Automated Signal Detection for High-Stakes Decision Making
The Problem: The “Infinity Feed” Fatigue
Most leaders stay “informed” by skimming LinkedIn, 20+ newsletters, and news sites. This is a massive hidden time-sink. You are essentially doing the manual labor of a research assistant—filtering through 95% noise to find the 5% signal that actually impacts your business.
The Vision: Personalized Intelligence on Autopilot
Instead of you going to the information, the information is processed, synthesized, and brought to you. “The Pulse” is a custom-built agent that acts as a 24/7 research department, delivering a high-density brief every morning.
The Technical Architecture
- Sourcing (RSS & API): We aggregate data from your specific “Information Diet”—industry journals, competitor blogs, and regulatory updates.
- The Filter (Anthropic Claude-3.5 Sonnet): Unlike generic AI, this agent is given a “Strategic Lens.” We tell it exactly what you care about (e.g., “Only flag updates regarding AI regulation in the EU” or “Ignore all marketing fluff”).
- Synthesis: The agent categorizes findings into:
- Threats: Immediate risks to your current model.
- Opportunities: Gaps in the market or new tech to leverage.
- Action Items: What you need to do or say today.
- The Delivery (Coda Dashboard): A clean, single-page view in Coda that resets every 24 hours.
The “Strategic Lens” Logic
The “Signal” is found in the Comparison. The system doesn’t just look at one article; it looks at the overlap between multiple sources. If three different journals mention a shift in “Vector Database” efficiency, the system flags it as a Trend, not just a news item.
The Business ROI
Competitive Edge: You spot market shifts days (or weeks) before they become “common knowledge.”
Time Reclaimed: 3–5 hours per week previously spent on manual research.
Mental Clarity: You start your day with the “Bottom Line,” not a cluttered inbox.