From Theoretical Frameworks to
Architectural Systems Design
I specialize in the systemic requirements of technology adoption, utilizing the Diffusion of Innovation model to build robust experience architectures. By aligning technical infrastructure with strategic clinical insights, I create automated ecosystems that drive organizational performance and ensure a seamless flow from data intelligence to user action.
The Classroom (Academic Theory)
Foundational Marketing Logic
- STEPP Analysis. Evaluating Social, Technological, Economic, Political, and Professional factors.
- Diffusion of Innovation. Managing the curve of technology adoption among providers.
- STP Modeling. Strategic Segmentation, Targeting, and Positioning.
The Director (Strategic Execution)
Experience Design Systems
- Adobe Analytics. Turning STEPP/STP into data-driven digital segments.
- Lightspeed Prototyping. Visualizing UX shifts in real-time.
- Behavioral Triggers. Automating the journey based on intent.
Strategic Roadmap: UX Evolution
How I bridge the gap from Clinical Insights to Scalable Design Systems.
Data-Layer Discovery
Identifying friction points using Hotjar heatmaps and Adobe Analytics.
Lightspeed Iteration
Deploying functional sandboxes to test personalized content for Cardiology vs. Pediatrics.
Growth-Design System
Scaling the Intelligence Layer across all digital touchpoints for unified conversion.
An Example for athenahealth
Experience Design at this level isn't just about making things look better, it's about making them work smarter. By bridging the gap between clinical needs and marketing performance, we create an ecosystem where data-driven insights lead to better provider engagement and, ultimately, better patient care.
Strategic Alignment & Actions
Establishing a data verified baseline through a comprehensive audit of channel health,
toolstack integration, and workflow efficiency.
Channel and Behavioral Integrity
I begin by auditing the "first mile" to verify data accuracy and map real-world user behavior patterns against intended flows.
- Traffic Attribution Audit — Verifying that tracking pixels and parameters are firing correctly across all paid and organic channels.
- Behavioral Analysis — Utilizing session recording tools to identify where mobile users experience friction or drop off.
- Technical Variance — Identifying the specific delta between device conversion rates to isolate technical performance issues.
Ecosystem and Toolstack Integration
I align the technical environment to ensure seamless lead flow and remove manual friction between marketing and sales platforms.
- Form Logic Review — Auditing intake forms to ensure they are optimized for both speed and user relevance.
- Lead Flow Automation — Evaluating the handoff between marketing automation and CRM to eliminate data silos.
- Technical Feasibility — Assessing the ecosystem for social sign-on or one-click integrations to reduce user effort.
Operational Design Ops
I audit how teams collaborate to launch and scale campaigns, ensuring technical efficiency matches creative output.
- Modular Scalability — Auditing the CMS to move from custom one-off builds to high-speed reusable templates.
- Quality Assurance — Establishing a mobile-first QA process to verify rendering and logic before budget deployment.
- Stakeholder Alignment — Defining lead criteria with sales and marketing leads to ensure total goal symmetry.
Establishing the Benchmark
The conclusion of this 3 phased approach results in a data-verified baseline.
From this foundation, we set KPI targets based on actual technical performance and
internal capacity.
Strategic Deep Dives: Technical Audit Findings (Sample)
The following sections represent a sample Technical & Behavioral Deep Dive into the current athenahealth digital ecosystem from an external perspective. By pressure-testing the Entry Points and the CRM Handoff, I have identified some examples of areas I'd look against competitor benchmarks where high-intent clinical traffic could be losing momentum, to help you better understand my strategy.
Core UX Areas to Map & Test
| Observation Point | User Experience Test Area | Strategic Goal |
|---|---|---|
| Home Page Navigation | Compare Mobile bounce rates on the Home Page vs. Direct-to-Form entry. | Determine if the home page rendering is losing users before Step 1. |
| Form Logic Unification | Test applying the 3-step mobile progressive logic to the Desktop static form. | Drive the same 58% → 98% lift by building momentum on all devices. |
| Social Media Continuity | Map journey from Facebook/LinkedIn ads to specific landing page headlines. | Maintain "Message Match" so the user feels the experience is personalized. |
| Device Conversion Audit | Track where users drop off in the 3-step flow specifically on mobile. | Refine the "Value Exchange" at Step 3 to ensure final submission. |
Analysis of how athenahealth can move from "Generic Intake" to "High-Value Persona Alignment."
