Mass Tort Marketing Agency
Comment triage connected across more than 100 advertising accounts
A legal-marketing workflow classified advertising comments, applied defined handling rules, and surfaced ambiguous cases for human review.
Evidence review updated
Project overview
- Client
- Mass Tort Marketing Agency
- Original industry
- Legal Marketing / Media Buying
- Implementation
- n8n + Meta Graph API + AI sentiment analysis
- Evidence status
- Project-specific; not independently audited
- Lead response
- AI classification
- Communications
THE STARTING POINT
The operating problem
The team needed a consistent way to review and route high volumes of sensitive advertising comments across more than 100 accounts.
THE IMPLEMENTED SYSTEM
What Systemify delivered
A legal-marketing workflow classified advertising comments, applied defined handling rules, and surfaced ambiguous cases for human review.
Tools and platforms
n8n · Meta Graph API · AI Sentiment Analysis
Brokerage data stays governed. Material deal decisions stay human.
We design business broker systems around least-privilege access, documented data flows, protected credentials, traceable activity, and approval gates. Systemify does not use client information to train its own models. When a workflow uses an external AI provider, its purpose, data fields, and retention approach are documented and approved before client data is transferred.
PUBLISHED RESULTS
Operational comparison
The system centralized high-volume comment handling and applied configured response, hiding, and review rules. Salary savings and complete elimination of manual work are not published.
| Comparison point | Before | Published outcome or configuration | Evidence basis |
|---|---|---|---|
| Account coverage | Comments reviewed account by account | One workflow connected to 100+ ad accounts | Implementation scope |
| Exception handling | Manual review of every comment | Defined classes handled automatically; ambiguous comments flagged | Configured workflow behavior |
WHY THIS MATTERS TO A BUSINESS BROKER
A transferable operating pattern—not a brokerage claim
Demonstrates high-volume classification, prioritized responses, exception handling, and human oversight across sensitive communications.
Your brokerage’s data, tools, process, market, and results will differ. We assess those conditions before recommending an implementation.
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