All use casesMarket Intelligence

The whole market, read overnight. On your desk by morning.

One real workflow, start to finish — the problem, the sources, the twice-daily routine, and the briefing & dataset that land in your inbox.

01
The problem
02
What we connect
03
The routine
04
The result
01The problem
1,200+ sources

to monitor by hand — news, competitors, and hundreds of institution sites. A team can skim a handful. At this scale, it's simply undoable.

Monitor news
Media & social
Crawl sites
1,200+ pages
Read & parse
PDFs · docs
Categorize
By hand
Compile
Clippings

“By the time the briefing is compiled, half of it is already old news.”

02What we connect

Every source you'd watch if you had the hours.

Connected once, read continuously — the same media, competitors and institution sites your team tracks, plus the delivery channel it all lands in.

Connected sources5 live
News & media
Wire services, press & trade publications
● live
Competitors
Their sites, blogs & social channels
● live
Public data
Registries, filings & open data services
● live
Institution sites
1,200+ pages · PDFs parsed for the fields you want
● live
Email delivery
Structured briefings & dataset exports, on schedule
● live
Market Intelligence AI employeereads all five · continuously
03The routine

Twice a day, like clockwork.

You set the sources, the categories and the fields to extract once. Scheduled agents run the whole sweep on a cadence — and only report what's genuinely new since the last run.

06:00:00Scan the media
Sweep news, competitor sites & social — morning run
06:01:20Crawl & parse
Scrape 1,200+ sites, extract the fields you want from PDFs
06:02:35Categorize
Sort every article into your topics and themes
06:03:10De-dupe vs last run
Only genuinely new items since the last run are reported
06:03:52Compile & export
Build the press-clipping newsletter + clean XLS/CSV dataset
06:04:00Deliver
Email the structured briefing & dataset to the list
18:00:00Evening run↻ runs again
The whole routine repeats — nothing waits until tomorrow
04The result

A briefing & a dataset, built while you sleep.

A daily newsletter and a clean, structured market dataset — assembled automatically, twice a day. Research that used to take a team now runs itself.

inbox · Daily Market Briefing
Sent
Press clipping · 06:04 CET
Daily Market Briefing
Thu 2 Jul · 37 new items across 6 topics · 1 team-relevant flag
Regulation & policy9 new
New curriculum framework enters public consultation
Ministry of Education · 05:41
Competitors6 new
Rival publisher launches a digital learning platformflag
Trade press · 05:58
Market & funding4 new
Regional edtech fund closes at €40M
Business daily · 04:12
+ 18 more across Technology, Events & People →
export · market_dataset.xlsx
Clean
Structured export
1,204 rows · 8 fields
.XLSX.CSV
Institution
Category
Updated
Status
Meridian Grammar
Curriculum
02 Jul
● new
Vantage Technical
Enrolment
02 Jul
● new
Beacon Maritime
Programs
01 Jul
unchanged
Lyceum Economic
Fees
02 Jul
● new
Aurora Classical
Curriculum
30 Jun
unchanged
Kestrel Arts
Events
02 Jul
● new
1,198 more rows · parsed from PDFs & sites overnight

↑ Two deliverables, every run — a categorized briefing for people to read, and a clean dataset for systems to use.

Put a Market Intelligence AI employee on your sources.

Point it at your news, competitors and institution sites. We scope the categories and the fields to extract with you — and it delivers on your schedule.