ScienceDocs Change Management Team Case Studies
The ScienceDocs Optimization Engineering team brings together specialists in operations research, artificial intelligence, and advanced data analytics. These case studies demonstrate how optimization modeling, machine learning, and AI-driven decision tools can significantly improve operational performance across industries.
Case Study #1 - Enterprise Manufacturing Transformation
Challenge
Align
The program began with stakeholder analysis, organizational readiness assessments, change impact assessments, leadership engagement, and sponsorship alignment. These activities helped clarify organizational impacts, identify adoption risks, and prioritize areas requiring focused support.
Engage
Targeted engagement strategies were developed to build awareness, communicate the business rationale for change, and strengthen commitment across stakeholder groups. Executive sponsors, business leaders, subject matter experts, and change champions played active roles in reinforcing key messages and supporting adoption.
Adopt
A comprehensive learning and enablement program prepared employees for new processes and systems. Resources included role-based training, instructor-led workshops, hands-on training sessions, user process guides, job aids, virtual learning resources, and nine SAP learning videos designed to reinforce ongoing knowledge development.
Sustain
A phased deployment strategy was executed across all three manufacturing facilities. Following each go-live, a structured hypercare model provided on-site support, subject matter expert engagement, issue resolution, reinforcement communications, and adoption monitoring to help employees transition successfully into the new environment.
Learning and Adoption Activities
- Stakeholder analysis
- Change impact assessments
- Organizational readiness assessments
- Executive sponsorship support
- Communications planning and execution
- Change champion engagement
- Workforce readiness planning
- Learning strategy development
- Role-based training
- Knowledge transfer
- Hypercare support
- Adoption measurement
Results
The integrated change management approach helped prepare leaders and employees for transition while supporting successful SAP implementation across all three facilities.
Outcomes included:
- Successful SAP deployment across three manufacturing facilities
- Support provided to approximately 3,000 users
- Transition readiness established for 200+ business functions
- Delivery of nine SAP learning videos and supporting enablement resources
- Development of a virtual learning portal for ongoing knowledge transfer
- Structured readiness, engagement, and adoption measurement processes
- Comprehensive post-go-live hypercare support
- 10.5% improvement in positive employee attitudes toward SAP adoption based on workforce survey data
Employee Adoption Sentiment Improvement
Baseline
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Post-Go-Live
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+10.5%
Business Impact
This transformation demonstrated the value of embedding change management into enterprise technology initiatives from the start. By focusing on workforce readiness, stakeholder engagement, learning enablement, and adoption measurement, the organization increased employee confidence, accelerated adoption, and strengthened long-term sustainability following implementation.
Key Takeaway
Technology transformations succeed when organizations address people, process, and technology together. Through a structured approach to readiness, engagement, adoption, and sustainment, the organization successfully implemented SAP while preparing its workforce for lasting change.
This Case Study was performed by Ms. Conerton.
Case Study #2 - Driving Supply Chain Adoption Through Automated Business Intelligence and Data Modernization
| Metric | Value |
|---|---|
| Project Type | Supply Chain Data Transformation and Dashboard Automation |
| Technology | Power BI | Data Warehouse | Automated Reporting |
| Outcome | Self-Service Analytics and Business Ownership |
Client Profile: Global Manufacturing Orgainzation
Engagement Leadership: Enterprise Transformation & Adoption Lead
Focus Areas
- Supply Chain Transformation
- Data Modernization
- Dashboard Automation
- Organizational Change Management
- Adoption & Business Readiness
| Focus Area | Outcome |
|---|---|
| Reporting | Automated |
| Data Access | Self-Service |
| Governance | Business Owned |
| Adoption | Structured Change Management |
| Technology | Power BI and Data Warehouse |
Business Challenge
The organization relied heavily on manually generated Excel reports and email distributions to communicate supply chain data across multiple stakeholder groups. Leadership sought to modernize the process through automated Power BI dashboards, centralized data management, and business-led ownership.
