Real-Time Customer Insights Platform for Optimized Ad Campaigns

Medium Priority
Data Engineering
Advertising Marketing
👁️20840 views
💬1352 quotes
$50k - $150k
Timeline: 16-24 weeks

Our enterprise is seeking a robust data engineering solution to build a real-time customer insights platform. This project aims to enhance our advertising and marketing strategies by leveraging cutting-edge data technologies such as Apache Kafka and Spark, enabling us to process and analyze customer data more efficiently. The initiative will facilitate data-driven decision-making and improve the effectiveness of our ad campaigns.

📋Project Details

In the rapidly evolving landscape of advertising and marketing, the ability to act on real-time customer insights is crucial for maintaining competitive advantage. Our enterprise company is looking to develop a sophisticated data engineering platform that seamlessly integrates real-time analytics into our marketing operations. The project will employ technologies like Apache Kafka for event streaming, Apache Spark for large-scale data processing, and Airflow for orchestrating complex data workflows. Additionally, we intend to utilize dbt for data transformation and leverage cloud data warehouses such as Snowflake or BigQuery for scalable storage solutions. The platform will empower our marketing teams with actionable insights derived from customer data, enabling them to optimize ad campaigns in real-time, enhance targeting accuracy, and improve ROI. With a budget range of $50,000 to $150,000, the project spans 16-24 weeks, reflecting medium urgency. Our ultimate goal is to create a data mesh architecture that ensures data observability and reliability across all marketing channels.

Requirements

  • Develop a real-time data pipeline using Apache Kafka and Spark
  • Implement data observability and reliability measures
  • Integrate with Snowflake and BigQuery for scalable data storage

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Marketing teams and data analysts seeking enhanced customer insights for real-time decision-making in ad campaigns.

⚠️Problem Statement

Our current data processing capabilities are unable to deliver real-time customer insights, resulting in delayed decision-making and suboptimal ad performance.

💰Payment Readiness

The target audience is ready to pay for solutions that offer competitive advantage through real-time insights, leading to cost savings and improved ROI on ad spend.

🚨Consequences

Failure to develop real-time insights could result in lost revenue, missed opportunities, and diminished competitive positioning in the market.

🔍Market Alternatives

Current alternatives involve batch processing methods that lack the speed and agility required for real-time decision-making, limiting the effectiveness of ad campaigns.

Unique Selling Proposition

The platform's unique selling proposition lies in its integration of real-time analytics and data observability, offering unparalleled insight accuracy and operational efficiency.

📈Customer Acquisition Strategy

Our go-to-market strategy involves demonstrations at industry events, targeted marketing campaigns, and leveraging existing client relationships to introduce the platform as a critical tool for modern advertising strategies.

Project Stats

Posted:July 21, 2025
Budget:$50,000 - $150,000
Timeline:16-24 weeks
Priority:Medium Priority
👁️Views:20840
💬Quotes:1352

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