Our work

TV schedule analytics dashboard

TV schedules that staff compiled by hand and charted in Excel are now collected automatically and viewed on screen. The weekly rebuild that took more than 4 hours now takes under a minute.

Manual work time

Before

4+ hours

After

Under 1 minute

The delivered schedule analysis screen. The left menu lists 차트센터 (Charts), 표센터 (Tables), 수집 (Collection) and 스케줄 (Schedule). The main area shows airtime by channel, own-content share, weekly and monthly airtime trends, comparisons with the same period last year and year to date, and a competitor IP comparison.

To protect client information, these screens recreate the same features with mock data.

Client
Domestic toy company
Industry
Toys
Delivered
2026
Duration
2 months
Area
Workflow automation
  • Schedule data collection
  • Scheduled automatic runs
  • Chart visualization
  • Regular reporting

Background

TV schedules change every week. Knowing how much airtime the company’s content gets on each channel, and what competitors are doing, means watching the schedules constantly.

What we found

Staff compiled the schedules by hand and built each chart one by one in Excel. Every week the same work started from scratch. Comparing with an earlier period meant finding the old files and lining them up again.

The problem

Automating collection alone piles up numbers that nobody reads, and someone ends up opening Excel again. Manual work only goes away when collecting, viewing and reporting are connected as one process.

What we built

There are two deliverables: one for collecting and one for viewing.

  • Collection console — Staff register which channels to collect and switch them on or off. Collection status and run history are on the same screen, and schedules can be downloaded as Excel. Adding a channel does not require a developer
  • Analysis screen — Weekly and monthly airtime trends, comparisons with the same period last year and year to date, own-content share and competitor IP comparisons on one screen

The delivered collection console. The left menu lists 수집 현황 (Collection status), 채널 관리 (Channels), 데이터 관리 (Data), 시스템 로그 (System log) and 엑셀 편성표 (Excel schedule). The channel screen shows a table of registered channels with their active status and Disable, Edit and Delete buttons. Channel names and collection addresses are blurred.

Before automating collection, we turned the staff’s selection criteria into rules. Which items to keep and which to drop existed only in people’s heads, not in any document. Automation built on that basis would produce results no one could trust. The many detailed requirements actually helped: the more specific the criteria, the more of them can become rules.

Results

Built and delivered in two months. Compiling schedules by hand and charting them in Excel is no longer needed. Staff open the screen to see the current schedule and how it compares with earlier periods.

See more work built the same way under Web data collection.

See more work on this topic under Data analysis.


Cost by collection scale and difficulty — Data collection pricing