Turning a stalled migration into an 81% success rate
Replaced scattered docs with one guided, personalized portal, shaped by 14 customer interviews.
- Product strategy
- Customer research
- Migration
- Company
- Automation Anywhere
- Role
- UX Architect; defined the product vision and ran three weeks of design, then three more to production
- Years
- 2021 to 2025
- Team
- Two designers, one researcher, one PM
The leadership view
My role
UX Architect; defined the product vision and ran three weeks of design, then three more to production
The team
Two designers, one researcher, one PM
What I changed
Replaced scattered docs with one guided, personalized portal; 14 customer interviews shaped every step
The outcome
About 81% of customers migrated within six months; roughly 60% of the top 350 accounts; fewer support tickets
The challenge
Automation Anywhere had just launched Automation 360 (A360), a cloud native platform meant to replace the legacy on-premise product. The upgrade itself was not in question, but the path to it was: customers ran into conflicting instructions scattered across support emails, documentation, a community forum, and account managers who each gave a slightly different answer. Hesitation set in, migrations stalled, and the business risked missing its own target for moving the installed base to A360.
The problem

Design principles
Self support
Guided customers to the content that matched their specific situation, instead of one generic set of instructions for everyone.
Easy to use
Simple enough that customers felt equipped to take on the migration themselves.
Quick reference
Doubled as a place customers could come back to for anything they needed mid-migration.
One stop shop
One tool held everything a customer needed, so they were not piecing information together from five different places.
Why before how
Explained why a step mattered before walking through how to do it.
Build empathy
Short videos showed the reasoning behind changes in Automation 360, not just the mechanics of them.
Research and discovery
We ran 14 interviews across customer segments to trace the current migration workflow, the blockers and anxieties customers hit along the way, and the gaps and duplication across the channels they were bouncing between.
- The current migration workflow
- Major blockers, anxieties, and points of confusion
- Content gaps and redundancy across channels
That research became a full user journey map that showed where support, communication, and tooling broke down, and pointed to the moments where a small design change would cut the most friction.

Key findings
- Migration steps were scattered across disconnected documents and portals
- Customers had no visibility into their progress or what to do next
- There was no single source of truth for help, status, or context
Design strategy
The answer was the Migration Success Kit: one portal in place of the emails, PDFs, and community threads customers had been stitching together on their own.

Core features
- Personalized guidance. The toolkit read each customer's current environment and tailored the migration path to it.
- Progress tracker. Customers could see exactly where they stood and what was left.
- Expert insights. Short videos from internal experts explained the steps that carried the most risk.
- Actionable checkpoints. Customers checked off finished steps, which cut the uncertainty of not knowing whether something had worked.
- CRM integration. Progress synced to the CRM so relationship managers could step in before a customer had to ask for help.
Design process
Three weeks of design work, then three more weeks to take it to production.
Discovery workshops
Worked with internal stakeholders to understand the business goals and the pain points behind them.
User journey mapping
Marked out where in the journey customers got frustrated and where the opportunities were.
Low-fidelity sketches
Explored layout and flow through quick hand-drawn wireframes.
Internal reviews
Validated early concepts with the cross-functional team.
High-fidelity prototypes
Designed the polished visuals for the key workflows.
Executive presentations
Aligned stakeholders around the prototypes and what customers had told us.

Final deliverables
- End to end UX flow for the Migration Success Kit
- Interactive high-fidelity prototype, desktop first
- CRM integration spec for engineering
- Expert video storyboard templates for customer education
- Design documentation for handoff and scalability
The interface
The finished interface walked customers through the migration one phase at a time, with the current phase highlighted, each step expandable into detail, and video walkthroughs embedded directly in the flow.

Results
- Weeks of design work
- 3
- More weeks to production
- 3
- Design workshops
- 4
- User interviews
- 14
- Executive presentations
- 2
- Migration portal
- 1
- Migrated to A360 within six months
- ~81%
- Of the top 350 accounts migrated
- ~60%
- Support load dropped and satisfaction rose after launch
- Fewer tickets
Key learnings
Personalization is critical
Tailoring the guidance to each customer's environment made it feel relevant instead of generic; people told us they felt more confident once the instructions matched their own setup.
Visibility drives confidence
A clear view of where they stood cut support escalations and cut the guesswork that had been driving anxiety in the first place.
Simplicity matters
Breaking the migration into small, checkable steps made a complex process feel manageable, and completion rates rose because of it.
Expert guidance builds trust
Short videos from people customers already trusted made the harder technical decisions feel less risky.
Reflection
This project was a reminder of what grounding decisions in real user insight and close cross-functional work can do: we shipped something that mattered in weeks, not months, and left the team with a foundation for trust that outlasted the project itself.
Let's talk
I'm always up for a conversation about building design teams, AI in enterprise products, or growing designers into leaders.