How Codimite Helped Feature.io Turn Blockchain Data Into Real-Time Intelligence

— A Story of Scale, Speed, and the Power of the Right Architecture

Feature.io is a fast-growing Web3 platform that runs digital engagement campaigns across blockchain networks. As their user base expanded and the number of on-chain interactions increased, their existing data pipeline started showing limitations. The team needed a more reliable and scalable way to ingest Avalanche L1 and subnet data and to combine it with internal systems for real-time insights.

They reached out to Codimite to help modernize their analytics infrastructure.

The Challenge: Scaling With Growth

Their challenges included:

• Difficulty ingesting and processing Avalanche blockchain data at scale
• Limited visibility for stakeholders who needed campaign and user metrics
• No straightforward way to combine on-chain and off-chain data
• Gaps in monitoring, uptime tracking, and operational reliability

The existing setup worked for early-stage operations, but it wasn’t built for the volume and complexity of a rapidly growing Web3 platform.

Pipeline

Codimite designed a fully serverless ETL pipeline using Google Cloud services. The goal was simple: create a scalable, low-maintenance system that could reliably move blockchain data into Feature.io’s analytics environment.

The architecture included:

• Cloud Run for containerized ingestion and enrichment
• Cloud Scheduler for automated polling every 5–10 minutes
• Pub/Sub for decoupled, resilient message processing
• Cloud Datastore for cursor tracking to prevent missed or duplicated blocks
• BigQuery is the central analytics warehouse with partitioning and clustering
• Secret Manager for secure credential storage

To support daily operations, Codimite also set up:

• Cloud Monitoring and alerting
• Audit logs
• Dashboards for smart contract usage, NFT activities, and user interactions

The Feature.io team appreciated the clarity and maintainability of the design, and the handover process was well-received.

The Impact: Reliable, Scalable, and Insight-Ready

Once implemented, the new pipeline made an immediate difference. Feature.io now had:

• Stable, predictable ingestion of Avalanche data
• Strong monitoring and automated recovery in case of failures
• Faster analytical queries through BigQuery
• Better visibility into campaigns, user actions, and smart contract events
• A system that could grow as their platform activity increased

The teams that depended on data now had access to the insights they previously struggled to get.

By partnering with Codimite, Feature.io upgraded their data pipeline into a scalable, secure, and efficient analytics engine. What used to be a bottleneck has now become a core strength supporting growth, improving visibility, and creating a reliable foundation for future expansion.

If you're looking to strengthen your own data infrastructure, whether you're working with blockchain, high-volume analytics, or real-time user insights, Google Cloud offers a powerful foundation. And with Codimite’s expertise in serverless architectures and data engineering, you can move from simply storing data to fully activating it.

The right setup doesn’t just solve today’s problems; it opens the door to what your platform can become.

Explore what Google Cloud + Codimite can unlock for you. Let’s build the next phase of your data story together.