Campaign Analytics Engine
AI-Powered Campaign Analytics Engine for Million-Scale Data Processing
Note: Client name anonymized for privacy and confidentiality reasons.
The Challenge
A top-tier digital advertising agency was managing campaigns generating millions of data points daily — clicks, impressions, conversions, costs across dozens of platforms. Their team was spending 20+ hours per week manually aggregating data in spreadsheets, leaving little time for actual optimization.
They needed to:
- Process and analyze millions of raw campaign data points in real-time
- Identify underperforming campaigns and suggest specific optimizations
- Unify data from Google Ads, Meta, TikTok, LinkedIn, and proprietary platforms
- Generate client-ready reports automatically
- Predict campaign performance trends based on historical data
Standard analytics tools couldn't handle the volume or provide the depth they needed. They required a custom solution built for their specific workflows and data sources.
Our Custom Solution
We developed a high-performance campaign analytics engine that processes millions of data points and surfaces actionable insights in seconds.
Key Features
Real-Time Processing
Analyzes millions of data points with sub-second query times using optimized data pipelines.
AI Recommendations
Machine learning algorithms suggest specific optimizations for each campaign.
Unified Data Pipeline
Seamlessly integrates data from all major ad platforms into one dashboard.
Automated Reporting
Generates beautiful, client-ready reports with zero manual work.
Stakeholders Involved
CEO
Championed efficiency improvements and ROI metrics
Media Buyers
Primary users optimizing campaigns daily
Analytics Team
Defined data models and KPIs
Account Managers
Used automated reports for client communication
Tech Team
Managed API integrations and infrastructure
Finance
Tracked cost efficiency and ROI improvements
Ready to Build Your Custom Tool?
Let's discuss how we can create a tailored solution for your unique workflow challenges.
Schedule a Consultation