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Global Chemical Ordering & Sample Planning Platform
A global organization relied on multiple legacy systems for chemical ordering, sample planning, and fulfillment. Each region had developed its own workflows over time, making ordering inconsistent, reducing visibility, and creating friction between planning and fulfillment teams.
To increase operational efficiency, the organization wanted to consolidate these experiences into a single platform integrated with SAP while supporting existing business processes that users were deeply attached to.
The project also required designing for highly specialized scientific workflows involving laboratory formulation, inventory management, sample logistics, and regulated science teams.
Project type
Enterprise Product Design
Date
2024 -2025
Role
Lead UX Product Designer
The Challenge
A global organization relied on multiple legacy systems for chemical ordering, sample planning, and fulfillment. Each region had developed its own workflows over time, making ordering inconsistent, reducing visibility, and creating friction between planning and fulfillment teams.
To increase operational efficiency, the organization wanted to consolidate these experiences into a single platform integrated with SAP while supporting existing business processes that users were deeply attached to.
The project also required designing for highly specialized scientific workflows involving laboratory formulation, inventory management, sample logistics, and regulated science teams.
The Context
My Role
Lead UX Product Designer
Domain
Enterprise SaaS
Laboratory Operations
Supply Chain
Research & Development
Areas of Product Ownership
* Chemical Ordering
* Sample Logistics
* Sampling to Lab workflows
* Laboratory Formulation
* Inventory Management
* Forecasting
* SAP-connected ordering
Users
Approximately 200+ global users
Including:
* Planning teams
* Chemical Requestors
* Fulfillment teams
* Sample Logistics
* Regulated Science
The challenge wasn't simply creating a better interface—it was designing a workflow that supported several interconnected roles with different priorities while maintaining operational accuracy.
Discovery
The first step was understanding how work actually moved through the organization.
Through stakeholder sessions, workflow mapping, and collaboration with subject matter experts, I identified three primary personas involved in every chemical request.
Planner
Forecasts future chemical needs.
↓
Requestor
Places orders against forecasts or creates one-off requests.
↓
Fulfiller
Sources, prepares, and delivers requested materials.
While each persona completed different tasks, their work depended heavily on one another. Existing systems obscured those dependencies, resulting in unnecessary communication and reduced visibility.
Key insights included:
* Teams relied on multiple disconnected systems.
* Visibility across the request lifecycle was limited.
* Forecasting and ordering were separated.
* Users were highly resistant to replacing familiar legacy tools.
* Different scientific teams required different levels of complexity.
Insights
The biggest opportunity wasn't redesigning forms.
It was reducing friction between people.
Rather than optimizing individual screens, the design focused on improving the hand-offs between teams.
Core principles included:
* Make workflow status visible.
* Reduce duplicate work.
* Connect forecasting and ordering.
* Support both planned and ad hoc requests.
* Preserve familiar mental models while modernizing the experience.
Design Process
Working closely with Product Managers, Engineers, SAP teams, and business stakeholders, I designed a unified ordering experience that replaced multiple legacy platforms.
Key improvements included:
Unified Ordering
Users could now
* Forecast future demand
* Order against forecasts
* Submit one-off requests all within a single workflow.
Cross-Persona Visibility
Designed clearer transitions between
Planner → Requestor → Fulfiller
allowing every role to understand request status and next steps.
Communication Improvements
Reduced unnecessary back-and-forth by making request information more transparent throughout the process.
Scalability
Designed the platform to support enterprise-scale datasets, including:
* Hundreds of intents per sampling plan
* Hundreds of sets
* Thousands of linked associations
* Large plant datasets
Performance requirements included page load times under 10 seconds despite highly complex data relationships.
Collaboration
This project required continuous collaboration across multiple disciplines.
Partners included:
* Product Management
* Engineering
* SAP integration teams
* Sample Logistics
* Laboratory Scientists
* Regulated Science teams
* Business stakeholders
* Global Operations
One of the most valuable aspects of the project was aligning technical constraints with user needs while balancing the expectations of teams transitioning from legacy systems.
Outcomes
Platform Consolidation
Successfully replaced multiple chemical ordering systems with one global solution connected to SAP fulfillment.
Improved Visibility
Created greater transparency across planning, ordering, and fulfillment workflows.
Simplified Ordering
Users could manage forecasting and ordering within one experience rather than switching between systems.
Better Operational Planning
Sample Logistics teams gained improved visibility into seasonal and year-over-year chemical demand.
Enterprise Scale
Designed for approximately 200+ global users while supporting complex scientific datasets including:
* 200 intents per sampling plan
* 500 sets
* 250 entries per set
* 15 plants per entry
* Up to 10,000 linked associations
The solution also supported anticipated growth for regulated science users while maintaining performance targets.
Reflection
This project reinforced an important lesson about enterprise UX:
The most impactful design work often happens between screens—not on them.
By focusing on how information moved between people instead of simply improving individual interfaces, we were able to reduce operational friction, increase visibility, and create a shared workflow that supported multiple teams across the organization.
It also strengthened my ability to design within highly technical domains, quickly build domain expertise, and translate complex scientific and operational processes into intuitive product experiences that scale globally.

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Global Chemical Ordering & Sample Planning Platform
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Design in Action

I design enterprise products that transform complex workflows into intuitive experiences.
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Understand People — Journalism, user interviews, usability research, empathy.
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Learn the Business — Marketing, enterprise domains, laboratory operations, government systems.
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Connect Systems — Chemical ordering, inventory, sampling, logistics, SAP integrations.
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Design Collaboratively — Product managers, engineers, scientists, researchers, stakeholders.
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Validate with Users — Prototypes, usability testing, iterative feedback.
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Continuously Improve — MVPs, post-launch enhancements, long-term product evolution.
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