Practical architecture for companies that are growing faster than their data systems.

Data Architecture Assessment

Know what to fix before investing in a rebuild. An independent view of your current platform, the risks that matter, and the sequence of improvements that will create the most value.

Deliverables

• —Current-state architecture diagram
• —Key risks and bottlenecks
• —Maturity assessment
• —Prioritized recommendations
• —Target-state architecture
• —30/60/90-day action plan
• —Executive presentation
• —Technical walkthrough

Analytics Platform Blueprint

Design the target system before your team spends months building it. Translates business needs into a concrete technical and operating model.

Deliverables

• —Target architecture
• —Data flow diagrams
• —Warehouse & modeling strategy
• —dbt project structure
• —Orchestration design
• —Testing & observability strategy
• —Data contract model
• —Migration sequence

Data Design System

Make good data engineering repeatable. Turns architectural intent into practical standards your team can use every day.

Deliverables

• —Modeling principles
• —Naming standards
• —Metric governance
• —Data contract templates
• —dbt conventions
• —Documentation templates
• —Ownership & deprecation rules
• —Reusable reference implementations

Fractional Data Architect

Senior data architecture without a full-time senior hire. For teams that need experienced direction one day per week or a few days per month.

Deliverables

• —Architecture reviews
• —Roadmap development
• —Technical decision records
• —Team mentoring
• —Stakeholder alignment
• —Hiring support
• —Vendor evaluation
• —KPI & semantic governance