Case Studies

Proof of Execution

Proof of Execution

Real systems. Measurable outcomes. Every case study follows the same discipline:

identify the problem, design the system, execute with precision.

Real systems. Measurable outcomes. Every case study follows the same discipline: identify the problem, design the system, execute with precision.

AI & Automation Infrastructure

AI / MACHINE LEARNING INFRASTRUCTURE

SCALE AI

Gen AI / LLM Quality Control Systems

STRATEGYSYSTEMSOPERATIONS
The Context

Scale AI was rapidly expanding LLM and GenAI data labeling initiatives. Multiple teams were onboarding contributors quickly, with evolving client expectations and shifting production requirements.

The Problem
  • Scope misalignment between clients and delivery teams
  • Inconsistent onboarding calibration
  • Recurring data quality errors
  • No centralized upstream prevention system
The Approach

We stabilized quality at the root. First: standardize onboarding and calibration. Second: create measurable QA benchmarks. Third: build feedback loops between product, ops, and contributors.

The Execution
  • Designed QA benchmarks and thresholds
  • Led onboarding + calibration sessions
  • Built contributor SOP knowledge base
  • Flagged scope drift between PMs and delivery
  • Conducted root cause analysis for repeat data errors
  • Served as final review layer for client alignment
The Result
Reduced repeated annotation errorsImproved contributor onboarding speedIncreased client confidence in delivery standardsEstablished scalable QA infrastructure
Key Takeaway
This project demonstrates operational maturity: aligning fast-moving AI production with stable quality architecture.

SMALL BUSINESS / AUTOMATION

EMPIRE OF EASE AI

AI Automation & Workflow Enablement

STRATEGYSYSTEMSSALES ALIGNMENT
The Context

Small business clients were experimenting with AI tools but lacked structured implementation plans.

The Problem
  • Tool adoption without operational alignment
  • Founder dependency bottlenecks
  • No translation layer between AI capabilities and business needs
The Approach

Start with business goals. Then translate into workflow systems. Then deploy AI agents aligned to revenue-driving processes.

The Execution
  • Scoped AI automation workflows
  • Designed human-in-the-loop systems
  • Built CRM + automation structures
  • Delivered workshops for team adoption
  • Integrated AI agents into sales and marketing pipelines
The Result
Increased operational efficiencyReduced manual admin workloadClearer AI utilization strategyImproved sales follow-up structure
Key Takeaway
AI adoption succeeds when systems come before tools.

Revenue & Operations

WELLNESS / FITNESS

SPARTAN FITNESS

Studio Operations & Revenue Systems

STRATEGYOPERATIONSSALES LEADERSHIP
The Context

The studio had strong brand presence but needed tighter operational systems and revenue optimization.

The Problem
  • Sales process inconsistency
  • Retention gaps
  • Team misalignment on brand standards
  • Event execution not fully systemized
The Approach

Stabilize sales process. Clarify team alignment. Integrate community events into revenue strategy.

The Execution
  • Managed $300K+ quarterly pipeline
  • Built structured sales coaching system
  • Developed retention frameworks
  • Launched grassroots marketing campaigns
  • Designed community-based activations
The Result
21% revenue growth30% increase in new client acquisitionImproved retention + team cohesion
Key Takeaway
Revenue growth followed operational clarity.

FITNESS / FRANCHISE

CLUB PILATES

Retail Sales Systems & Team Alignment

OPERATIONSSALES STRATEGYTRAINING
The Context

Multiple studio locations required unified sales messaging and process discipline.

The Problem
  • Sales messaging inconsistency
  • Task tracking inefficiency
  • Retention vulnerability
The Approach

Systematize messaging. Align team workflow tools. Prioritize retention architecture.

The Execution
  • Integrated ZipWhip + ClubReady systems
  • Reorganized workspace + workflows
  • Co-authored unified sales messaging
  • Built retention advocacy initiatives
The Result
Increased bookingsImproved internal alignmentStronger recurring revenue stability
Key Takeaway
Franchise success is a systems discipline problem.

Media & Communications Systems

BROADCAST MEDIA

KRIV FOX 26

Editorial Systems & Real-Time Operations

OPERATIONSSTRATEGYCROSS-FUNCTIONAL COORDINATION
The Context

Fast-paced newsroom environment requiring multi-platform coordination.

The Problem
  • Fragmented communication across departments
  • Manual coordination of breaking coverage
  • Need for audience retention growth
The Approach

Improve cross-team synchronization. Integrate digital and broadcast strategy. Use data-informed story selection.

