Case Studies

Decisions made.
Outcomes delivered.

Selected engagements that illustrate the approach: the decisions faced, the tradeoffs weighed, and the results achieved. Not tool showcases or tactical walkthroughs — stories of judgment applied to high-stakes situations.

Healthcare Staffing Marketplace (Smart Rates Pricing System)

Healthcare Services

Challenge

Manual and static pricing led to inconsistent shift fill rates, unnecessary labor cost inflation in some markets, and underfilled shifts in others, creating operational inefficiency and marketplace imbalance.

Decision

Implement an AI-assisted, real-time pricing recommendation system that optimizes for fill speed, cost efficiency, and clinician quality while preserving human oversight.

Tradeoffs Considered

Balanced static versus dynamic pricing, manual control versus algorithmic assistance, cost minimization versus fulfillment speed, and full automation versus human-in-the-loop decisioning.

Outcome

Improved shift fill rates, reduced overpayment in competitive markets, more consistent pricing decisions at scale, and increased trust across the marketplace without removing human judgment.

AI DecisioningMarketplace DynamicsProduct StrategyPricing OptimizationHuman-in-the-Loop

Management Consulting Platform (Low-Touch Delivery Model)

Management Consulting

Challenge

Traditional 1:1 consulting limited scalability, constrained revenue to active engagements, and made it difficult to monetize expertise before, after, or between client projects.

Decision

Design a productized consulting platform that converts high-value advisory workflows into low-touch, repeatable services while preserving strategic rigor and client trust.

Tradeoffs Considered

Balanced bespoke consulting versus scalable delivery, depth of customization versus operational leverage, human-led strategy versus productized enablement, and short-term engagement revenue versus long-term recurring value.

Outcome

Enabled ongoing revenue streams independent of active engagements, reduced delivery friction for clients, expanded reach beyond traditional consulting capacity, and created a durable platform for strategy, execution, and ongoing support.

Product StrategyBusiness Model InnovationPlatform DesignConsulting TransformationAI Enablement

Business Efficiency Tool (Global Insurance Brokerage)

Insurance Brokerage

Challenge

High-volume creation of bespoke client documents required extensive manual effort, driving high labor costs, long turnaround times, and operational bottlenecks across teams.

Decision

Develop a proprietary efficiency tool to systematize document creation, dramatically reducing manual effort while preserving customization and accuracy.

Tradeoffs Considered

Balanced building a custom internal tool versus outsourcing or templating, upfront development cost versus long-term labor savings, automation versus quality control, and standardization versus client-specific flexibility.

Outcome

Reduced document creation time from approximately 12 hours to 15 minutes per document, significantly lowering labor overhead, increasing throughput capacity, and improving speed and consistency without sacrificing customization.

Workflow AutomationOperational EfficiencyCustom ToolingCost ReductionEnterprise Systems

Multi-Region Urgent Care Network (Marketing Operations Platform)

Healthcare Services

Challenge

Marketing teams managed dozens of regional campaigns using spreadsheets, leading to poor visibility, duplicated effort, missed dependencies, and an inability to understand relationships between campaigns, regions, and outcomes.

Decision

Replace spreadsheet-based planning with a centralized content and relationship management system purpose-built for multi-region campaign planning, drafting, and coordination.

Tradeoffs Considered

Balanced continuing with lightweight spreadsheets versus investing in a custom system, speed of execution versus long-term operational clarity, flexibility versus governance, and ad hoc coordination versus structured relational data.

Outcome

Enabled the marketing team to plan, draft, and manage campaigns across regions in a single system, transforming campaign planning from static spreadsheets into a relational database that improved coordination, visibility, and execution at scale.

Marketing OperationsWorkflow SystemsContent ManagementHealthcareOperational Scale

A Note on Confidentiality

All case studies are published with client permission and anonymized where requested. The focus is on decisions and outcomes, not proprietary methods or sensitive details. Additional references available under NDA for qualified prospects.

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