Case Study

AI Powered Telegram Commerce For Pokemon Cards Kuching

Explore how Pokemon Cards Kuching used an AI powered Telegram ecommerce system to automate card browsing, enquiries and local collector sales in Kuching.

ChallengeManual workflow frictionSystemContent, approval, and reporting loopOutcomeClearer execution rhythm

Visual Summary

Case study performance map

A compact view of the operating signals behind the case study, designed to break up the narrative with tables, charts, and stakeholder context.

Bar Chart

Priority Areas Improved

Stakeholder clarity
88%
Operational visibility
82%
Governance confidence
76%
Service information access
70%
Pie Chart

Audience Demand Split

  • Commercial users 35%
  • Public users 25%
  • Government stakeholders 20%
  • Partners and vendors 20%
Table

Before and After View

BeforeInformation lived across scattered pages, repeated explanations, and uneven stakeholder journeys.
AfterClearer content paths, stronger governance signals, and easier access to practical service information.
MeasureContent clarity, enquiry quality, service discoverability, and stakeholder confidence.
Infographic

Digital Communication Flow

  1. Audience Need
  2. Service Context
  3. Clear Page Path
  4. Governance Signal
  5. Enquiry Outcome

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