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Data & Analytics2023Enterprise14 weeks

DataStream Inc.

Real-Time Analytics Dashboard

DataStream Inc. product screenshot

The Challenge

Decision-makers lacked trustworthy, near-real-time reporting and teams were blocked by slow queries.

Our Approach

We redesigned the data model, introduced streaming ingestion, and optimized query paths end-to-end.

The Solution

A real-time analytics suite with multi-workspace dashboards, fast exploration, and alerting.

Key Features

  • Sub-second exploration
  • Saved queries
  • Alert rules
  • Usage analytics

Tech Stack

ReactRustClickHouseKubernetes

Services

Data architectureDashboard UIPerformance engineeringCloud ops

Deliverables

  • Ingestion pipeline
  • Dashboards + alerts
  • Access controls
  • Observability and SLOs

What we delivered

A focused scope shipped in production-ready modules — designed for day-one usability and long-term maintainability.

01

Ingestion pipeline

02

Dashboards + alerts

03

Access controls

04

Observability and SLOs

The Results

Measurable improvements across delivery speed, reliability, and user experience.

50M

Events/day

<900ms

Query p95

-41%

Infra cost

+3.4x

Analyst throughput

The AI integration they built for our platform resulted in a 340% increase in user engagement. These engineers truly understand the product side of things.

Priya Nair

Head of Product, DataStream Inc.

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