Transformation Objectives
- Eliminate manual reporting
- Improve data visibility
- Enable self-service analytics
- Increase data reliability
- Establish business ownership
- Crate a scalable analytics model
Change Strategy & Adoption Approach
ALIGN
- Defined success criteria
- Stakeholder mapping
- User Personas & Stakeholder Segmentation
- Governance planning
ENGAGE
- Stakeholder communications
- Business alignment
- Leadership engagement
- Feedback channels
ADOPT
- Virtual training sessions
- Tutorial documentation
- Dashboard demonstrations
- Knowledge transfer
SUSTAIN
- Business ownership transition
- Governance model
- Adoption measurement
- Continuous improvement
Key Deliverables
- Stakeholder Personas
- Change Impact Assessment
- Governance Framework
- Dashboard Adoption Strategy
- Business Ownership Model
- Training Program
- Knowledge Transfer Framework
Results & Business Impact
The organization successfully transitioned from a manual, email-driven reporting environment to a scalable, business-owned analytics platform that improved access to trusted data, reduced reporting dependencies, and enabled self-service decision-making.
Key Outcomes
✓ Automated Power BI dashboards
✓ Centralized data warehouse access
✓ Reduced dependency on manual report distribution
✓ Improved data visibility and reliability
✓ Self-service analytics capabilities
✓ Business ownership transition
✓ Sustainable governance model
Key Takeaway
Successful data modernization initiatives require more than technology implementation. By aligning business stakeholders, defining success criteria, enabling workforce adoption, and transitioning ownership to operational teams, organizations can maximize the value of analytics investments while creating sustainable business outcomes.
Why It Matters
Organizations often focus on technology implementation while overlooking adoption and ownership. This project demonstrated how aligning business stakeholders, governance, training, and workforce readiness can accelerate adoption and maximize the value of analytics investments.
This Case Study was performed by Ms. Conerton.
Case Study #3 - Building an Agile Center of Excellence at a Fortune 500 Commercial Real Estate Firm
Challenge
A Fortune 500 commercial real estate services firm faced the complex challenge of repositioning its global IT organization from a service provider to a strategic business partner. A newly arrived Chief Digital and Technology Officer (CDTO) had set an ambitious goal: shift the enterprise from a project mindset to a product mindset and redefine IT as a co-creator of business value.
The starting point was modest. Inside the business, IT was widely seen as the team that issued laptops, provisioned email, and answered Helpdesk tickets. The idea that business teams might partner with IT to build products was almost nonexistent. There was no shared language for product delivery, no consolidated view of how many delivery teams were operating across lines of business, and no clear career path for the people who would need to lead the change.
Among the biggest obstacles were ingrained attitudes toward IT, inconsistent delivery standards across the business units, missing frameworks for role development among Scrum Masters and Delivery Managers, and the absence of generally accepted organization-wide progress metrics. Without a coordinated, people-first change plan, the organization could have seen its digital transformation stall and its new operating model fall flat.
Solution
The CoE Director was brought in to stand up the enterprise Agile Center of Excellence and lead the shift. Over five years, Madeline designed and ran a three-phase program that combined training, talent investment, governance, and culture work:
- Foundations and Role Redesign: Trained leadership and individual contributors on adaptive and agile ways of working, built delivery teams, identified talent structures, and revised role expectations across the organization.
- Executive Visibility Dashboard: Established a single consolidated view of the agile footprint — how many teams existed, which products they were building, and which lines of business they served — giving the executive leadership team its first credible baseline.
- Standard Operating Practices as Guidance: Developed a set of practices deliberately framed as guidance rather than mandates, so teams had a clear starting point without feeling boxed in.
- Team Assessment and Spider Chart Diagnostic: Created a team assessment that surfaced strengths and growth areas, giving leaders a common diagnostic and giving teams a concrete plan for improvement.
- Career Path for Scrum Masters and Delivery Managers: Built job descriptions, market-priced salary targets, and introduced both a progression framework and performance review criteria for managers. As a result, these roles finally had a defined future within the company.
- Enterprise Governance Integration: Co-created and helped govern enterprise cybersecurity standards alongside quality governance practices that gave every delivery team a consistent floor yet ensured SOC2 compliance.
- Mature Metrics Layer: Replaced basic project measures with sophisticated indicators, including time to market, number of escaped defects, and time to repair of escaped defects.
