Real-Time DataOps

Engineering the
Speed of Thought.

Automated, real-time data pipelines that turn raw chaos into instant business value. Move beyond batch processing to insights in milliseconds.

< 100ms
Latency
100%
Automated
TB/s
Throughput

The "Batch" Bottleneck

Relying on nightly batch jobs means your business is always 24 hours behind. Fragile scripts break silently, and scaling requires manual server provisioning.

  • High Latency (Yesterday's Data)
  • Silent Failures

Real-Time DataOps

Treat data infrastructure as code. Ingest events instantly with Kinesis/MSK, process with serverless Lambda/Glue, and recover automatically from failures.

  • Sub-second Latency
  • Self-Healing Pipelines

The Modern Data Stack

Built for Velocity. Engineered for Scale.

High-Velocity Ingestion

Catch Every Event with Kinesis & MSK

Whether it's clickstreams, IoT sensors, or financial transactions, we architect robust ingestion layers using Amazon Kinesis and Managed Kafka (MSK). We decouple producers from consumers, ensuring zero data loss even during traffic spikes.

Real-time Kinesis Architecture
Serverless Glue & Lambda Pipeline

Serverless Transformation

Code-First Transformation with Glue & Lambda

Move beyond drag-and-drop tools. We write modular, testable PySpark code. We enforce strict data quality using the AWS Glue Schema Registry to prevent 'bad data' from polluting your lake.

Orchestration & Governance

Orchestrated Reliability with Step Functions

We banish cron jobs. Using AWS Step Functions, we build resilient workflows with built-in Dead Letter Queues (DLQ) and automatic retries, ensuring zero data loss when downstream systems fail.

AWS Step Functions Workflow

Our Methodology

From chaos to clarity in three steps.

1

Ingest & Buffer

Decouple systems with Kinesis/MSK to handle backpressure and bursty loads, ensuring your downstream systems never crash.

2

Process & Enrich

Apply business logic in real-time using Lambda/Flink. All logic is deployed via CI/CD pipelines with automated unit tests for reliability.

3

Deliver & Act

Route clean data to data lakes, warehouses, or downstream APIs for immediate action, driving real-time dashboards and applications.

Proven Results

Client Type Use Case Outcome
AdTech Platform Real-time bidding engine 12ms Processing Latency
Logistics Giant Fleet tracking & optimization $2M/yr Fuel Savings
FinTech Scaleup Fraud detection pipeline 99.9% Prevention Rate

Ready to Build for Velocity?

Stop making decisions on yesterday's data. Let's architect a pipeline that keeps up with your business.

Architect Your Pipeline

A 30-minute peer conversation, not a sales pitch.