Meeting Assistance

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Transforming Fast Food Operations with AI-Enhanced Insights

Global Fast Food Chain

Morning Briefing Assistant

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Financial Services Institution

Customer Serivice with LLM

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Revolutionizing Healthcare with AI-Driven Patient Consultations

Medical Platform

Advanced Medical Chatbot

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Elevating Lead Generation in the Metaverse with AI

Metaverse Company

Chatbot in Metaverse

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Rapport AI Medical

Revolutionizing Healthcare with AI-Driven Patient Consultations

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Revolutionizing Engagement with AI-Driven Interactivity

Supply Chain Company

Chatbot with Question Generation Capabilities

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Intelligent Search

AI Intelligent Search Solutions

ThinkCol builds retrieval and search systems that help people and teams find what they need across scattered enterprise knowledge. Our work spans internal SOP and document search, retrieval-augmented generation (RAG), multilingual document search, and media/research retrieval assistants.

International School Group

Multilingual Document Search

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Health & Beauty Retailer

Internal SOP Chatbot

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Broadcaster

Media Research Assistant

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RAG Chatbot

Omnichannel Platform with RAG Chatbot

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Higher Education

Chatbot for University

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Machine Learning

Machine Learning & Forecasting Solutions

ThinkCol develops custom machine learning models that help organisations predict outcomes, optimise operations, and automate complex decisions. Our engagements include demand forecasting, inventory optimisation, assortment planning, propensity modelling, customer segmentation, Transformer-based sales forecasting, computer vision, and NLP-based sentiment analysis — applied to real business data and integrated into existing workflows.

Forecast Every Retail Unit – Even One With No History

Retail Mall Portfolio Manager

Unit-Level Sales Forecasting

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Turn Every Resident Call and Email Into a Structured Case

Property Management Group

Voice & Feedback Intelligence (NLP)

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Hong Kong Retail Landlord

Tenant Risk & Renewal Prediction

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Reserved Bays to Revenue: Car Park Demand & Price Optimisation

Major Car-Park Operator

Demand Forecasting & Price Optimisation

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Premium Mall Landlord

Tenant-Mix & Halo Effect Optimisation

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Leasing & Asset Management Firm

Leasing Intelligence Platform

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Regional Shopping Centre Group

Loyalty & CRM Intelligence

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Turn Any Receipt Into Clean, Checked Expense Data

Global Apparel Manufacturer

Expense & Invoice OCR

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Hospitality Group

Demand Forecasting & Dynamic Pricing

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Property Group

Transformer-Powered Sales Forecasting

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Automating Manual Tasks Through Data Science

Financial Institution

Contract Automation

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Financial Printing

Computer Vision

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Paving the way to Dynamic Customer Interaction for Digital Payment Platform

Contactless Payment

AI and CRM

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Revolutionizing Social Listening insights with AI

Government Department

Mapping Public Sentiment and News Trends

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Lenovo

NLP Social Media Analysis

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Analyze Mall Traffic to Understand Customers and Competition

HK Conglomerate

Mall Traffic Analysis

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ThinkCol and Property Conglomerate Engage to Develop New Marketing Strategies

Property Developer

AI in Target Marketing

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Transforming a Quasi-governmental Organization to Become More Data-driven

Government Entity

AI Consulting, Modelling and Training

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Effective Assortment Planning using AI to Forecast Consumer Demands

Beverage Company

Realtime IoT Insights

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Replenishment System Optimized by ThinkCol’s AI Capabilities

FMCG / Perishable Goods

Forecasting & Inventory Optimization

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Automating and Predicting Wine Prices for the Future

Vinsionaire

Price Prediction

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AI Platform

AI Platform Solutions

ThinkCol builds the platforms and tooling that let organisations create, manage, and scale their own AI and data applications. Our work spans low-code AI app builders and executive dashboards and reporting tools that consolidate disparate data sources into a single operating view.