Hands-On Adoption Through Formal Facilitation
Rather than imposing the new operating model, the CoE Director and her team embedded with business and delivery groups through training and formal facilitation within the boundaries of the work. This hands-on approach eliminated the intimidation factor around agile vocabulary and made the new practices feel practical and valuable. Over time, business teams began pulling more and more from the Center of Excellence. The CoE went from being offered to being requested.
Culture as the Carrier of Change
The transformation needed a culture that could sustain it. The CoE Director established a quarterly team-oriented recognition program, hosted fireside chats with senior leaders, and launched weekly TechTalks, during which anyone in the organization could share a topic for about 20 minutes. She also organized an internal technology conference and built a Community of Practice. Together, these programs ensured that learning, recognition, and connection became regular features of work life, reinforcing the change well after the initial rollout.
Results
The five-year program generated quantifiable business impact while transforming the organization’s delivery, structure, and culture.
Delivery Acceleration: Delivery cycles were shortened from months to weeks, and critical production defects were nearly eliminated. The organization adopted a more sophisticated metrics language built around time to market, escaped defects, and time to repair, replacing the basic measures it had started with.
Adoption Success: The Center of Excellence grew into a global function supporting 70+ Scrum Masters within a matrixed organization, with role definitions, career paths, and governance frameworks that became the enterprise standard. Business teams that had once viewed IT as a Helpdesk function began pulling actively from the CoE to support product development, a clear signal that the product mindset was taking hold.
Cultural Transformation: The relationship between IT and the business changed fundamentally. The recognition program, fireside chats, TechTalks, internal conference, and Community of Practice created a steady drumbeat of learning and connection that normalized the new ways of working. Key themes that emerged from the change included:
- Shared language for product delivery across IT and the business
- Credible, enterprise-wide metrics for high-quality delivery
- Clear career progression for Scrum Masters and Delivery Managers
- Demand-driven engagement from business partners
- Sustained learning culture through TechTalks and Community of Practice
- Consistent governance floor across cybersecurity and quality
Sustained Engagement: The cadence of TechTalks, fireside chats, quarterly recognition, the internal technology conference, and the Community of Practice kept the new ways of working visible long after formal training ended. Because these efforts were based on culture rather than mandates, employee engagement remained high, and change was sustained. As a result, IT shifted from being viewed as simply a service desk to a true partner in developing the organization’s future. The operating model, role architecture, and governance frameworks developed by the CoE continued to influence enterprise delivery well beyond the initial program.
This Case Study was performed by Ms. Grejda.
Case Study #4 - Driving Utility Grid Modernization Through Organizational Change Leadership
Client Challenge
A large regulated utility organization was undergoing a multi-year grid modernization and operational transformation initiative involving Advanced Distribution Management Systems (ADMS), Distributed Energy Resource Management Systems (DERMS), IT/OT integration, and enterprise data governance enhancements.
The organization faced several transformation risks, including:
- Complex stakeholder alignment across operations, engineering, IT, field services, and executive leadership
- Operational readiness concerns tied to evolving control center and field processes
- Limited governance consistency across multiple concurrent initiatives
- Workforce adoption challenges associated with new technologies, procedures, and operating models
- Increased regulatory and safety considerations within transmission and distribution operations
ScienceDocs Solution
Mr. Yancy provided Organizational Change Management (OCM), process enablement, and governance advisory services to support enterprise transformation readiness and adoption efforts across multiple utility programs.
Key contributions included:
- Designing and executing enterprise OCM strategies aligned to PMO governance structures and operational milestones
- Conducting stakeholder impact assessments, readiness evaluations, and change mitigation planning
- Facilitating executive alignment and cross-functional engagement between operations, IT, engineering, and field organizations
- Developing governance frameworks, procedures, job aids, and training support materials for operational teams
- Supporting transmission and distribution modernization efforts tied to ADMS, DERMS, SCADA, and data governance initiatives
- Building adoption metrics and reporting dashboards to measure organizational readiness and sustainment effectiveness
- Supporting workforce enablement initiatives tied to safety-critical operations and evolving field processes
Results & Business Impact
- The engagement helped strengthen organizational readiness and operational alignment during a complex modernization effort by:
- Improving stakeholder engagement and executive sponsorship alignment across multiple business units
- Enhancing visibility into organizational risks, adoption barriers, and operational dependencies
- Establishing scalable governance and process enablement frameworks to support long-term operational sustainability
- Increasing workforce readiness through structured communications, training support, and change network activation
- Supporting safer and more standardized operational execution within transmission and field operations environments
- Helping bridge the gap between technical deployment teams and business operations to improve adoption outcomes
Areas of Expertise Demonstrated
- Organizational Change Management
- Transmission & Distribution Process Enablement
- Stakeholder Engagement & Executive Alignment
- PMO & Transformation Governance
- Workforce Readiness & Adoption Strategy
- Data Governance Change Enablement
This Case Study was performed by Mr. Yancy.
