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2026·AI Tool

Signal Tracker

Problem

Keeping up with market signals across news, regulatory filings, earnings calls, and competitor activity is a full-time job in itself. Most teams either miss important developments or spend significant time on manual monitoring that could be automated.

Approach

Designed an automated signal monitoring tool that ingests content from a defined set of sources and surfaces developments filtered by sector, geography, and strategic theme. Built the filtering logic around the kinds of signals that actually matter to strategy teams: regulatory shifts, competitor moves, leadership changes, product launches, and M&A activity. Focused on relevance filtering rather than volume, so the output is a curated feed, not a news dump.

Key Outputs

A working signal feed interface displaying categorised alerts with source labels, headlines, dates, and relevance tags. Configurable by sector and geography. Designed to be checked once daily rather than monitored continuously.

Impact

Replaces an ad hoc manual monitoring process with a structured, automated one. Gives strategy teams confidence that they are not missing material developments without requiring continuous active attention.

Tools & MethodsClaude API, n8n workflow automation, RSS and web scraping, prompt engineering, Next.js.