100 Public Datasets Could Power Industry-Specific Decision Tools

The work is shifting from finding files to using them

The Ministry of the Interior and Safety (행정안전부) held its first meeting of Chief AI and Data Administration Officers on September 30, 2026. Leaders from central government agencies and public institutions met to coordinate earlier release of 100 public datasets and improvements to public websites.

The decision to release the 100 datasets early first appeared at the Data Ministers’ Meeting (데이터관계장관회의) on August 27. The completion target moved forward by one year, from 2028 to 2027. The September meeting was the stage for coordinating execution across agencies.

The schedule is 10 datasets in 2025, 25 in 2026, and 65 in 2027. The 2027 volume is 35 datasets above the originally planned 30, which also means more cleanup and rights review must happen before publication.

The 100 datasets were selected from more than 3,280 candidates gathered through visits to more than 800 companies and a public demand survey. They include renewable-energy technical potential, safety inspections for special bridges, crop pest and disease diagnosis, decisions by the Korea Fair Trade Commission (공정거래위원회), and traditional architectural patterns.

A planned release does not automatically mean data can be used in a commercial service. Check each dataset’s actual release date and delivery format separately. Also check the terms on its detail page for commercial use and whether modification is allowed. In particular, Korea Open Government License Type 2 and Type 4 (공공누리 제2유형과 제4유형) do not permit commercial use.

What changes for a solar installer with 12 employees

Consider Do-yoon Kim, a sales manager at a 12-person solar installation company. He is a fictional character, used to make the process of working with public data at a small business concrete.

When an installation inquiry arrives, Kim receives a customer address and region, then searches public pages run by several agencies. He re-enters the address and site area, checks the reference date and units, and copies needed figures and explanations into a document.

The harder problem is not search but judgment. He must determine whether a file he used last time has changed, whether identically named fields mean the same thing, and whether the material can be reused in sales documents. Missing one source could mean sending a customer a report based on inconsistent evidence.

If data such as renewable-energy technical potential is actually released, what Kim needs is not a download button. He needs a screen where entering an address or region gathers relevant material into an initial review sheet. Each figure should show its source, reference date, usage terms, and the limits of what the data cannot explain.

When data changes, the tool could flag only the changed fields and mark existing customer reports that need another look. AI can quickly build features that read public documents and explain them in plain language. But only continued feedback from people in the field can reveal which changes affect actual quotes and consultations.

Site visits, structural checks, permit judgments, and contractual responsibility still stay with people. Public data can filter out low-potential inquiries in an initial conversation and help prepare questions. It does not replace a final judgment. Being clear about a dataset’s limits can create trust.

Other companies can quickly copy the same screen and text-summary feature. Harder-to-copy assets are a change history connected whenever a dataset name changes, exceptions reported by field users, records showing which figures can be trusted, and distribution channels through industry groups or business partners. Data management, relationships, trust, and distribution endure longer than the technology.

Outside Korea, services sell the experience of not missing changes

Australia’s Planning Alerts emails residents when a new development application appears near an address. Citizen alerts are free, while bulk or commercial data use is offered through paid subscriptions.

Planning Alerts covers development applications near an address and, according to its operating organization’s 2026 statement, covers 194 planning authorities. The hard-to-copy part is not the alert screen. It is the operating record of continuously gathering data that differs across local governments and connecting it to locations.

The US service LegiScan tracks bills, amendments, hearings, and legislative status across the US Congress and all 50 states in one place. Individuals can start for free, while organizations pay for functions such as tracking multiple jurisdictions together or receiving changes quickly in their work systems.

The company says it has operated for more than 20 years and tracks more than 200,000 bills in the current two-year cycle. Bill texts may be public, but aligning formats across jurisdictions and not missing changes requires a long record of collection.

The UK’s Birmingham City Observatory uses tools that bring internal and external city data together and update it automatically. Residents and public officials can view explanation pages for each dataset, while staff manage publication status and update processes.

A case study by supplier OpenDataSoft records 287 datasets and an average of 96,000 API calls per month. These are figures reported by the supplier itself. Still, they make clear that institutions pay not simply for file storage, but for automatic updates and staff management.

Four small ways to start here

1. Initial review sheet for solar candidate sites

• What it does: Combines released renewable-energy data into an initial consultation review sheet for a candidate area.
• Who uses it: Solar installation companies with 5 to 20 employees that receive several installation inquiries a day but have no dedicated data specialist.
• Why now: Renewable-energy technical-potential data has been named as a priority release target, which may increase the work of finding and explaining it.
• First screen: An address or region field, followed first by the data reference date, usage terms, and items that cannot be judged from this data alone.

2. Industry alerts for Korea Fair Trade Commission decisions

• What it does: Finds content relevant to a selected industry and transaction type in new decisions, then explains it in plain language.
• Who uses it: An operator at a food-service headquarters running around 15 franchise locations without a dedicated legal staff member.
• Why now: Korea Fair Trade Commission decisions are expected to be released in a form that AI can read more easily, creating a starting point for search and classification.
• First screen: Below fields for selecting an industry and transaction type of interest, show new decisions, changed judgments, and links to the original text side by side.

3. A checklist for a side-dish shop starting delivery

• What it does: Turns support-program notices and permit guidance into questions and an order of required documents suited to the shop’s situation.
• Who uses it: An owner of a neighborhood side-dish shop moving from in-store sales into packaging and delivery.
• Why now: As more agencies release material, identifying the conditions and changes that apply to a specific situation matters more than simply gathering information.
• First screen: Ask for the operating area, current filing status, and intended sales method, then first show questions to confirm with the responsible agency.

4. A pre-release review box for public institutions

• What it does: Flags empty fields, inconsistent dates, missing descriptions, and items where a person must check rights in files scheduled for release.
• Who uses it: Data staff at local public corporations and affiliated institutions where one or two people handle publication work.
• Why now: With 65 datasets scheduled for release in 2027, institutions must prepare data in a shorter period.
• First screen: A field to upload a sample file, alongside four review lists: quality, usage terms, personal-information review, and the person responsible for updates.

Why this matters where you are

Check whether public data in your market is becoming more available, and whether its terms allow the use you have in mind. The agencies, licensing rules, and release schedules will differ from Korea’s. But you can still test whether people in one industry need help tracking changes, understanding limits, and turning scattered records into a first decision.

What to check today

Call three food-service headquarters operators running 10 to 30 franchise locations. Ask how they learned about recent Korea Fair Trade Commission decisions or changes in transaction standards. If at least two say they only looked after a problem occurred, and each can name three words they would want in an alert, the decision-alert tool is worth trying first.