My Approach

 

I currently lead enterprise data and automation initiatives at HEI Civil, a multi-state civil construction organization with 800+ employees, partnering with executive leadership across operations, finance, HR, and safety. Our work has generated over $1M in recurring annual ROI while eliminating 19,000+ manual hours per year across three divisions.

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I bring a practitioner’s perspective to data and automation conversations. My sessions emphasize clarity over hype, practical decision making, and the realities of implementing systems inside real organizations.

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Audiences value my ability to connect technical architecture to business outcomes, change management, and long term ownership. The focus is always on what works in practice and what teams can sustain over time.

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I also facilitate executive and team learning sessions focused on system design, decision making, and sustainable automation.

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Speaking Topics​

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Enterprise Systems & Strategy

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• Designing enterprise data and automation systems that scale

• Designing Data and Automation Systems That Scale With the Business

• Turning fragmented data into trusted decision making tools

• Over $1M in Recurring ROI: What Actually Worked Across Our Divisions

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Adoption & Change Management

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• The Adoption Gap: Why Well-Built Programs Fail (And It's Not What You Think)

• Making Data Meaningful for People, Not Just Systems

• ADKAR Framework: Designing Adoption Into Any Program From Day One

• Driving adoption through change management and governance

• The human side of change, why adoption is the real implementation problem

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Operational Excellence

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• Reducing manual work through reliable workflow automation

• Making data useful for decision makers, not just analysts

• AI governance and responsible adoption for operational organization

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What Featured Topics Cover

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The Adoption Gap: Why Well-Built Programs Fail (~45 min)

 

Why well-designed programs fail at adoption despite being technically sound. Three root causes: fragmented ownership, poor data architecture, low adoption. Introduces ADKAR framework for designing adoption into any program from day one.

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Building AI Governance in Civil Construction (~45 min)

 

5-pillar framework for scaling AI across organizations: ownership, data quality, transparency, performance monitoring, adoption. How governance enables (not restricts) adoption. Real case study: how HEI Civil moved from 20% to 80% adoption in three months.

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Over $1M in Recurring ROI: What Actually Worked Across Our Divisions (~45 min)

 

4-step process for identifying and delivering measurable ROI through data and automation. Real examples from equipment, safety, HR, and operations divisions. Replicable framework construction companies (and other mid-market organizations) can apply immediately.

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All sessions emphasize practical frameworks, real examples, and what actually works inside organizations, not buzzwords or theory.

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Experience​

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Trimble Dimensions (Construction Industry's Premier Tech Conference)

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• 2023: Fully-booked breakout session on Power BI and BI strategy for construction companies

• 2025: Returned to speak on change management and data adoption (4.75/5 attendee rating, highlighted as one of the most impactful sessions)

• 2026: Selected to lead two sessions on AI Governance and ROI in civil construction (November, Las Vegas)

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SnowFROC 2026 (Security & Governance Conference)

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• Presented From Controls to Confidence: Why Security Programs Fail Without Adoption

• Explored why well-designed programs fail at adoption despite being technically sound

• Used real construction industry examples and introduced ADKAR framework

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Sessions focused on practical strategy, adoption frameworks, and business outcomes. Attendees report that sessions directly influence how they approach technology implementation and organizational change.

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Who I've Spoken To

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Organizations & Audiences I've Spoken To:

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• Construction companies (contractors, equipment, operations leaders)

• Security & compliance teams

• Data and analytics practitioners

• Operations, finance, and HR leadership teams

• Technology and IT decision makers

• Mid-market and enterprise organizations navigating growth

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If your organization is facing adoption challenges, scaling data systems, or designing AI governance, I'd love to explore if a session is a fit.

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Book Ashley to Speak

 

I offer keynotes, breakout sessions, and internal team workshops on enterprise data strategy, adoption, governance, and AI implementation.

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Session formats include:

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• 45-minute keynotes or breakout sessions

• 90-minute workshops with interactive exercises

• Half-day or full-day internal team sessions

• Executive briefings on governance and adoption

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To discuss speaking engagements, internal sessions, or custom topics, reach out directly:

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📧 ariverofdata@gmail.com

📱 (720) 248-7373

🔗 LinkedIn: linkedin.com/in/ariverofdata

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I respond to all inquiries and love exploring fit and format with conference organizers and organizations.