Project Archive // 2023
Acquisition Protocol
Acquisition
Protocol
ServiceGrowth Engineering
PartnerB2B SaaS Company
StatusOptimized
Cycle8-12 WKS
Project Overview // Phase 01
Full-funnel engineering for a high-volume acquisition engine. We built the technical infrastructure to automate bid management and creative testing at scale.
Master Architect's Note
"When managing significant ad spend, the marketing narrative must be backed by a high-velocity data pipeline. We married elite quant engineering with strategic narrative loops to create an acquisition engine that compounds daily."
Live System Diagnostic // Node: 0
Verified Technical Asset // Confidential
01 // THE CHALLENGE
Manual management of significant ad budget was leading to waste and slow reaction times to market demand signals.
02 // THE ARCHITECTURE
A proprietary algorithmic optimization layer that integrates directly with ad network APIs, using real-time LTV data to adjust bids automatically.
Performance Metrics
0Automation
0CAC Impact
0Pipeline
0.1% Execution // The Laboratory
CAC ImpactReduced
Funnel Progress
Deployment LagZero
Response Time
Data RefreshReal-time
System Heartbeat
ScaleEnterprise
Data Flow
Stack Analysis
Python (Quant Core)Next.js (Admin)API AutomationData VisualizationClickHouse
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