Mehwish Aziz — I design where the agent stops and the person decides
Product designer who builds what she designs. 10+ years in enterprise UX with an engineering background, taking ideas from research to working prototypes to shipped products in manufacturing, finance and government — across agentic GenAI, complex workflows, design systems, and functional prototypes.
What I do
- Discover — research and workshops with the people doing the work across enterprise and public-sector teams.
- Design — lead and mentor designers while scaling design systems and shaping complex, agentic GenAI workflows.
- Build & Ship — functional prototypes and working AI and enterprise experiences, carried through delivery and learning.
Featured case studies
Cummins — Unified Order Experience
In progress
In-progress Cummins order experience with human-led AI decision support. Success will be measured through user surveys and product analytics tracking design ROI.
NVIDIA BioNeMo at IFF: A Protein Workspace for Scientists
Shipped
A chat workspace where IFF scientists run NVIDIA BioNeMo protein models, see the predicted structure, and send corrections back to improve the model.
PNC — Targeted Offers Across Web, Online Banking and Mobile
Live
Lead designer for live credit card and targeted offers on pnc.com, online banking and the native app. Client work through TCS.
NYC MOCS
Human-centered redesign increased site usability by 88% across NYC procurement, informed by research with 86 agencies and thousands of vendors.
Archive
- Concept: EnableSphere AI for Porsche — Concept
- FourQ (OneBiller) — BlackLine
- DTCC — Design System
- Clarios — Manufacturing UX
- Stellantis Dealership Platform
- TAMKO — Certifications & Learning App
About
I started in engineering. As an SDET manager at Google Finance and Morgan Stanley, I led quality teams of up to 30 people, and learned how products break before users ever see them.
That pulled me into design. At NYC's Mayor's Office of Contract Services, I led designers, product managers and QA to move city procurement online for the first time, for 86 agencies. At FourQ, I was the first and only designer and built the design practice for OneBiller, a billing and invoicing product later acquired by BlackLine.
Today I'm a Lead UX Designer at TCS, designing for clients including Cummins, PNC and DTCC. Most of my recent work puts AI into complex workflows, where it recommends and people decide. I prototype with Claude Code, n8n and custom GPTs, so I can test ideas with working software, not just screens.