Company filings
Official updates and company announcements.
Automated intelligence / Live market system
The dashboard is the result.
This market intelligence system collects company filings, market data, news, investor discussion and earnings transcripts on a schedule. It compares information from different sources, prepares reports from what it has collected and presents the result through a live dashboard.
What was built
A working system behind the dashboard.
People see the dashboard, but the valuable work happens behind it. The system gathers current information, keeps the history intact, compares signals from different sources and turns the result into reports, profiles, alerts and clear views.
It handles the repetitive collection and first draft work while people stay responsible for judgement. The same pattern can be built around any business information your team needs to monitor.
How it works
The work happens behind the dashboard.
Information arrives from several places. Scheduled tasks collect it, compare it and prepare useful updates. People review important information before it reaches the live view.
01Information comes in
Market data
Prices, company facts and commodity information.
News and discussion
News, investor discussion and earnings transcripts.
02Automated processing
The system repeats these tasks as new information arrives.
Gather
Collect
New information is saved on a schedule.
Compare
Check
Different sources are checked against each other.
Prepare
Explain
Reports and alerts are prepared from what was collected.
The system keeps checking until the information is ready.
03People stay in control
Human review
Important profiles receive a human check.
Clear sources
Each update can be traced back to its information.
04Useful results
Reports and alerts
Changes become useful updates for a team.
Live dashboard
The result is a clear view your team can use.
Information moves through the system while people stay in control when judgement matters.
27scheduled tasks
71,000+sentiment records
5,600+news articles collected
20report types produced
Live project
A live market intelligence dashboard.
The live dashboard turns that collected information into market views, company fundamentals, commodity comparisons, sentiment and research output.
Clear sources
Reports link back to the source material used so important claims can be checked.
Historical record
New information is added alongside previous data so changes can be followed over time.
Human judgement
The system handles collection and drafting. People review company profiles and remain responsible for decisions.