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Customer Success Stories

AI Transformation in ActionRecent Engagements

Transportation Design · Power · Transportation Infrastructure · Overseas Engineering
Every case below comes from real delivery — results first, then how we worked together

Hours → Minutes
power code retrieval
Clause-level tracing
verifiable code source and edition
On-premises
data never leaves your enterprise
4 industries
transportation · power · infrastructure · overseas

Featured Case Studies · Recent Engagements

Presented by real engagement model — every case leads with results.

Strategic ConsultingIn progress

From scattered department experiments to one institute-wide AI roadmap

A transportation design institute · Transportation design

Multi-discipline, code-heavy work, with AI exploration scattered across departments and no unified top-level design.

Deliverables
  • ▸AI maturity diagnosis and scenario assessment
  • ▸Transformation roadmap and organizational mechanisms
  • ▸Unified portal, data classification, and gate-based decision framework
  • ▸Product fit evaluation and procurement boundaries

Direction set with a gated, acceptance-based engineering approach — not guesswork.

Explore the methodology
Product ImplementationRecent engagement

Code lookup cut from hours to minutes

A power design institute · Power design

Multiple code editions and frequent updates make code checking slow for design and review — and wrong editions slip in.

Deliverables
  • ▸Licensed codes ingested with edition governance
  • ▸Clause-level search with traceable sources
  • ▸Three-tier permissions: enterprise / team / knowledge base
  • ▸On-premises deployment — data never leaves the enterprise

Beyond faster retrieval, the risk of citing outdated editions dropped sharply.

Explore the knowledge base product
Knowledge Base + Custom EvolutionPhase 1 rolling out

A slope knowledge base that grew into a slope early-warning system

A transportation group · Transportation infrastructure

Slope codes, geological data and treatment experience scattered across individuals and files — never found when needed.

Deliverables
  • ▸Phase 1: slope engineering knowledge base in production
  • ▸Phase 2: monitoring data connected, evolving into early warning
  • ▸Samples, rules and cases consolidated per scenario
  • ▸AI assistance + professional engineer review

Knowledge becomes an asset first, capabilities evolve next — mature products as the base, custom builds filling the gaps.

Explore the knowledge base product
Product ProcurementOngoing procurement

Drawing and document translation — out of the box, terminology consistent

Multiple design institutes on overseas projects · Overseas engineering

Foreign codes, equipment documents and drawings relied on manual translation — inconsistent terminology and long cycles.

Deliverables
  • ▸AI document translation with controlled terminology and preserved layout
  • ▸Drawing translation: multilingual handling of title-block text
  • ▸Controlled accounts + human review workflow
  • ▸Sensitive data kept under control, meeting cross-border requirements

Terminology consistency improved and manual revision rates dropped visibly.

Explore the translation product
Four engagement types, one guided journey:Top-Level DesignProduct ImplementationCustom EvolutionScale-Up

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Whether you want top-level design first, or to deploy the knowledge base and translation products right away
Start with one conversation — we begin by understanding your real scenario

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Case studies are presented anonymously to honor client confidentiality — for detailed rollout processes and peer references, ask us in a consultation