> ## Documentation Index
> Fetch the complete documentation index at: https://docs.bitscale.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Signal Intelligence Track

> The difference between good timing and bad timing is the difference between a 1% reply rate and a 12% reply rate. This track teaches you to detect, interpret, and act on signals that tell you exactly when to reach out.

# Signal Intelligence Track

Data tells you who to reach. Signals tell you when. This track is about the when.

Most outbound operates on an arbitrary schedule: "send 100 emails per day, run for 7 days." Signal intelligence inverts this: you reach out when something meaningful has happened, to the people most likely to care about it.

The result is outreach that feels timely and relevant — because it is.

## What You'll Learn

| Module          | Topic                        | XP             |
| --------------- | ---------------------------- | -------------- |
| SI-1            | The Signal Framework         | 100 XP         |
| SI-2            | Job Change Detection         | 125 XP         |
| SI-3            | Funding & Growth Signals     | 125 XP         |
| SI-4            | Hiring Pattern Analysis      | 125 XP         |
| SI-5            | News & Event Triggers        | 100 XP         |
| SI-6            | Building Signal Workflows    | 125 XP         |
| SI-7            | Signal Intelligence Capstone | 300 XP         |
| **Track Total** |                              | **\~1,000 XP** |

## Prerequisites

GTM Foundation track + recommended: Data & Enrichment track (especially DE-1 on signal types).

## Certification

Complete all modules including the capstone to earn the **Signal Intelligence Specialist** certification.

<Card title="Start with SI-1: The Signal Framework →" icon="arrow-right" href="/academy/signal-intelligence/signal-framework">
  Learn the taxonomy of signals and how to evaluate signal quality before building workflows.
</Card>
