kuff design
Kuff Design — Studio Est. 2016 · Miami

A studio for AI-native systems

From legacy workflows to multi-agent products.

Kuff Design architects AI-powered systems for businesses replacing outdated tools, or building software that doesn't exist yet for what they actually do.

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Practice

AI systems, automation, applied AI

Engagements

Custom builds, modernization, fractional

Based

Miami · working with teams everywhere

Founded

Independent studio, est. 2016

What we build

Three engagements. One approach.

We figure out how the business actually works, then design systems that support it — whether that means new software, replacing what's broken, or embedding with your team.

01Service

When nothing exists for what you do

Custom AI products

AI-native systems coordinated by specialist agents, designed around how your team actually works. Multi-agent architecture, agent orchestration, prompt engineering for production, and React-based prototyping.

Best for

teams whose work has outgrown spreadsheets and off-the-shelf tools.

02Service

When you've outgrown what you're paying for

Legacy modernization

We replace the CRM, intake system, or internal platform that no longer fits — and make sure your team actually adopts the new one. A decade of healthcare SaaS taught us how to design for non-technical users, regulated data, and the stakeholders who decide whether something ships.

Best for

teams paying for software that mostly doesn't work.

03Service

When you need someone in the room

Fractional AI lead

We embed with your team part-time — strategy at the top, fluency on the floor. Leadership sessions on where AI fits in operations, paired with workshops that teach staff to actually use the tools. One-day intensives, multi-session programs, or ongoing advisory.

Best for

businesses ready to operationalize AI without hiring a full-time head of AI.

Selected work

Engagements.

How we work

A three-phase engagement.

01

Discovery

We map how your team actually operates today — the real workflow, the workarounds, the bottlenecks.

1–2 weeks

02

Design & architecture

We design the system around your team. Architect the agents, define the data flow, prototype the UI.

2–4 weeks

03

Build & adoption

We build, ship, and train your team to actually use what we built. Adoption is part of the engagement, not an afterthought.

ongoing
About the founder

Amanda Kuff.

Kuff Design is led by Amanda Kuff, a product designer and AI systems architect based in Miami. Amanda has spent the last decade designing healthcare SaaS — modernizing legacy systems, training non-technical teams through adoption, and translating between developers and stakeholders to ship products that actually work.

More recently her focus has shifted to agentic systems and AI-driven products. She's currently architecting a multi-agent platform for a regulated B2B environment and recently placed 3rd at the Refresh Miami × Google Hackathon.

Amanda is a certified MIRROR Practitioner (ethical AI integration) through the Bureau of Creative Intelligence and works with small and mid-size businesses as a fractional AI lead — helping teams operationalize AI without the overhead of a full-time hire.

Recent talk Codeless Vibathon — UX/UI for AI Builders
Start a project

Tell us about your project.

If your team is working around your software instead of with it, there's usually a better system. Let's build it.

Or email amanda@kuff.design directly.