AI-Enhanced Data Engineering Consulting Framework

Level 1: Strategy Review

“Where are we, and where should we go?”

A focused, low-risk entry engagement that provides immediate clarity.

  • Assess current data engineering landscape and maturity.

  • Identify opportunities for AI-powered automation, monitoring, and observability.

  • Deliver a strategic roadmap with immediate recommendations.

Output: Executive briefing + prioritized roadmap.
Pricing: Fixed-fee, accessible investment.


Level 2: Architecture Blueprint

“How do we design it right?”

A deeper engagement that translates strategy into a concrete plan.

  • Design metadata-driven, AI-enhanced architecture tailored to your enterprise.

  • Recommend hybrid (cloud + on-prem) strategies aligned with compliance and budget.

  • Provide reference architectures and proof-of-value prototypes.

Output: Detailed architecture design + implementation plan.
Pricing: Tiered by complexity (mid-range investment).


Level 3: Implementation Accelerator

“How do we make it real?”

Hands-on consulting to execute and deliver.

  • Build out data pipelines, AI-enabled orchestration, and observability frameworks.

  • Train client teams on sustainable operations.

  • Implement governance and monitoring with AI-driven insights.

Output: Deployed solutions + trained teams.
Pricing: Custom, high-value engagement.


Level 4: Ongoing Optimization & AI Integration (Optional recurring tier)

“How do we maximize value over time?”

For clients who want long-term partnership.

  • Continuous improvement and observability.

  • Periodic health checks, optimization sprints, and AI upgrades.

  • Executive dashboards for ongoing ROI visibility.

Output: Ongoing measurable improvement.
Pricing: Retainer/subscription model.


🌟 Why EDNA?

  • Trusted Thought Leaders – Authors, trainers, and international conference speakers

  • Proven Track Record – Finishing the toughest projects where others fail

  • Balanced Approach – Practical delivery paired with forward-looking strategy


📞 Get Started

Your data architecture is the foundation for innovation, AI integration, and digital transformation.
Let’s make sure it’s strong, scalable, and built for the future.

👉 Schedule a Consultation


⚡ EDNA: Strategy that scales. Architecture that lasts.