Build Smarter Data Systems.
Unlock AI‑Powered Insights.

From foundational data architecture reviews to AI‑enhanced data engineering, EDNA delivers clarity, innovation, and scalable data solutions for healthcare, finance, public sector, and beyond.

Explore AI‑Enhanced Data Engineering Explore Data Architecture Review

 

What We Offer

AI‑Enhanced Data Engineering

Integrate AI into your data pipelines for automation, observability, and predictive power.

  • ML‑powered monitoring & root‑cause acceleration
  • Generative AI tools embedded in workflows
  • Advisory + hands‑on implementation

Learn More

Consulting & Projects

Hands‑on engagement: pipeline builds, migrations, performance tuning, governance.

  • Fabric Data Factory • Azure Data Factory • SSIS
  • Hybrid on‑prem + cloud strategies
  • Observability & cost optimization

Contact Us

Training & Education

Upskill your team with live and recorded training in modern data platforms.

  • Fabric Data Factory
  • Azure Data Factory
  • Conference‑tested curricula

View Training

Why EDNA?

Recognized Thought Leadership

Authors, international speakers, widely read technical blogs and courses.

Proven Complexity Handling

We finish the toughest projects where others stall—reliably.

Ethical, Value‑Driven Approach

Innovation with integrity. Client dignity, security, and outcomes first.

Scalable & Tiered Services

Start small. Grow deliberately. Predictable scope and ROI at each step.

 

Introducing AI‑Enhanced Data Engineering — Tiered Framework

Level 1: Strategy Review

"Where are we, and where should we go?"

Level 2: Architecture Blueprint

"How do we design it right?"

Level 3: Implementation Accelerator

"How do we make it real?"

Level 4: Ongoing Optimization & AI Integration (Retainer)

"How do we maximize value over time?"

Start AI‑Enhanced Data Engineering Review Schedule a meeting

 

Data Architecture Strategy Review — Tiered Framework

Level 1: Foundational Strategy Review

Architectural approach audit • Platform alignment • Governance & best‑practice gap analysis • Code quality review

Level 2: Deep Dive Architecture Optimization

Performance & bottleneck analysis • Pipeline optimization (SSIS / ADF / Fabric) • Migration & remediation roadmap

Level 3: Enterprise Multi‑Platform Strategy Review

Cross‑platform integration • Comparative platform analysis • TCO modeling • Governance & scale strategy

Level 4: Ongoing Advisory & Optimization (Retainer)

Periodic health checks • Improvement sprints • Proactive monitoring • Executive ROI dashboards

Start Data Architecture Strategy Review Schedule a meeting

Training & Resources

Azure + Fabric Data Factory Training

Beginner to Advanced Level

View Schedule

Recorded Courses

Conference‑tested lessons for team enablement at your pace.

View Catalog

Andy Leonard's Blog

Essays, design patterns, and practical guidance from the field.

Read Latest

Engineer of Data Newsletter

Andy Leonard's Newsletter is titled "Engineer of Data"

Sign up & Read Latest