Strategy, operations, and product craft — built across industrial, federal, and enterprise environments over 16+ years and applied as one integrated approach.
Strategy × Operations × Product × ServiceNow & Platform Modernization
A large manufacturing operation needed a better way to intervene during complex production scenarios where legacy equipment controls, inconsistent operating conditions, and manual decision-making created quality, cost, safety, and throughput risk.
High-stakes manufacturing environment with constrained capacity, competitive pressure, quality risk, and operational complexity.
Embedded with operators, engineers, managers, and business stakeholders to translate user needs and business constraints into a product path.
Improved productivity, expanded production capacity, reduced cost, and helped users intervene more confidently during challenging runs.
The organization was operating in a constrained, competitive environment where inconsistent production outcomes affected customer value, cost, quality, and growth.
The existing approach left too much decision-making burden on operators during moments when speed, precision, and confidence mattered most. The opportunity was to design a product and operating approach that could support better decisions in real time — while fitting into the realities of the production floor.
I embedded with the business to understand what was truly driving performance gaps, not just what appeared broken on the surface.
I combined data analysis with stakeholder empathy, listening closely to operators while aligning engineers, managers, and decision-makers.
I translated ambiguous needs into user stories, requirements, product constraints, MVP scope, roadmap sequencing, and launch plans.
I stayed with the work through shadow runs, test-group launch, limited production rollout, full launch, and post-go-live KPI monitoring.
Before any product decisions were made, I spent time inside the operation.
Senior and junior operators had different confidence levels, motivations, and support needs.
Operators described moments where they had to move quickly without a clear or trusted decision aid.
The highest-value opportunity appeared during the transition from assessment to action.
After discovery, I translated feedback into persona-centered problem statements, solution needs, requirements, and MVP priorities. The work moved from open-ended ideation to a constrained, testable product path that balanced user value, technical feasibility, operational risk, and business impact.
Operators needed faster, more confident intervention during challenging production scenarios.
User needs were framed around reducing lost material events, safety exposure, manual burden, and delay rates.
Functional, technical, non-functional, security, reliability, and integration requirements organized into a shared hierarchy.
The MVP focused on the highest-value capabilities needed to support safe, trusted, real-time use.
Because the product would influence real production decisions, launch planning had to be deliberate. I helped sequence rollout in a way that allowed the team to observe product behavior, calibrate functionality, capture user feedback, manage risk, and build confidence before broader deployment.
Observed product behavior while keeping the UI operationally disconnected from equipment. Used this stage to validate calculated values, interface behavior, and user readiness.
Released the product to a small group of early adopters, monitored usage, gathered feedback, and addressed functional and non-functional gaps.
Expanded testing across more operators and shifts while monitoring product metrics, production behavior, and stakeholder confidence.
Rolled out broadly, continued KPI monitoring, and gathered post-go-live feedback to improve quality, cost, productivity, safety, and yield outcomes.
Senior and junior operator personas built from VoC synthesis — informing design, comms, and adoption strategy.
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Interview themes grouped into a core insight that directly informed RICE scoring and product priorities.
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Decision rights and accountability mapped across 8 stakeholder groups and 19 activities — PM held A/R on 14 of 19.
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Translated operator experience into moments of friction, confidence, and intervention opportunity.
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Converted VoC research into user-centered value statements that shaped the product requirements.
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RICE scoring used to define MVP scope — grounded in stakeholder priorities surfaced during VoC synthesis.
View in case study →Organized functional, technical, non-functional, reliability, security, and integration needs into buildable requirements.
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Objective, key results, and product metrics defined upfront — the pre-agreed contract that governed every Go/No-Go decision.
View in case study →Four gated phases protecting a ~$1B production line — each phase required explicit pass criteria before expansion.
View in case study →Operators gained a more trusted way to make decisions during challenging production scenarios, improving confidence and reducing avoidable friction.
The product helped reduce unplanned stoppages, improve consistency, and support higher-quality production outcomes.
The effort expanded capacity, supported growth into new customers, and contributed to measurable cost reduction. The product contributed to millions in savings and revenue enablement.
This work reflects the way I approach complex transformation: understand the real problem, listen to the people closest to it, define the product path, manage the tradeoffs, and stay engaged until the operation launches and value shows up.
Go beyond symptoms and understand the operating context, incentives, constraints, and user experience before reaching for a solution.
Build solutions people can understand, believe in, and use under real conditions — across ServiceNow workflows, enterprise platforms, and operational control systems.
Treat launch, feedback, adoption, and measurement as part of the product, not as afterthoughts that someone else will handle.
I'm open to product management, operations strategy, and transformation leadership opportunities across healthcare, technology, federal, and enterprise sectors. If you have a hard problem that needs a clear product path, I'd like to hear about it.
I'm actively exploring product management, operations strategy, and transformation leadership roles. I'm particularly interested in organizations operating at the intersection of complex systems and meaningful business outcomes.
I bring strategy, product judgment, operational discipline, and stakeholder leadership to complex problems where ideas need to become usable, scalable, value-producing systems.