Digitizing Sales Engagement
Using AI to Boost Qualified Sales Leads
2 organizations . 20+ people . 1 scrum team . 5 months
0 to 1 Design . AI Design . Web App
๐ฌ Background
Prospective buyers and existing customers visit Autodesk websites expecting seamless, friction-free experiences. But while sales pages listed phone numbers, support and education teams only offered chat or case-based help - leading to an inconsistent, frustrating experience.
๐ตโ๐ซ Problem
Roughly 20,000 inbound calls hit the digital sales team each quarter - yet 44% of those were actually for post-purchase or educational support, creating unnecessary volume, wasting time, and leaving customers frustrated.
๐ My Role
Lead Designer, AI Designer and UX Manager
Sole designer on this project while leading a team of three designers who were working on other use cases for AI.
AI Design Strategy, Competitor Analysis, Early Concepts, Wireframes, UI Component Library
๐ Solution
Autodeskโs AI-powered, digital-first sales chat experience that identified sales vs. support inquiries, and gradually replaced phone numbers across the US.
Conversational component library centralized reusable UI patterns to streamline handoff and speed up implementation.
โ ๏ธ Expanding the Mission
We were gearing up to launch sales chat, when data scientists who were experimenting with ChatGPT had a model ready to inject LLM + RAG-powered self-service (based on ChatGPT 3.0) into the chat. All teams hustled and leaned into the excitement to get it ready.
Quickly shifted scope so support automated question resolution
Partnered with sales to identify top use cases
Brought in conversation designer to shape model responses
Collaborated with Legal and Data Science to set trust guardrails (e.g. error handling, turn limits)
๐ฏ Outcome
30% of phone volume successfully shifted to chat within 4 months
25% of chats converted to live sales conversations
3,127 chats completed, generating 1,056 qualified leads and $625K in billings
Initial open rates were under 1% - added a time-based pop-up nudge that engagement by 15%
Nudge success informed a broader nudging strategy across the customer lifecycle
Education users were bypassing cues โ implemented a hard redirect to maintain sales focus
Component library reduced confusion and re-work across design engineering, and QA
๐ Takeaway
Launching something cool doesnโt mean they will come. A few well-timed nudges drove awareness and gently guided customers toward actions that will benefit them.