On-prem SLMs for payments analytics.

Talk to your payments data with DSI Tai Po.

Advanced GenAI powered payments analytics for credit card product & usage managers.

DSI Tai Po

Why DSI Tai Po?

Understand your cardholders better.

A card payments analytics platform designed for business teams managing credit and debit cards.

DSI Top Merchants Widget

Payments analytics is tough: data can take weeks to retrieve and often ends up in crash-prone pivot tables. Current tools are either network-specific or just dashboards without payments logic, leaving managers without data needed for decision making. We imagined an easier way.

  • Powered by GenAI. Leverage the power of GPT to interact directly with your payments data. AI companion provides actionable insights and suggest strategies to boost performance.
  • Analytics across Card Schemes View and compare Visa, Mastercard, and UnionPay product performance on a single platform.
  • Business Logic, Built-In. Access card manager-specific metrics with customizable data widgets and customizable workspaces.

We understand what you need, because we were card managers too.

Our esteemed partners

HKSTP PartnerInvestHK

Powered with GPT

Hello, Data.

No more running complex queries or configuring dashboards—now you can simply ask your payments data questions directly. Need spend figures for a specific card? Percentage of cross-border spend that's online? It's all just a question away.

DSI GenAI

Across card schemes

One platform, no repeated work.

Effortlessly view and compare data across card networks on a single platform. More time for insights, less time on unproductive data prep.

DSI compare schemes

Get data fast

Easy search.

Simply search for the metric you need on any card product—no more clicking through endless menus and filters. Access a comprehensive set of data widgets with customizable workspaces, designed from a card manager’s perspective.

DSI Easy Search

Analytics themes

Built-in Business Logic.

Themes showcase the power of built-in business logic, enabling scenario-specific analysis with ready-to-use data widgets—e.g., from tracking campaigns to card activation or cannibalization.

DSI Analytics Themes

Comparative advantage.

Compare the performance of card schemes, card products and even different merchants.

Easy search, card schemes.

Schemes

Compare card schemes

Wood table with porcelain mug, leather journal, brass pen, leather key ring, and a houseplant.

Cards

Compare card products

Collection of four insulated travel bottles on wooden shelf.

Merchants

Compare merchants

Not just a dashboard

Intuitive data warehouse query.

When you need more detail, our data warehouse query feature puts you in control—easily filter detailed data elements like transactions by wallet provider or spending at specific stores within a merchant. With our AI companion, you can easily identify the data elements to target for your use case.

DSI Tai Po DWH Query

Not just a dashboard

Advanced visualization.

Planning a campaign at a mall? Deciding which merchant to tie up with? Visualize your data in exciting ways to uncover optimization opportunities.

DSI map visualization

Designed for Card Managers.

Engineered for adoption and IT integration.

Mobile friendly

Because enterprise software shouldn’t be harder to use than consumer apps.

Cloud-native tech stack.

Delivered as a scalable, easy-to-maintain SaaS solution that runs seamlessly in any browser.

Security

Enterprise grade software, ready for big bank.

Available as an API option

Both Standalone and GenAI analytics version can be delivered as API endpoints.

Terminal
User: What is the spend of orange mastercard in 2024?
Querying RAG database...
Found 30 matches...
Function arguments received: {"card":"Orange Mastercard","metric":"POS GDV","year":2024}...


{
  role: 'assistant',
  content: 'The POS GDV for Orange Mastercard for 0124-1224 is 44,932,161.           
  output: 'POS GDV Orange Mastercard',
  data: [
    { period: 'Jan 2024', value: '7,436,056' },
    { period: 'Feb 2024', value: '7,424,105' },
    { period: 'Mar 2024', value: '7,919,219' },
    { period: 'Apr 2024', value: '7,307,266' },
    { period: 'May 2024', value: '7,483,342' },
    { period: 'Jun 2024', value: '7,362,172' }
  ]
  
}

Not ready for GenAI? No problem.

DSI Tai Po is available as a standalone payment analytics tool or as a GPT-powered version for a fully AI-enhanced experience. Choose the option that best aligns with your organization's GenAI adoption readiness.

Standalone Analytics.
This platform is built to be powerful and intuitive, even without GenAI. With Easy Search, you can instantly find any metric you need—from basic insights like average spend per active user to more specific metrics, such as contactless and wallet spend. Right at your fingertips.
GPT-Powered Analytics
This is the future of data analytics. Our GPT-powered analytics transforms the way you interact with data, allowing you to ask questions and receive insights instantly. Let AI uncover trends, suggest optimizations, and give you deeper understanding, without complex query building.

Deployment

GenAI deployment options to fit your security needs.

An exciting breakthrough in GenAI for financial institutions: now, you can run a locally deployed Small Language Model to meet your data security requirements.

No GenAI

Standalone analytics without GenAI, perfect for organizations awaiting GenAI adoption strategy.

  • Full analytics suite

  • Data widgets & dashboards

  • Data warehouse query

  • Visualization tools

On-premise SLM

A lightweight GenAI option with a local Small Language Model (SLM) to keep all data on-site.

  • Basic reasoning capabilities

  • Conversational data queries

  • Full analytics suite

  • Data widgets & dashboards

  • Data warehouse query

  • Visualization tools

Secure Cloud LLM

The full GenAI experience using the most sophisticated GPT Large Language Models (LLMs).

  • Deep insights & suggestions

  • Advanced reasoning capabilities

  • Conversational data queries

  • Full analytics suite

  • Data widgets & dashboards

  • Data warehouse query

  • Visualization tools

About us

We are fintech specialists in payments.

We are a fintech firm providing advisory services and software solutions in the payments industry.

Advisory
We help card issuers design and launch new card products across the full spectrum of commercial and technical activities, including consumer research, card proposition design, project implementation, IT integration, and usage campaigns.
GenAI Tools
We develop advanced GenAI tools, ranging from data analytics to help card issuers monitor and enhance their card portfolio performance, to AI analyst companions that assist card managers in creating more compelling products and strategies.
DSI Office

Our other products


CardGPT AI Analyst.

A GPT powered AI companion that knows everything (almost) about credit cards in Hong Kong.

CardGPT answering questions