AI Integration WorkshopArina Alexandra
I help product teams identify high-impact opportunities for AI and turn them into clear, executable product concepts.
This workshop is designed for teams who want to move beyond “we should add AI” and instead define where AI creates real user value, what should and should not be automated, and how AI fits naturally into the existing experience.
What We’ll Do
Opportunity Mapping
We analyse your product flows and identify friction, repetition, and decision-heavy moments where AI can meaningfully improve outcomes.
Use Case Definition
We define two to five high-impact AI use cases aligned with user needs and business goals.
Experience Design
We outline interaction patterns for AI features so they feel intuitive, trustworthy, and genuinely useful.
Execution Plan
You leave with a clear roadmap including scope, priorities, and next steps for design and engineering.
Deliverables
AI opportunity audit
Prioritised use case list
UX concept flows or structured sketches
Feature definition brief
Implementation direction for your team
Ideal For
SaaS startups
Product teams exploring AI
Companies adding AI to an existing product
Founders preparing for fundraising
What's included
AI Opportunity Map
A structured overview of where AI can add real value across the product experience, prioritised by user impact, feasibility, and business relevance.
AI Use Case Definition
Clearly defined AI use cases with goals, user needs, success criteria, and constraints to ensure alignment before design and build.
AI UX Flows & Interaction Design
User flows and interaction patterns for AI features, including inputs, outputs, feedback, edge cases, and trust signals.
AI Feature UI Design
High-fidelity UX/UI designs for AI-driven features, aligned with the existing product and focused on clarity and usability.
Implementation-Ready Design Handoff
Handoff-ready design files and documentation to support smooth implementation by engineering teams.
Design Review & Implementation Support (optional)
Design support during implementation to ensure AI features are built as intended and integrated seamlessly into the product.
FAQs
Typically, a three to four-hour live session plus preparation and a structured follow-up summary.
Access to key product flows, your current roadmap, and information about your target users.
Both. The workshop balances product strategy, UX thinking, and technical feasibility.
Yes. I can continue supporting as a product and UX partner after the workshop.
Arina's other services
Contact for pricing
Duration1 week
Tags
Consultant
Product Designer
UX Designer
Service provided by
Arina Alexandra proLondon, UK
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- Followers
AI Integration WorkshopArina Alexandra
I help product teams identify high-impact opportunities for AI and turn them into clear, executable product concepts.
This workshop is designed for teams who want to move beyond “we should add AI” and instead define where AI creates real user value, what should and should not be automated, and how AI fits naturally into the existing experience.
What We’ll Do
Opportunity Mapping
We analyse your product flows and identify friction, repetition, and decision-heavy moments where AI can meaningfully improve outcomes.
Use Case Definition
We define two to five high-impact AI use cases aligned with user needs and business goals.
Experience Design
We outline interaction patterns for AI features so they feel intuitive, trustworthy, and genuinely useful.
Execution Plan
You leave with a clear roadmap including scope, priorities, and next steps for design and engineering.
Deliverables
AI opportunity audit
Prioritised use case list
UX concept flows or structured sketches
Feature definition brief
Implementation direction for your team
Ideal For
SaaS startups
Product teams exploring AI
Companies adding AI to an existing product
Founders preparing for fundraising
What's included
AI Opportunity Map
A structured overview of where AI can add real value across the product experience, prioritised by user impact, feasibility, and business relevance.
AI Use Case Definition
Clearly defined AI use cases with goals, user needs, success criteria, and constraints to ensure alignment before design and build.
AI UX Flows & Interaction Design
User flows and interaction patterns for AI features, including inputs, outputs, feedback, edge cases, and trust signals.
AI Feature UI Design
High-fidelity UX/UI designs for AI-driven features, aligned with the existing product and focused on clarity and usability.
Implementation-Ready Design Handoff
Handoff-ready design files and documentation to support smooth implementation by engineering teams.
Design Review & Implementation Support (optional)
Design support during implementation to ensure AI features are built as intended and integrated seamlessly into the product.
FAQs
Typically, a three to four-hour live session plus preparation and a structured follow-up summary.
Access to key product flows, your current roadmap, and information about your target users.
Both. The workshop balances product strategy, UX thinking, and technical feasibility.
Yes. I can continue supporting as a product and UX partner after the workshop.
Arina's other services
Contact for pricing