Operating company
Total Freedom Life, LLC is the company behind SCMS 2.0 modernization and the CriticalThink / SpectraCastr proof bench.
Selected Work
Proof that complex work can become a working system.
The throughline is consistent: find where expert judgment is trapped in documents, manual handoffs, legacy systems, or human heads, then architect the system that makes it scalable, repeatable, and explainable.
Total Freedom Life, LLC is the operating company through which I modernized SCMS 2.0 and built or launched CriticalThink, CriticalThink HR, CriticalThink Advantage, and SpectraCastr.com.
Document intelligence
Contracts, addendums, amendments, structured repositories, search, query, and reporting.
Headcount leverage
$1M+/year business operated by two founders and one customer-support team member.
Client tenure
A 13-year continuous relationship from Spencer Fane / Stinson Morrison Hecker to WME / Endeavor.
Client-owned enterprise proof
SCMS 2.0 at WME / Endeavor
Modernized a sports contract management platform into an AI-assisted contract intelligence system that supports batch document ingestion, structured extraction, search, query, and reporting.
Business context
Contract-heavy businesses do not need another folder of PDFs. They need a reliable operational data layer that preserves the nuance of contracts, addendums, amendments, schools, seasons, compensation terms, and negotiation history.
Architecture move
The system processes documents in batch, applies AI-assisted analysis to extract contract intelligence, and turns the result into structured data that can be inspected, searched, queried, and reported on across the contract landscape.
Why it matters
The relationship began in 2010 and continues today through SCMS 2.0, with the modernized system proving the same AI-native patterns used in the lab inside a client-owned enterprise environment.
Document intelligenceContract analysisStructured dataEnterprise modernization
Business-platform proof
HRTrainingClasses.com
$1M+/year in revenue, operated end-to-end by two founders and one customer-support team member through automation, integration, and repeatable process design.
Business context
The business needed more than a website. It needed a complete operating model for customer acquisition, registration, fulfillment, support, reporting, and delivery.
Architecture move
Built the process and platform patterns that let a small team support a national HR-training business without scaling headcount at the same rate as revenue.
Why it matters
The same domain depth later led to SHRM-SCP, SPHR, SHRM-CP, and PHR credentials, giving the HR-tech work an unusually strong blend of technical architecture and subject-matter judgment.
HR-techAutomationHeadcount efficiencyRevenue operations
AI-native proof bench
CriticalThink HR
Built and launched a production AI-native HR-certification platform that turns expert judgment and situational reasoning into a structured learning and readiness system.
Business context
HR certification candidates struggle most with scenario judgment, where the right answer is not always obvious and where simple memorization is not enough.
Architecture move
Architected a platform and content pipeline that applies expert-guided AI workflows to scenario analysis, explanation, practice, and readiness feedback.
Why it matters
Batch-processing optimization reduced content-pipeline cost by 50%, proving that AI-native build direction has to include economics, not just model selection.
AI-native platformSHRM-SCP domain depthBatch processingROI vs TCO
Media intelligence proof bench
SpectraCastr.com
Built a production-ready media-intelligence platform after an internal CriticalThink HR need exposed a repeatable pattern for AI-assisted training and marketing media workflows.
Business context
CriticalThink HR needed a better way to create training media and marketing media. The internal tool became valuable enough to harden into its own production platform.
Architecture move
Extended the same AI-native build patterns into content analysis, repeatable production workflows, and multi-modal asset generation.
Why it matters
The important point is not that SpectraCastr competes with client work. It proves the operating pattern: solve a real business need, harden the workflow, then reuse the pattern where it creates leverage.
Media intelligenceAI-native workflowsTraining mediaMarketing media
Telecom and integration proof
Charter Communications
Order Automation and channel consolidation work helped charter.com sales more than double in 2005.
Business context
Customer self-service and order flows had to connect across systems, teams, and operational handoffs rather than live as isolated web screens.
Architecture move
Led architecture and program direction across self-service and enterprise integration work, including leadership of a 20+ person team.
Why it matters
The work reflects the same pattern that runs through current engagements: design across the whole landscape, especially at integration points.
Enterprise integrationOrder automationCustomer self-serviceProgram leadership
Financial-services proof
Wells Fargo Advisors
Built the Key Client Solutions 4Front Portal, Financial Advisors Reporting Dashboard, and an iPad executive prototype consolidating multiple legacy systems.
Business context
Financial-services teams needed usable executive and advisor-facing views across complex, regulated, and legacy-heavy system landscapes.
Architecture move
Designed and built portals and dashboard experiences that turned scattered operational data into a clearer interface for advisors and executives.
Why it matters
The work adds direct financial-services and compliance-adjacent experience to the broader solution architecture pattern.
Financial servicesDashboardsLegacy integrationExecutive workflows
Healthcare data proof
Centene Corporation
Designed and built the Unified Member View Application for enterprise healthcare data integration.
Business context
Healthcare data work requires reliability, integration discipline, and awareness of the operational and compliance constraints around member information.
Architecture move
Created an integrated member-view application that made distributed healthcare data more usable inside enterprise workflows.
Why it matters
The experience supports current AI-native engagements where structured access to complex, sensitive data is central to the business outcome.
HealthcareData integrationEnterprise workflowsHIPAA-aware delivery
Engage the pattern
If your work depends on judgment, documents, integrations, or AI-native delivery, start there.
A short conversation is usually enough to tell whether the right path is scoped architecture, a build sprint, embedded program leadership, or advisory access.