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Outcome Focused

Architecting Data Integrity

I transform chaotic CRM data into AI-ready infrastructure. By building robust foundations, I ensure your business scales on truth, not guesswork.

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Data Cleanliness

100%

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System Uptime

99.9%

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AI Readiness

Day 1

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Schema Efficiency

Optimized

Engagement Models

Modular services designed to meet you where you are in your data maturity journey.

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Audit & Assessment

A deep dive into your technical debt, schema limits, and process bottlenecks. We identify exactly why your reports don't match reality.

  • check_circleTech Debt Inventory
  • check_circleProcess Bottleneck Analysis
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Architecture & Design

Future-proof data modeling. I create the ERDs and integration strategies that allow your CRM to talk to your data warehouse seamlessly.

  • check_circleERD Creation
  • check_circleIntegration Strategy
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Implementation Support

Hands-on configuration and migration oversight. I don't just design the house; I help pour the foundation to ensure structural integrity.

  • check_circleMigration Oversight
  • check_circleQA & Validation
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Team Enablement

Documentation is useless if no one reads it. I provide workshops and training to ensure long-term ownership by your internal team.

  • check_circleCustom Workshops
  • check_circleLiving Documentation
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Systems of Record

I specialize in the modern data stack, ensuring seamless flow between CRM, Data Warehouse, and Marketing Automation platforms.

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Salesforce

Core CRM

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HubSpot

Marketing Hub

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Snowflake

Data Warehouse

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Fivetran

ETL Pipelines

Data Object Lifecycle

Leads
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Accounts
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Opportunities
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Revenue

Concrete Deliverables

I don't sell abstract advice. You receive tangible assets that your engineering and operations teams can use immediately.

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Entity Relationship Diagrams (ERD)

Detailed visual mapping of all standard and custom objects, fields, and relationships.

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Data Governance Playbook

Rules of engagement for data entry, duplicate management, and field usage policies.

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Migration Scripts & Maps

SQL or Python scripts for ETL processes, ensuring data integrity during transfer.

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API Integration Docs

Swagger/OpenAPI specifications for how 3rd party tools connect to your core CRM.

Ready to build a solid foundation?

Stop patching leaks. Let's re-architect your data strategy for the AI era.

Let's Talk