[ WHAT WE’RE SEEING ]
AI cannot fix a product foundation that was never designed for it.
Legacy products were built around static pages, patched components, and workflows that have grown over time. AI-generated content has nowhere logical to live, new interactions feel disconnected, and engineering keeps hitting the same interface debt.
It’s more than an outdated interface. Information architecture, design systems, and workflows need to evolve together so AI can be introduced without disrupting the product or its users.
Portfolio: PeopleGuru · RumbleUp · Sales Copilot
The foundation that makes AI integration possible.
A clear structure that gives AI features a logical home and makes complex workflows easier to understand.
A modern foundation for consistent components, dynamic content, and AI interaction patterns across the product.
Reusable components for confidence, explanations, loading, streaming, overrides, and AI-generated content.
High-impact user journeys rebuilt to support AI without disrupting the tasks users already know.
A phased release plan with feedback checkpoints, onboarding support, and clear communication at every stage.
Usage signals and feedback loops that show where users adapt, struggle, or need additional support.
Your product was built for yesterday. We’ll make it ready for what comes next.
We modernize legacy B2B and SaaS products progressively, so your team can move forward without spending months on a disruptive rebuild.
[ HOW WE WORK ]
A practical path to modernizing your product without breaking what works.
The current UX, information architecture, design system, workflows, and known user issues are reviewed to identify the debt blocking product evolution and AI integration.
Deliverables:
A clear structure defines what should be retained, what needs to change, and how AI-ready patterns will fit into the existing product.
Deliverables:
Existing components are refined where possible, while missing foundations and AI-ready interaction patterns are added to create one consistent product system.
Deliverables:
The highest-impact workflows are redesigned first, prioritizing the areas where modernization can improve usability and unblock planned AI features.
Deliverables:
Changes are released module by module, with onboarding, feedback checkpoints, and adoption monitoring built into each stage.
Deliverables:
[ WHAT YOU GET ]
A modern product foundation ready for intelligent features.
Restructured Information Architecture
A scalable product structure that gives AI features a logical place and gives users a clearer mental model.
Updated Design System
A modernized system that supports dynamic content, consistent interactions, and future product expansion.
AI-Ready Component Library
Reusable patterns for confidence, explanations, loading, streaming, overrides, and AI-generated outputs.
Redesigned Key Workflows
Priority user journeys rebuilt to improve usability and support planned AI integration.
Progressive Rollout Strategy
A phased plan for releasing changes without forcing users through a sudden, disruptive redesign.
Implementation Guidance
Clear specifications and documentation that give product and engineering teams a shared path forward.
Two kinds of teams come to us.
Your product has moved beyond its earliest version, but the interface has grown one feature at a time. Workflows feel disconnected, components are inconsistent, and the current foundation cannot support the intelligent experiences now on your roadmap. You need to modernize without losing momentum or rebuilding the entire product from scratch.
You’re managing an established product with long-standing workflows and users who depend on them daily. AI opportunities are clear, but information architecture, design system debt, and outdated interactions keep blocking progress. We modernize the product progressively so new capabilities can be introduced without disrupting what already works.
[ BEFORE YOU ASK ]
The questions every team has.
Legacy UX modernization updates the information architecture, workflows, design system, and components of an existing product so it can support dynamic AI content and interaction patterns more effectively.
AI introduces new states, outputs, decisions, and user controls. An outdated product foundation may not have a clear place for those interactions, making the experience harder to understand and trust.
A standard redesign may focus primarily on refreshing the interface. Modernization addresses the underlying structure, workflows, components, and rollout approach while preserving what still works.
The process begins by identifying where AI belongs, then restructuring the surrounding workflow and designing the states, controls, explanations, and fallback paths users will need.
The work is delivered progressively. Priority workflows are redesigned and released in phases, giving users time to adapt while the team monitors feedback and adoption.
Yes. The engagement can focus on a specific workflow, module, design system, component library, or area blocking an upcoming AI feature.
The timeline depends on product size, workflow complexity, and the number of modules involved. Larger platforms may require 16 weeks or more and be delivered across several phases.
It creates the structure and interaction foundation AI features need, including appropriate workflows, dynamic states, reusable components, and clear places for user control.
Your team can move into AI feature experience design, continue rolling out modernized modules, or maintain and extend the updated design system as the product evolves.
Yes. Design specifications, component guidance, implementation notes, and ongoing collaboration keep modernization aligned with the realities of your existing product and technology stack.
[WHERE TO START ]
Stop letting legacy debt block your AI roadmap.
Start with the workflows creating the most friction. We’ll identify what should stay, what needs to change, and how to modernize the product without disrupting the users who depend on it.
[ Connect with us ]
Let's talk about your product.
Hate contact forms? Direct Contact!
Sahar
Key Account Manager
Lara Kazan
Business Development Executive
Next Steps
We'll respond within 24 hours.
Our UX Expert will collect project details and create a brief.
We'll prepare estimates and share a project proposal.