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Light 516

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Walt Rolle - AI Revenue Workflow Architect

Many mid-market B2B professional services firms and associations have already invested in MarTech, CRM, or commerce platforms, then stopped at Phase 1. Operational pressure and tighter budgets pushed Phase 2 down the priority list. The result: underutilized data, fragmented engagement signals, and stalled retention and revenue growth. 


There is still value to unlock by activating data, scoring engagement, and automating the workflows that actually move member and customer value. 


I help B2B leaders that influence revenue (marketing, sales, membership, etc.) at $25M–$300M organizations execute the next phase without disrupting core systems. The work follows the G.R.O.W. Pathway™, a 90-day model that moves from diagnostic to architecture to a live, measurable workflow. The output isn’t a strategy deck. It’s something running, adopted, and tied to business outcomes. 


I bring 25 years of architecture, engineering, and team leadership across the customer lifecycle: CMS, CRM, marketing automation, digital experience architecture, commerce, AI-assisted content workflows, and service operations. Enterprise experience applied pragmatically to untangle complex data and disconnected platforms through cross-functional alignment. 


Let's work together to build:

  • A unified, maintainable cross-team workflow
  • A launch-ready human + AI process for renewal, retention, or pipeline progression 
  • A predictable content engine that delivers valuable messaging
  • Measurable improvements without ripping out core systems

Selected Agents

At-risk Renewal Nurturing

At-risk Renewal Nurturing

At-risk Renewal Nurturing

 Recovers at-risk accounts before they reach the churn decision. Evaluates mid-funnel signals, pulls relevant context from marketing, and drafts personalized outreach delivered to reps through CRM for review and approval before sending. 

Revenue Signal Scoring

At-risk Renewal Nurturing

At-risk Renewal Nurturing

 Turns a list of leads or contacts into a prioritized outreach list. Tags firmographics, then scores against the configured ideal client profile. Helps teams focus human effort where it matters most: making valuable connections with the right people. 

Social Media Thought Leader

Social Media Thought Leader

Social Media Thought Leader

 Lets a content creator author once and publish across channels without becoming a full-time scheduler. A knowledge bank feeds the LLM to generate channel-ready drafts, which move to a human-in-the-loop queue for approval before going live. 

Strategy Partner

Social Media Thought Leader

Social Media Thought Leader

 Operates as a co-thinking partner rather than a search interface. Grounded in proprietary knowledge and curated resources, it performs research, synthesizes scattered topics, and drafts solutions shaped by your specific context. 

Selected Enterprise Achievements

MarTech Stack and Personalization for $5B+ Global Pharma

Developed future-state architecture, roadmap, and platform mix for B2B and B2C scenarios across a multi-brand solution. Ramped multiple teams to deliver a staggered release of new web properties. Marketers gained the ability to proliferate governed content centrally, track engagement, and personalize messaging.

Preference Center and Email Automation at Scale for Global Agency

Consolidated disparate email operations from legacy technologies to a composable SaaS architecture, with preferences connected to a headless web experience. Marketers gained centralized operations and easy access to assistive AI tools. 

Commerce Transformation for a $1B Global Manufacturer

Centralized an archaic commerce operation onto modernized tooling that brought control back to marketers. Launched multiple B2B and B2C channels. Visitors showed increased engagement, higher conversion, and higher average cart size. 

Digital Transformation for Financial Services Association

Rescued a CMS and commerce web architecture suffering from technical debt and security gaps. After stabilization, created streamlined channel engagement connected with marketing automation for ongoing nurturing. Consolidated acquired business units onto a central CRM. Business teams gained efficiency, improved customer engagement, and adopted ongoing data-driven strategy. 

Digital Marketing Transformation for a Global Law Firm

Advised a global law firm on enterprise web content management deployment connected to existing MarTech investments. Led quarterly strategic roadmap recommendations. Delivered upgrades, redesigns, and personalization features that improved visitor engagement and marketer productivity.

Tech Stack

CRM & Marketing Platforms

Headless Content & Commerce

CRM & Marketing Platforms

 Implementation and architecture across Salesforce, HubSpot, Microsoft Dynamics, Sitecore, Contentstack, Optimizely, and Pardot — with deep project history across associations, professional services, higher education, and Fortune 500 marketing teams.

AI & Agentic Workflows

Headless Content & Commerce

CRM & Marketing Platforms

 LLM integration across OpenAI, Gemini, Claude, and others. Workflow orchestration via Zapier, Make, n8n, and Microsoft Copilot Studio. Applied patterns include RAG architecture, multi-agent design, human-in-the-loop controls, and observability. 

Headless Content & Commerce

Headless Content & Commerce

Headless Content & Commerce

 Composable architecture across modern content and commerce platforms. catalog, PIM, DAM, search, checkout pipelines, B2B marketplaces. Modular content design that supports AI readiness and personalization.

Software Engineering

Cloud & Infrastructure

Headless Content & Commerce

Object-oriented programming, Node.js, Next.js, TypeScript, C#, .NET, Python, Tailwind CSS, shadcn, SQL, PowerShell, DevOps, CI/CD, REST API, GraphQL also leveraging AI assistants: Claude Code, Github Copilot, v0, and lovable.

Data Architecture

Cloud & Infrastructure

Cloud & Infrastructure

Data modeling and integration for AI-ready workflows: relational (SQL Server, Oracle), document (MongoDB, Cosmos, MarkLogic), and vector databases (Pinecone). ETL design and analytics with Power BI and Oracle OBIEE.

Cloud & Infrastructure

Cloud & Infrastructure

Cloud & Infrastructure

Platform deployment across Azure (primary), AWS, and GCP. Architecture patterns include microservices, containerization, CDN, and enterprise identity management via Okta, Azure AD, and Ping Identity. 

Let's Talk About What You're Building

If what you've read here maps to a problem your team is sitting on, the Revenue Workflow Assessment is the right starting point, a structured conversation about where your operation is today and where AI workflow design can have the most impact.

Start Your Free Assessment

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