Onboarding Transformation
Background: An organization relied on manual onboarding processes that limited scalability and created inconsistent employee experiences.
Objectives: Transition from fragmented manual workflows to a streamlined operating model that improves efficiency & employee experience. (Approach: Assessed current-state workflows across people, process, & tech systems. 1) Partnered with stakeholders to map workflows, identify bottlenecks, redundancies & governance gaps. 2) Analyzed onboarding surveys, help desk tickets and stakeholder interviews to quantify time, cost and experience friction. 3) Recommend solutions based on assessment).
Impact: Improved new hire onboarding satisfaction scores from a low baseline of ~60% to ~90%, following end-to-end process and system transformation.
Employee Separations Dashboard (Created with Tableau)
Background: A HR VP sought to understand the financial and organizational impact of voluntary employee separations. There was limited visibility into the underlying factors driving voluntary attrition. or how separation costs and tenure trends evolved over time.
Objectives: The goal was to move from static reporting to data-driven storytelling, connecting employee engagement survey sentiment with financial impact and separation trends.
Impact: The analysis identified career development as the primary driver of rising regrettable turnover. It enabled leadership to prioritize career visibility and internal mobility, resulting in the launch of a career development program and dedicated resources to address a key driver of talent loss.
HR Data Literacy & Use Maturity
Background: A consumer goods provider sought to transform their HR function into a metrics-driven and AI-ready organization. However, no baseline measure of data literacy and data use practices existed. The organization could not quantify its current capabilities, identify gaps, or prioritize investments—making it impossible to build a credible roadmap.
Objectives: (1) Obtain executive sponsorship for a data-driven approach to HR transformation, introducing a capability assessment in an environment where initiatives are rarely data-informed. (2) Design and execute the HR function's first capability diagnostic to establish a clear baseline of HR data literacy and data-use maturity.
Impact: Introduced a standardized diagnostic that shifted HR transformation discussions from concept-driven to evidence-based. Capability gaps were identified and broad-based training was reduced in favor of focused capability building for high-impact HR roles, improving consistency of data-informed decisions and reducing reliance on anecdotal insights.
IBM Maximo Enterprise Transformation
Background: A Fortune 100 client undergoing an enterprise technology transformation needed a structured method to assess change impacts, identify workforce skill and capability gaps, and measure readiness across ~1,000 Field Service employees. The transformation would alter role expectations, workload, training needs, and adoption risk.
Objectives: (1) Develop an integrated change management strategy that included: Change Impact Assessment, Training Needs Assessment, and Measurement & Survey Strategy (2) Deliver executive-facing insights to guide targeted interventions and mitigate adoption risks across business units.
Impact: High-risk roles and capability gaps were identified, enabling targeted training and road-show initiatives, rather than broad-based efforts. The measurement strategy and executive dashboards improved visibility into adoption barriers, improving stakeholder buy-in from ~60% to ~85%, and enabled a successful go-live across 1,000 employees.
Workday Surveys Assessment
Background: A consumer goods provider sought to leverage Workday's native survey functionality as a potential solution for HR enterprise survey and assessment use cases.
Objectives: Assess Workday's native survey capability using survey science standards and end-to-end workflow validation to determine enterprise fit, governance risks, and decision readiness.
Impact: The assessment identified structural limitations restricting Workday Surveys to low-risk feedback use cases, including constraints to anonymity, longitudinal comparability, and measurement governance. Findings enabled leadership to appropriately scope usage and avoid misapplication for enterprise-grade measurement diagnostics.
Note: All portfolio examples contain anonymized or synthetic data and independently developed frameworks based on generally accepted industry and academic best practices. No proprietary or confidential client materials are included, nor current employer initiatives or outcomes.