Case Studies

Real deployments, value made clear

Challenge → Solution → Result. Click for the full case.

Case Studies

Three real deployments, value made clear

Not a feature list — what it actually changed: challenge, solution, result.

Enterprise · PPG

PPG Smart Service

AI handles the routine; people focus on what's high-value.

Challenge

  • High volume of repetitive inquiries
  • Heavy load on human agents
  • Inconsistent service quality

Solution

  • AI handles routine questions
  • Complex issues auto-escalate
  • Context-preserving handover to humans

Result

  • Routine handled automatically
  • Humans focus on high-value service
  • Service continuity improved
Government · JAJD

JAJD Gov Assistant

Complex policy, heavy processing, hard for the public — AI makes gov service trusted and actionable.

Challenge

  • Complex policy
  • Many processing steps
  • Hard for the public to understand

Solution

  • Policy knowledge base
  • Deterministic skills
  • Eligibility calculation
  • Human fallback

Result

  • Zero hallucination
  • Auditable
  • Traceable
  • Supervisable
City · Kuitun

Kuitun City Brain

Turn city knowledge into decision capability.

Challenge

  • Data scattered across departments
  • Cross-department coordination is hard
  • Decisions rely on manual aggregation

Solution

  • City knowledge graph
  • Department coordination
  • City memory

Result

  • Cross-department linkage
  • One unified knowledge entry
  • Decision support for the city

Explore

Enterprise AI · PPG

PPG Enterprise AI Transformation

Enterprise AI capability, into real operations — from Answer, to Assist, to Evolve.

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Government · JAJD

JAJD Gov Assistant

Complex policy, heavy processing — AI makes gov service trusted and actionable.

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City · Kuitun

Kuitun City Brain

A social-security government-affairs assistant — let citizens talk to policy, keep sensitive data controlled.

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Digital Biology · BAIRI

BAIRI Digital Biology

Plasma multi-omics + AI — trusted AI in the most rigorous domain.

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