Data Streak
Fast data systems built for AI Agent workloads. We focus exclusively on Redis and MongoDB — designing NoSQL strategies that keep things fast.
NoSQL Architecture Design
Design schema, data models, and access patterns for Redis and MongoDB that match your workload — whether it's caching, session management, or full-text search.
Caching Strategies
Write-through, write-behind, cache-aside — we implement the right caching pattern on Redis Cloud to eliminate latency and reduce database load.
Vector & Hybrid Search
Build search pipelines combining keyword, semantic, and vector search on Redis and MongoDB Atlas Search for AI Agent retrieval workloads.
Data Migration
Zero-downtime migrations — ElastiCache to Redis Cloud, MongoDB Community to Atlas, Couchbase to Redis via MSK. Full data integrity validation.
Real-Time Data Pipelines
Stream processing with Change Streams, Pub/Sub, and event-driven architectures that keep your data layer in sync across services.
Backup & High Availability
Automated backup strategies, replica sets, sharding, and cross-region replication for production-grade data resilience.
Your data layer is the foundation.
We design, migrate, and optimize Redis and MongoDB deployments so your AI Agent workloads run on a data layer that's fast, resilient, and cost-effective.
Talk Data Architecture