The Execution
  • Facilitated editorial strategy meetings
  • Coordinated newsroom + engineering workflows
  • Developed law enforcement relationships
  • Drove cross-platform story rollout
The Result
8% increase in audience retention300% growth in social viewershipFaster breaking news deployment
Key Takeaway
Speed without systems is chaos. Speed with structure scales.

PUBLIC HEALTH

HARRIS COUNTY PUBLIC HEALTH

Public Health Communications Infrastructure

STRATEGYCOMMUNICATIONSSTAKEHOLDER MANAGEMENT
The Context

DSRIP initiatives required cross-department and community alignment.

The Problem
  • Disconnected internal + public messaging
  • Limited structured digital engagement
  • Multi-stakeholder coordination complexity
The Approach

Centralize messaging. Build structured community feedback loops. Align internal communications with public campaigns.

The Execution
  • Directed documentary showcasing pilot success
  • Managed social strategy + outreach
  • Coordinated media placements
  • Served as liaison to leadership
The Result
40% boost in engagementStronger stakeholder trustClearer program communication
Key Takeaway
Public systems require both empathy and structure.

PR / POLITICAL STRATEGY

ONE WORLD STRATEGY GROUP

Strategic Communications & Client Acquisition

STRATEGYMARKETINGCLIENT SERVICES
The Context

Clients required white-glove strategic communications for civic and political initiatives.

The Problem
  • Fragmented digital presence
  • Inconsistent messaging across initiatives
  • Need for new client acquisition growth
The Approach

Strengthen messaging foundation. Standardize digital presence. Elevate presentation strategy.

The Execution
  • Directed press initiatives
  • Managed blog and social channels
  • Crafted speeches + campaign messaging
  • Contributed to mayoral campaign content
The Result
$60K+ in business closedExpanded digital footprintImproved public positioning
Key Takeaway
Narrative architecture drives acquisition.

GOVERNMENT / INFRASTRUCTURE

LA DEPT. OF TRANSPORTATION & DEVELOPMENT

Statewide Public Infrastructure Communications

PUBLIC AFFAIRSSTAKEHOLDER MANAGEMENT
The Context

Major public works projects required multi-party coordination and public transparency.

The Problem
  • High-stakes public communication
  • Contractor, media, legislator coordination
  • Project update transparency needs
The Approach

Establish consistent communication rhythm. Serve as centralized liaison. Monitor public sentiment daily.

The Execution
  • Disseminated project updates
  • Managed media + legislator inquiries
  • Briefed contractors and engineers
  • Monitored statewide transportation publications
The Result
Reduced misinformationImproved stakeholder clarityStrengthened public trust in major infrastructure initiatives
Key Takeaway
Operational communication stabilizes public perception.

Leadership & Experiential Design

INTERNATIONAL EDUCATION

INTERNATIONAL EDUCATION & LEADERSHIP

Cross-Cultural Leadership & Curriculum Systems

STRATEGYEXPERIENTIAL DESIGNEDUCATION LEADERSHIP
The Context

Teaching in Thailand and advising Mock UN in Spain required cross-cultural adaptability.

The Problem
  • Curriculum lacked engagement structure
  • Students required leadership cultivation
  • Global coordination complexity
The Approach

Design curriculum as systems. Build experiential outcomes. Encourage leadership ownership.

The Execution
  • Designed custom English curriculum
  • Built student-led media project
  • Organized school-wide Mock UN
  • Partnered with Fulbright mentors
The Result
Increased engagementStudent leadership recognitionHistoric Mock UN win
Key Takeaway
Systems thinking applies globally — not just operationally.

SAAS TRAINING

RE:WORK TRAINING

B2B Sales Systems & Onboarding Alignment

STRATEGYSALES SYSTEMSPIPELINE DEVELOPMENT
The Context

Rapidly growing tech training company scaling cohorts and partnerships.

The Problem
  • Lead qualification inconsistency
  • Sales-delivery handoff friction
  • Conversion tracking gaps
The Approach

Clarify qualification structure. Standardize onboarding systems. Align marketing and sales cadence.

The Execution
  • Built structured sales pipeline
  • Led demos + proposal development
  • Improved lead tracking systems
  • Partnered with marketing on growth strategy
The Result
Improved close ratesCleaner sales-to-delivery handoffMore predictable pipeline visibility
Key Takeaway
Conversion improves when systems replace improvisation.