AI-Native Product DesignBORN, Tech Mahindra · 2022 — Present
AI Guild — Agentic UX Lifecycle
Founded and led an AI Guild embedding Generative & Agentic AI into research, ideation and delivery — adopted by 25+ project teams.
Problem Statement
Design teams risked being left behind by the AI shift — using it ad-hoc, unsafely, and without a shared craft standard for human-AI interaction.
My Leadership Role
Founder & lead of the AI Guild. Set the vision, curated the toolchain, and mentored designers on Human-AI interaction patterns.
UX Strategy & Methodology
- 01Mapped where Generative & Agentic AI creates leverage across the UX lifecycle.
- 02Established reusable prompts, patterns, and guardrails for human-AI interaction design.
- 03Ran guild sessions to upskill designers and diffuse practice across teams.
Business Outcome
25+Teams adopted
FasterResearch → concept
NewAI-native offerings
Go deeper
Want the detailed process, business impact & ROI?
The full breakdown — research artifacts, methodology, stakeholder maps, before/after metrics and the return-on-investment model — is shared on request under NDA. Let's connect and I'll walk you through it.
Process walkthroughBusiness impactROI model
