SI-6: Building Signal Workflows

SI-6 · Signal Intelligence · 125 XP · ~22 min

You’ve learned to detect and interpret five types of signals: job changes, funding events, hiring patterns, news, and intent. Now the question is how to run all of them simultaneously without manual monitoring overhead. The answer is a unified signal workflow — a Bitscale system that watches for signals across all sources, scores them in real time, enriches the relevant contacts, generates outreach, and routes to your sequencer automatically.

Signal Workflow Architecture

A production signal workflow has four stages:

Stage 1: DETECTION
    Multiple signal sources → unified event feed
    (LinkedIn, Crunchbase, job boards, news APIs, your CRM)

Stage 2: SCORING & FILTERING
    Signal quality scoring (SI-1 framework)
    ICP fit check (DE-5 scoring)
    Deduplication (same company, multiple signals)

Stage 3: ENRICHMENT
    Find decision-maker contacts at signaled company
    Enrich with company intelligence (DE-4)
    Generate personalized copy using signal as context

Stage 4: ROUTING
    Tier 1 (high signal + high fit) → auto-export to sequencer
    Tier 2 → review queue for manual approval
    Tier 3 → add to nurture list
    Below threshold → log and ignore

Building the Unified Signal Grid

In Bitscale, create a master “Signal Feed” grid. This is the central input for all signals. Each row is a detected signal event. Signal Feed columns:

signal_date — when the signal was detected
company_name — target company
company_domain — for enrichment
signal_type — job_change / funding / hiring / news / intent / first_party
signal_description — what happened
signal_source — where you found it
signal_quality_score — from SI-1 scoring
icp_fit_score — from DE-5 scoring
priority_composite — combined signal × fit score
routing_decision — immediate / this_week / nurture / ignore
enrichment_status — pending / complete / failed
outreach_generated — true/false

Signal deduplication

You are reviewing a new signal for {{company_name}}.

New signal:
- Type: {{signal_type}}
- Description: {{signal_description}}
- Date: {{signal_date}}

Recent signals for the same company in the past 30 days:
{{recent_signals_list}}

Is this a duplicate or extension of an existing signal, or a new distinct signal?
- duplicate: Same event, already in queue
- extension: Same signal type, builds on existing (e.g., more hiring news)
- new_signal: Distinct new trigger

Return: {"classification": "...", "action": "skip_duplicate / merge_with_existing / add_as_new"}

Contact Finding from Signal

When a signal fires for a company, you need to find the right person to reach:

A signal has fired for {{company_name}}: {{signal_description}}

Based on the signal type ({{signal_type}}), who is the most relevant person to reach at this company?

Signal-to-persona mapping:
- funding: VP Sales, CRO, or CEO (depending on company size)
- job_change: The new hire themselves (if decision-maker) or their future manager
- hiring: Head of Sales Development, VP Sales, or RevOps
- news (product): VP Marketing or Head of Growth
- news (partnership): CRO or VP of Business Development
- intent: Whoever matches your primary buyer persona

Company size: {{company_size}}
Known contacts at company: {{known_contacts}}

Return the recommended target persona (title) and why.

Signal Workflow Automation

The most powerful setup is a trigger-based workflow that runs continuously: Option A: Scheduled batch (simplest)

Run signal detection workflow daily at 8am
New rows added to Signal Feed grid automatically
Scoring, enrichment, and copy generation run automatically
Outputs reviewed each morning before sequencer export

Option B: Near-real-time (advanced)

Webhook triggers from signal sources (Crunchbase, your CRM)
Immediate enrichment on signal receipt
Slack notification for Tier 1 signals requiring same-day action
Auto-export to sequencer for pre-approved signal types

Slack notification prompt for Tier 1 signals:

A high-priority signal has been detected:

Company: {{company_name}}
Signal: {{signal_description}}
Fit score: {{icp_fit_score}}
Signal quality: {{signal_quality_score}}
Composite priority: {{priority_composite}}

Recommended contact: {{recommended_persona}} at {{company_name}}
Enriched contact found: {{contact_name}}, {{contact_title}} ({{contact_email}})

Generated email (review and approve):
---
{{generated_email}}
---

Action required within: {{outreach_window}}

Signal Workflow Performance Tracking

Track these metrics for your signal workflow:

Metric	What to Track	Target
Signals detected per week	Volume of incoming signals	Depends on ICP size
Signal-to-outreach rate	% of signals that lead to actual outreach	> 40% (rest should be nurture/ignore)
Signal-to-reply rate	% of signal-triggered emails that get a reply	> 8% (vs. 3-5% for non-signal outreach)
Signal decay tracking	% of signals acted on within optimal window	> 70%
Tier distribution	% of signals reaching each tier	Tier 1 should be 10–20% of detected signals

Quick Check: What are the four stages of a signal workflow? What is signal deduplication and why does it matter? What metrics track signal workflow performance?

SI-6 Challenge: Build a Unified Signal Workflow (+125 XP)

Build a unified Signal Feed grid in Bitscale that combines at least 3 signal types. Requirements:

Signal Feed grid with all 11 columns defined
At least 30 signals loaded across 3+ signal types
Signal quality scoring + ICP fit scoring + composite priority
Deduplication check column
Contact recommendation column
Generated email for all Tier 1 signals
Performance tracking template (empty but set up for incoming data)

Submit SI-6 Challenge →

Share your Signal Feed grid. +125 XP on approval.

Next: SI-7 — Signal Intelligence Capstone →

Build and run a live signal workflow for 2 weeks. Submit the results and earn the Signal Intelligence Specialist certification.

​Signal Workflow Architecture

​Building the Unified Signal Grid

​Signal deduplication

​Contact Finding from Signal

​Signal Workflow Automation

​Slack notification prompt for Tier 1 signals:

​Signal Workflow Performance Tracking

​SI-6 Challenge: Build a Unified Signal Workflow (+125 XP)

Submit SI-6 Challenge →

Next: SI-7 — Signal Intelligence Capstone →

Signal Workflow Architecture

Building the Unified Signal Grid

Signal deduplication

Contact Finding from Signal

Signal Workflow Automation

Slack notification prompt for Tier 1 signals:

Signal Workflow Performance Tracking

SI-6 Challenge: Build a Unified Signal Workflow (+125 XP)