From thousands of articles to a handful of opportunities.

Monitoring runs in the background every few hours. By the time you open the dashboard, the work is done.

1. 1

   Source discovery

   We work from trustworthy public sources: company newsrooms, regulators, stock-exchange filings, procurement portals and reputable business media. Each source has a quality tier (A–D).

2. 2

   Collection

   New content is collected through permitted APIs, RSS feeds and search APIs. We respect robots.txt and never bypass logins, paywalls or CAPTCHAs.

3. 3

   Normalization & deduplication

   Articles are standardized, and near-duplicates are merged: ten outlets repeating one announcement become one signal with ten supporting sources.

4. 4

   Entity extraction & classification

   Companies, agencies, people, locations and technologies are identified, and each event is classified (expansion, tender, funding, partnership…).

5. 5

   Verification

   Confidence is set from the evidence: HIGH needs a primary source or several independent reputable sources. Conflicts and single-source stories are flagged.

6. 6

   Matching & scoring

   Signals are compared with your watchlist and what you sell. Scores for relevance, impact, confidence, urgency and customer fit combine into an Opportunity Score.

7. 7

   Historical change detection

   New signals are compared with the past: repeated hiring plus a new site, a first move into a new country — patterns are flagged as inference.

8. 8

   Quality control

   Before anything reaches you, we check that sources exist, the company is named in them, dates make sense and facts are separated from analysis.