| Channel | Target Persona* | UX Observation | Continuity & "Digital Whiplash" Check |
|---|---|---|---|
| C-Suite & IT VPs | High-value thought leadership leads to a static 7-field Desktop Form. | Is the 7-field ask causing friction for a VP who just wants a high-level ROI summary? | |
| Facebook / Meta | Practice Owners | "Burnout" messaging leads to a skewed mobile homepage before reaching the form. | Are we deep-linking to a mobile-optimized page, or forcing users through a broken "front door"? |
| Google Search | High-Intent Leads | Keyword-specific traffic lands on a generic demo page. | If they search Pediatrics, do they see Pediatric-specific workflows immediately? |
| YouTube / TikTok | Clinicians & Nurses | Visual content requires a fast, low-friction mobile intake. | Does the mobile intake feel as modern as the video content they just watched? |
- For the C-Suite (LinkedIn): Test an "Interactive ROI Calculator" instead of a generic form.
- For the Practice Owner (Facebook): Test a "Burnout Assessment" that leads into the 3-stage flow.
- For the Clinician (Native Ads): Test an "In-Article Sandbox" to see athenaAmbient in action.
Transitioning the Omnichannel Ecosystem to create value at the first and final mile.
Restoration of Presence
Handoff avoids "Buy Now" barriers and leads to AI-Native Encounter interactive demos.
EBITDA and Claims Performance
Handoff leads directly to interactive ROI calculators or tailored financial case studies.
| Stage | Standard Handoff | Innovative Experience |
|---|---|---|
| Landing Page | Static text and a submit button. | Progressive Disclosure with high-value interaction before the ask. |
| Confirmation | Contact within 48 hours. | Waitlist Scheduling for instant booking via AI-integrated calendars. |
| Follow-up | Generic welcome email. | Persona-Matched Content (e.g., Pediatrics search triggers workflow summary). |
| Brand | Website & Social Strategy | The athenahealth Strategic Edge |
|---|---|---|
| athenahealth | Heavy thought leadership and "Simpler is Healthier" branding. |
FIX ENTRY POINT
UNIFY JOURNEY LOGIC
ALIGN BRAND & TECH
|
| Epic | Long-tail SEO + white papers for hospital CIOs. | The Edge: We implement high-velocity journey mapping to move prospects through the funnel in weeks, not months. |
| Oracle Health | Generic product pushes and infrastructure updates. | The Edge: We sync behavioral models to create predictive, personalized intake that converts higher than generic forms. |
Athenahealth successfully captures attention. By fixing the mobile entry barrier and scaling mobile logic, we turn high-cost traffic into high-value demos faster than the competition can react.
Practice
Independent Practice (< 5 Doctors)
Radar to Revenue: 60-Day Journey
Decision Maker: Dr. Wells
Focus on reclaiming time and ensure low friction for staff during the transition.
Fun with UX: A Quick Guide Frameworks and Measures
This table serves as a quick sheet for UX research methodologies. It bridges the gap between qualitative “why” and quantitative “how much,” providing a roadmap for choosing the right framework, from initial user interviews to high-level CX decision-making frameworks.
| Category | Method / Framework | What It Tests/ Measures |
|---|---|---|
| Qualitative | User Interviews | Motivations, pain points, needs, mental models |
| Moderated Usability Testing | Task friction, confusion, ease of use | |
| Focus Groups / Diary Studies | Group opinions, longitudinal behaviors | |
| Card Sorting / Tree Testing | Information architecture, navigation | |
| Quantitative | Surveys (NPS, SUS, CSAT) | Satisfaction, loyalty, perceived ease (statistically valid) |
| A/B & Multivariate Testing | Variant performance, conversion lift | |
| Web Analytics + Heatmaps | Traffic, bounce, session depth, click paths (GA/Hotjar) | |
| Session Recordings / Eye Tracking | Actual paths, drop-offs, visual attention | |
| Funnel Analysis | Drop-off rates & conversion paths (paid ads → syndication → athenahealth.com) | |
| Cohort Analysis | Retention & behavior trends over time | |
| Attribution Modeling | Channel impact (search/display/social/syndication vs. website traffic) | |
| Task Success Rate + Time-on-Task | Efficiency & completion % for key journeys | |
| First-Click Testing | Navigation intuition from paid media to site | |
| Mixed Methods | Sequential (qual → quant) | Insights validated at scale (e.g., interviews → A/B) |
| Concurrent (qual + quant) | Real-time behavior + why (usability + analytics) | |
| Decision Frameworks (CX) | DACI Framework | Roles/accountability for experience decisions & buy-in |
| RICE Scoring | Prioritization of journeys (Reach, Impact, Confidence, Effort) | |
| Kano Model | Must-be vs delight features in paid-to-owned flows | |
| Value vs Effort Matrix | Roadmap for testing/optimization across ads, syndication, site |