Unlock the Power of Your Data

Modern data engineering for analytics, AI/ML, and business transformation. Build, scale, and modernize with confidence.

Get Started

What We Do

Data Pipeline Architecture

Robust ETL/ELT for analytics & operations

Automated, reliable data flows
Real-time and batch support
Compliance & monitoring built-in

Cloud Modernization

Secure, cost-optimized workloads (AWS/GCP/Azure)

Seamless migration
Cost & performance tuning
Security best practices

AI/ML Enablement

MLOps and real-time feature store pipelines

Production-grade ML pipelines
Real-time feature stores
Monitoring & governance

Pricing

Starter

$2,000/month

5 hours consulting/month
Basic Slack/email support
One pipeline or cloud review

Growth

$5,000/month

15 hours consulting/month
Priority response SLA
Architecture design or cloud optimization
Quarterly roadmap session

Enterprise

$12,000/month

40 hours consulting/month
Dedicated Slack channel
Real-time collaboration + execution support
Custom tooling, onboarding, and monthly workshops

Add-ons

Ad hoc hourly consulting: $350/hr
On-site visits: $3,000/day + travel
Data audit report: $2,500 flat

About Practical Data Work

Founded by a veteran of Fortune 500, telecom, and e-commerce data teams, Practical Data Work brings deep technical expertise and a proven track record to every engagement.

We've architected solutions for petabyte-scale analytics, real-time ML, and secure cloud migrations—helping clients unlock new value, reduce costs, and accelerate innovation.

Success Stories

↓ 40%

Reduced cloud spend for a global retailer by optimizing data pipelines and storage.

↑ 10x

Increased analytics throughput for a telecom by re-architecting ETL workflows.

Real-Time

Enabled real-time ML predictions for a fintech, powering fraud detection and personalization.

Let's talk data solutions.

Share your challenge and get a response within 1 business day.