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SERVICES

Real-Time Data Platforms

We design and implement real-time data paths—from the event bus and stream processing through materialized views and APIs product teams can consume directly. We emphasize idempotency, ordering where it matters, backpressure, and cost-aware scaling so operational decisions ride on fresh, trustworthy signals.

AI Platform Engineering

What we deliver

Concrete capabilities and expertise – aligned with your project and cloud strategy.

Clear streaming topology: topics, contracts, evolving schemas

Near-real-time where it counts—without gratuitous ops burden

Pipeline observability, consumer lag, and replay-ready patterns

Clean handoffs to batch and ML workloads

How we work

Structured, transparent, and outcome-driven – from first assessment to operations.

  1. Event model & SLAs

    latency windows, volumes, critical consumers

  2. Platform

    messaging, processors, persistence tier, APIs

  3. Hardening

    deduplication, failure paths, recovery, security

  4. Operate

    metrics, alerting, cost and capacity reviews

Related services

Complementary offerings from the same service area.

Next step

Talk to us about real-time data in your domain.

CONTACT

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Real-Time Data Platforms | cloudstrata