Case Study
Product Designer | Topaz | 2025
GenAI Framework · Compliance Systems
This project focused on designing a GenAI framework to support teams working on AI-powered products in regulated environments. The challenge was to enable effective collaboration while ensuring governance, traceability, and compliance throughout the product lifecycle. The resulting framework provided clear structure, shared language, and confidence for teams building with AI.
Product Design
GenAI Framework
AI Workflows
UX Architecture
Governance & Compliance



Dashboard
Auto refreshes every 60s
Help
Notifications
Teammates
Notifications and reviews (7)
Last 8 Hours
Backlog
1011
Waiting for first reply
1000
Unassigned
629 open
33% idle
23 snoozed
Performance
1011
Waiting for first reply
1000
Unassigned
629 open
33% idle
23 snoozed
Name
Step/Act name
0
0
6
6
6
6
49
49
41
41
5y
5y
Active teammates
Unassigned
Waiting for first reply
Total open
Idle
Longest waiting for any reply
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Notifications
Teammates
Notifications and reviews (7)
Last 8 Hours
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
3
Overview
Conversations
Dashboard
3
Automation
Your preferences
Other Projects
Let’s explore what we could build together.
CONTACT
(+44) 7933 026 207
SOCIAL
Sofia O.
Case Study
Product Designer | Topaz (Project-Based) | 2025
GenAI Framework · Compliance Systems
This project focused on designing a GenAI framework to support teams working on AI-powered products in regulated environments. The challenge was to enable effective collaboration while ensuring governance, traceability, and compliance throughout the product lifecycle. The resulting framework provided clear structure, shared language, and confidence for teams building with AI.
Product Design
GenAI Framework
AI Workflows
UX Architecture
Governance & Compliance



Dashboard
Auto refreshes every 60s
Help
Notifications
Teammates
Notifications and reviews (7)
Last 8 Hours
Backlog
1011
Waiting for first reply
1000
Unassigned
629 open
33% idle
23 snoozed
Performance
1011
Waiting for first reply
1000
Unassigned
629 open
33% idle
23 snoozed
Name
Step/Act name
0
0
6
6
6
6
49
49
41
41
5y
5y
Active teammates
Unassigned
Waiting for first reply
Total open
Idle
Longest waiting for any reply
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Notifications
Teammates
Notifications and reviews (7)
Last 8 Hours
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
3
Overview
Conversations
Dashboard
3
Automation
Your preferences
Other Projects
Let’s explore what we could build together.
CONTACT
(+44) 7933 026 207
SOCIAL
Sofia O.
Case Study
GenAI Framework · Compliance Systems
Product Designer | Topaz (Project-Based) | 2025
This project focused on designing a GenAI framework to support teams working on AI-powered products in regulated environments. The challenge was to enable effective collaboration while ensuring governance, traceability, and compliance throughout the product lifecycle. The resulting framework provided clear structure, shared language, and confidence for teams building with AI.
Product Design
GenAI Framework
AI Workflows
UX Architecture
Governance & Compliance



Dashboard
Auto refreshes every 60s
Help
Notifications
Teammates
Notifications and reviews (7)
Last 8 Hours
Backlog
1011
Waiting for first reply
1000
Unassigned
629 open
33% idle
23 snoozed
Performance
1011
Waiting for first reply
1000
Unassigned
629 open
33% idle
23 snoozed
Name
Step/Act name
0
0
6
6
6
6
49
49
41
41
5y
5y
Active teammates
Unassigned
Waiting for first reply
Total open
Idle
Longest waiting for any reply
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Step/Act name
0
6
6
49
41
5y
Notifications
Teammates
Notifications and reviews (7)
Last 8 Hours
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
Foundational
Kick off with clarity and purpose to align your team and long-term goals.
Core
3
Overview
Conversations
Dashboard
3
Automation
Your preferences
Other Projects
Let’s explore what we could build together.
CONTACT
(+44) 7933 026 207
SOCIAL
Sofia O.