About Me

I’m a product design leader focused on enterprise GenAI and complex B2B workflows. I combine design leaderhsip with systems thinking and evidence-backed decision-making (research + product telemetry) to turn ambiguity into shippable, scalable experiences.

I lead as a player‑coach: hands‑on in framing problems, mapping end‑to‑end workflows, and prototyping key interactions. I align product and engineering around a shared experience vision, and I mentor designers through clear standards, feedback, and repeatable rituals that scale quality across teams.

Exploring Director‑level roles where I can scale design ops, measurement, and team culture across enterprise product portfolios.

Andy Chang

Endorsements

Selected recent feedback from partners across design, product, and engineering.

His leadership demonstrates strategic clarity, deep functional mastery, and a rare ability to translate vision into scalable, measurable business outcomes. He has proven himself a trusted design leader whose influence extends beyond project delivery to shaping BCG’s design culture, systems, and standards firm-wide. He builds bridges, not just designs, and turns ambiguity into action with a calm, strategic hand.

UX Director & Chapter Lead (Line Manager) (2025)

UX Team
Andy is a functional expert and thought leader in design, offering visionary yet pragmatic design direction that aligns with broader business objectives… Under Andy’s design guidance, Deckster became an award-winning product [and] achieved broad adoption, showcasing how his user-centric approach drives tangible impact across the firm.

Director (2025)

UX Team
One of Andy’s key strengths is his ability to ask thoughtful, clarifying questions that challenge ambiguity and surface important implications… His consistent consideration of downstream impact was valuable..., where anticipating reactions and adoption challenges is key.

Director & Chapter Lead (2025)

Product Team
Andy has very strong active listening skills, which he employs to develop a deep understanding of business/user needs before moving into solutioning. He asks questions that help clarify and sharpen his own and others’ understanding... These strengths have enabled him to help define great solutions, sometimes very different (and better!) than early hypotheses.

Senior Director (2023)

Product Team
Andy consistently brought thoughtful perspectives and valuable insights that helped us iterate designs and concepts much faster… These improvements aligned well with leadership, reflected in the next quad as ESAT improved, and his ability to link design decisions to business outcomes made him a very effective collaborator.

Product Manager (2025)

Product Team
Andy demonstrates strong expertise in UX across the portfolio and has a good balance of design and technical knowledge. I also appreciate that Andy pushes for design consistency across the portfolio, so that users who interact with more than one application have a grounding set of principles in how things work. This also benefits front-end developers, as they have clear standards and better opportunities to share and create reuse.

Senior Director & Tech Area Lead (2024)

Product Team

What I'm Known For

The themes people tend to call out most often in how I frame strategy, shape execution, and lead across teams.

Strategy

Systems framing

Map workflows, dependencies, and service moments so complex product ecosystems become legible enough to ship.

AI Product

Agentic UX

Design multi-step AI experiences with transparency, guardrails, and human control that drive trust and adoption.

Measurement

UX measurement

Define instrumentation and KPI narratives that connect design decisions to adoption, quality, and satisfaction.

Scale

Design systems

Build reusable patterns, standards, and governance that reduce UX variation across product portfolios.

Direction

Experience strategy

Translate user needs and business goals into north-star workflows, principles, and roadmap tradeoffs.

Alignment

Cross-functional facilitation

Run critiques and working sessions that turn ambiguity into decisions with product, engineering, and leadership.

How I operate

The habits, deliverables, and leadership patterns I rely on to move teams from ambiguity to shipped experience.

How I run the work

I start by clarifying the outcome, then make the tradeoffs visible so teams can move with confidence.

  • Start with the outcome: I define the objective, the constraints, and how we will know the work is working.
  • Work in the open: I use workshops, working sessions, and async reviews so alignment happens continuously, not just at the end.
  • Prototype the tradeoff: I make decisions tangible early so product and engineering can commit with fewer surprises.
  • Measure what changed: I pair research with telemetry to see what moved behavior and where the next iteration should focus.

What I put in front of teams

I rely on a small set of artifacts that create clarity for leaders and momentum for delivery teams.

  • North-star direction: Experience principles, interaction models, and future-state workflows that give teams a shared target.
  • Systems views: Service blueprints, journey maps, and workflow models that expose dependencies across products and org boundaries.
  • Design system leverage: Standards, reusable patterns, and design-to-code guidance that reduce variation at portfolio scale.
  • Decision briefs: Narratives and KPI framing that connect UX choices to adoption, efficiency, and product health.

How I lead teams

I lead as a player-coach: hands-on where leverage matters, direct about quality, and intentional about helping teams grow.

  • Player-coach by default: I stay close to framing, prototyping, and critique when the work needs strong design direction.
  • Rituals create quality: I use critiques, forums, workshops, and async reviews to make quality a team habit, not an individual act.
  • Shared standards over heroics: I turn lessons into playbooks, pattern libraries, and repeatable practices that outlast any one project.
  • Direct feedback, high trust: I give clear feedback, foster psychological safety, and help designers grow in judgment, confidence, and influence.

Recognition & Credentials

  • CIO 100 Award (2025) — Deckster (measurable business value through AI + UX)
  • MBA (Leadership & Strategy) + MS (Human Factors/HCI)
  • 10 Publications, Presentations, and Posters from UX conferences (citations on request)
  • 3 US Patents (prior work in human factors / defense)
  • NN/g UX Management Certification
  • IDEO U — AI + Strategy programs