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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

Research findings infographic: 14 customer interviews, 25 CSAT surveys completed, and 85% of customers reporting difficulty navigating multiple Automation Anywhere resources such as CSMs, professional services, AAU, docs, the dev portal, and A-People

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.

User journey map tracking one customer's actions, touchpoints, and emotions from discovery through completing the migration to Automation 360, with satisfaction dropping at points of confusion around licensing, bot format conversion, and validation

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.

Diagram of the Migration Success Kit's four components arranged around a central figure: videos from multiple sources, training tied to each migration stage, documentation linked to the corresponding step, and community questions and answers

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.

  1. Discovery workshops

    Worked with internal stakeholders to understand the business goals and the pain points behind them.

  2. User journey mapping

    Marked out where in the journey customers got frustrated and where the opportunities were.

  3. Low-fidelity sketches

    Explored layout and flow through quick hand-drawn wireframes.

  4. Internal reviews

    Validated early concepts with the cross-functional team.

  5. High-fidelity prototypes

    Designed the polished visuals for the key workflows.

  6. Executive presentations

    Aligned stakeholders around the prototypes and what customers had told us.

Design evolution from a hand-drawn sketch of the wizard flow, to an annotated grayscale wireframe, to a high-fidelity prototype of the Check Migration Readiness step
From sketch to wireframe to high-fidelity prototype of the Check Migration Readiness step.

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.

Migration Success Kit interface showing the Prepare New Control Room phase, with a step tracker, an embedded video walkthrough, and an expandable to-do card for provisioning a cloud Control Room
The final interface, with clear step progression, detailed instructions, and embedded video tutorials for each phase of the migration.

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.