News Monitoring
I build AI agents that replace noisy Google Alerts and manual RSS scanning with intelligent, context-aware news monitoring tailored to your business. These agents understand your sector, filter out irrelevance, and deliver structured briefings that save hours of daily scanning.
Keyword matching is not monitoring
Most news alert tools drown you in noise because they cannot distinguish between a relevant story and a coincidental keyword match.
The difference between a keyword alert and an intelligent monitoring agent is context. A keyword alert for your company name fires every time the name appears anywhere, regardless of whether the mention is meaningful. An AI agent understands what matters to your business — it knows the difference between a competitor announcing a product that directly affects your market and a passing mention in an unrelated article. I build agents that apply this contextual understanding across every source they scan, so what reaches your team is genuinely worth reading.
These agents run continuously, checking sources on schedules you define — from every few minutes for breaking-news sensitivity to daily sweeps for less time-critical monitoring. Every item they surface includes context: why it was flagged, which criteria it matched, and a concise summary so you can decide in seconds whether to dig deeper.
Industry-specific tracking
Agents configured to understand your sector's language, players, and what constitutes a meaningful development.
Sector-tuned relevance scoring
Each agent is configured with knowledge of your industry's terminology, key companies, and competitive dynamics. A healthcare monitoring agent knows that "FDA approval" for a competitor product is high-priority, while a passing mention of your sector in a general business roundup is not.
Multi-source aggregation
I connect agents to the sources that actually matter for your sector — trade publications, industry newsletters, specialist blogs, conference proceedings, and wire services. Not just mainstream news, but the niche outlets where important developments often surface first.
Entity recognition and linking
Agents identify and track mentions of specific companies, executives, products, and organisations across sources. When a story mentions a competitor by a subsidiary name or abbreviation, the agent still catches it and links it to the right entity in your tracking system.
Configurable priority levels
Not every story needs the same urgency. I configure tiered alerting — immediate notifications for breaking developments, daily digests for routine coverage, and weekly summaries for background context. Your team decides what warrants interruption versus what can wait.
Regulatory and policy monitoring
Automated scanning of government and regulatory sources so compliance-relevant changes never slip through.
Government gazette tracking
Agents that monitor official publications — federal registers, government gazettes, parliamentary proceedings, and regulatory body announcements. They parse dense legal and administrative text and extract the items relevant to your operations, summarising the implications in plain language.
Policy impact assessment
When a new regulation or policy change is detected, the agent doesn't just forward the document. It provides a structured summary: what changed, who it affects, the compliance timeline, and which parts of your business are likely impacted. This gives your legal and compliance teams a head start on analysis.
Cross-jurisdiction monitoring
For organisations operating across multiple regions, I build agents that track regulatory developments in each relevant jurisdiction simultaneously. The agent flags when a regulatory trend in one market may signal upcoming changes in another — giving you early warning across geographies.
Compliance calendar integration
Detected regulatory changes are linked to deadlines and milestones. The agent can populate a compliance calendar, create task items, or push structured data into your governance platform — turning passive awareness into active tracking.
Market events and structured briefings
Real-time signal detection and automated intelligence reports that reach the right people at the right time.
Market-moving event detection
Agents that identify M&A activity, funding rounds, IPO filings, leadership changes, and product launches in real time. They cross-reference multiple sources to validate signals before alerting — reducing false positives and ensuring your team reacts to confirmed developments, not rumours.
Competitive intelligence signals
Tracking of competitor activity across hiring announcements, patent filings, partnership deals, and public statements. The agent connects these dots into a coherent picture of what competitors are doing and where they're heading, rather than presenting isolated data points.
Automated daily briefings
Structured morning briefings delivered to email, Slack, or Teams. Each briefing is organised by topic, prioritised by relevance, and includes concise summaries with source links. I format these for quick scanning — your team should be able to get the full picture in under five minutes.
Custom report generation
On-demand deep-dive reports on specific topics, companies, or events. When something significant happens, the agent can pull together everything it knows — historical context, related developments, source analysis — into a comprehensive briefing document within minutes.
Ready to replace noise with intelligence?
Tell me what you need to track and I'll design a monitoring agent that delivers what matters.