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Closing the gap between data and decisions.
National data, local reports and consultant studies were scattered across divisions and systems, with no way to turn them into policy advice in real time. We built an automated intelligence pipeline so decision-makers work from a precise, live and ready-to-use map of the economy, not an outdated static report.
- More news of park companies expanding and hiring
- Power and water applications are rising; supply worth watching
- Suggested question: local supply-chain partnership needs
- Client
- Local Government Economic Development Bureau
- Period
- Since 2024
- Data sources
- Roughly 80 to 100, updated regularly
- Technology
- Microsoft Fabric, RAG, AI Agent
Plenty of data, too little of it in decisions.
National data, local reports and consultant studies sat in different divisions and systems. A single industry analysis took days of manual compilation and could be out of date by the time it reached senior officials.
Preparing briefing notes meant combing through hundreds of pages of PDFs. The core mission of this project was to close the gap between data and decisions.
Many sources, flowing into one governance layer
We introduced Microsoft Fabric, an enterprise-grade data management platform, and used its data lake to bring SQL, API and manually uploaded data into a single governance layer, breaking down data silos.
- In-house crawlers collect open data from city bureaus, news and industry trends, replacing manual compilation
- Industry trend reports from consultants such as Nomura Research Institute (NRI) are turned into structured data
- Roughly 80 to 100 data sources connected and updated regularly
Ask directly, with every answer sourced
The platform includes an interactive AI Agent grounded in the structured data gathered by the data hub, covering every statistic used in the dashboards. Users simply ask a question and get an interpretation of industry trends and statistics.
- Built on a RAG knowledge base, so every answer traces back to its data source
- Keeps the model from making things up
- A trustworthy analysis partner
Over the past year, 12 new plants opened (illustrative). New openings every quarter, more in the second half, mostly around the industrial parks.
A briefing draft in minutes
Staff no longer page through hundreds of PDF pages. They talk to the AI Agent, which searches the latest industry data, summarizes the trends and context, and produces a data-backed briefing draft within minutes.
- Searches the latest data in real time
- Summarizes trends and context automatically
- Drafts cite their data sources; staff polish and finalize
Over the last quarter, the city’s semiconductor supply chain has centered on capacity expansion and equipment investment; companies are watching power, water and talent supply.
- Semiconductor-related factory registrations are up year on year[1]
- A growing share of industry news mentions expansion and equipment investment[2]
- Consultant reports point to advanced-packaging demand opening doors for local suppliers[3]
Outline the city’s existing support for land matching, utilities coordination and talent development, and ask companies what local supply-chain partnerships they need.
Council hearings and site visits, right on a phone
Interactive charts were designed together with industry consultants and support live filtering and drill-down. A responsive layout lets senior officials pull up complete industry intelligence on a tablet or phone during council hearings or field visits.
- Live filtering and drill-down
- Easy to read on tablets and phones
- Analysis that once took days of manual work is now on the dashboard
Analysis that took days is now on the dashboard.
| Area | Outcome |
|---|---|
| Data foundation | Roughly 80 to 100 data sources feed a regularly updated industry database, the data foundation for industrial governance |
| Analysis speed | Industry analysis that once took days of manual compilation is now available on visual dashboards |
| Lighter workload | Briefing drafts went from combing through hundreds of PDF pages to a few minutes of conversation with AI |
| Mobile access | Complete industry intelligence on tablets and phones, anytime |
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