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Data & Process Design

From messy data and broken workflows to clean, scalable systems. I build the foundation that makes everything else work — then design the processes that keep it running.

skills.sh
$ consultant --skills --service data-process-design
Properties & Objects● active
Object Dependencies● active
Data Model Design● active
Flow Charts● active
Data Migration & Import● active
Data Standardization● active
Process Documentation● active
01

Phase 01

Audit & Discovery

Data Architecture Audit

Deep dive into your existing data model — field mapping, object relationships, data flows. I identify gaps, redundancies, and structural weaknesses before touching anything.

Process Mapping

Documenting your current workflows end-to-end. Who does what, when, and why. Every handoff, every bottleneck, every manual step that should be automated.

Stakeholder Alignment

Bridging the gap between what marketing needs, what sales expects, and what ops can deliver. Aligning teams on shared definitions, ownership, and priorities.

02

Phase 02

Design & Build

Data Model Design & Cleanup

Designing clean, scalable data architectures — custom properties, field dependencies, and naming conventions. Systematic cleanup of your existing database: merging duplicates, standardizing formats, enriching missing fields.

Process Redesign

Rebuilding workflows with clear ownership at every stage. Priority rules, SLAs, escalation paths, and automation triggers that eliminate manual intervention.

Integration Architecture

Designing sync logic between platforms — CRM, marketing automation, ERPs, and external tools. Bidirectional flows with conflict resolution and error handling.

03

Phase 03

Governance & Scale

Data Governance Framework

Establishing ownership rules, access controls, validation gates, and GDPR-compliant processes. Your data stays clean after I leave, not just while I'm here.

Data Quality Monitoring

Setting up automated data quality scoring, anomaly detection, and health checks that surface issues before they impact pipeline and reporting accuracy.

Governance Handover

Enabling your team to maintain and evolve the system. User guides, process documentation, and ownership transfer so the knowledge stays when I leave.

Ready to fix your data?

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I specialize in integrating Marketing Automation & CRM to drive business success. Let's talk about your project.

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