Case Study #5 - When Technology Alone Is Not Enough
Overview: A major national telecommunications provider consolidated 16 independently operated regional markets onto a single unified platform spanning Sales Force Automation, CRM, Order Management, Document Management, Contract Management, and workflow automation.
This was not simply a technology upgrade. It was an organizational overhaul affecting thousands of employees across six functional communities.
Challenge
The complexity of this initiative was compounded by the independence of each market. There was no common playbook, no shared process baseline, and no unified leadership structure. Every market had its own culture, legacy system, and organizational resistance patterns.
16 Siloed Markets
Each market operated independently with distinct systems, workflows, and leadership.
6 Functional Communities
Sales, Order Management, Finance, Legal, Field Services, and Construction & Engineering were all impacted.
Compressed Timeline
Deployment required rapid adoption with limited central change management resources.
Resistance at Every Level
Change fatigue and skepticism were real barriers requiring deliberate intervention.
Solution
The engagement was structured around the Prosci ADKAR model, applied as a living diagnostic at each of the 16 markets. Every market received its own readiness assessment before training or go-live activity began.
Executive briefings explained the cost of fragmented systems.
Local champions influenced hesitant colleagues from within.
Six role-specific training curricula were created.
Super-users supported teams during go-live.
Lunch & Learns and peer sessions sustained adoption.
The Three-Man Weave Deployment Model: Change resources were deployed in overlapping waves, with one market receiving intensive go-live support while the next was being prepared and the previous was being reinforced. This produced a 73% compression in deployment timeline.
Role-Based Training Architecture: Training was designed around roles, not systems. Six distinct curricula were built for Sales, Order Management, Finance, Legal, Field Services, and Engineering communities.
Recognition and Champion Networks: Individual adoption achievements were recognized through national communications, Quarterly Business Review guest spots, and personal spotlights. A National Change Champion network helped sustain collaboration across markets.
Communities Transformed
Sales
SFA adoption drove pipeline consistency, data standardization, a 23% lead-to-cash reduction, and more than 50% reduction in briefcase time.
Order Management
Standardized workflows created consistent order processing benchmarks.
Finance
Automated IRR calculations and CIR standardization shifted Finance from transactional review to strategic oversight.
Legal
Contract management was digitized, approval workflows accelerated, and process control improved.
Field Services
Improved order data accuracy boosted technician “First Time Right” completion rates.
Construction & Engineering
Project workflow standardization reduced coordination overhead and improved handoffs.
Results
The platform was successfully adopted across all 16 markets. The results were not delivered by technology alone; they were delivered because users were prepared, supported, and reinforced through the change.
73% Schedule Compression
Accelerated deployment across all 16 markets using the Three-Man Weave model.
5,000+ Users Trained
Nationally, across six functional communities with role-specific curricula.
23% Lead-to-Cash Reduction
SFA adoption improved pipeline consistency and order data standardization.
50%+ Briefcase Time Reduction
Sales Rep order preparation and handoff time was cut by more than half.
Why Fractional Change Management?
Most organizations know they need change management. Few can justify a full-time Change Management Office. Fractional Change Management gives organizations enterprise-grade OCM capability precisely when and where it is needed, without the overhead of a permanent hire.
This Case Study was performed by Mr. Becker.
Fractional Change Management Lead, ScienceDocs | Prosci-Certified | Six Sigma Green Belt | Global Program Leadership — Americas, EMEA, APAC