AI PRODUCT DESign

Everyone’s talking about AI.
Let’s give yours something to say.

Work with us to uncover real opportunities for you in AI and take the first step toward building what’s next.

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COMMON PAIN POINTS

The frustrations we see

Whether you're leading a mid-market SaaS product or scaling a new solution, these are the challenges we've helped companies overcome in finding AI solutions.

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Limited AI Expertise

Internal teams often lack the experience to explore AI opportunities effectively.

Small Discovery Teams

Lean teams struggle to dedicate the time needed for AI research and strategy.

AI Uncertainty

It’s hard to know if AI is the right solution or how it fits into your product.

Overwhelming Tool Choices

The AI landscape is cluttered with options, making it difficult to separate hype from reality.

Internal Buy-in Struggles

Convincing leadership to invest in AI without a clear vision can be a major hurdle.

UX & AI Integration Gaps

Designing AI-driven interactions requires a different approach than traditional UX.

HOW WE SOLVE IT

Our AI-Focused Strategy services

Whether you're leading a mid-market SaaS product or scaling a new solution, these are the challenges we've helped dozens of companies overcome in finding AI solutions.

AI UX + Story Sprint

Quickly identify where AI creates value in your product and shape the UX and story to match.

Spot high-cost UX gaps

Prototype only what matters

Validate real AI use cases

Explore positioning & messaging

4-6 weeks

Ideate

Verify

Prototype

Messaging

Spot AI opportunities in your product

Assess tech and data to confirm what’s doable

Build concepts flows and test with users or teams

Refine value props and messaging that stick

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Ideal for
Product Leads with live products
Marketers refining go-to-market
What you get
Prototypes
Messaging & Mockups
Brand-Ready Concepts

AI Design Sprint

Give your leadership team a ‘yes/no/go’ decision in 8-12 weeks, backed by data, design, and ROI thinking for a new AI-related product experience.

Align fast on the right problems

Build momentum across your team

Validate AI potential before you build

Use output to recruit or sell internally

Turn insights into a clear roadmap

8-12 weeks

Define

Discover

Validate

Ideate

Prototype

Refine

Clarify goals and choose the right problems to solve.

Uncover user needs and spot where AI adds value.

Audit data and assess AI feasibility.

Sketch concepts and explore solution directions.

Build and test with users for quick feedback.

Improve based on insights and plan what’s next.

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Ideal for
Founders shaping new products
PMs exploring AI-first features
Enterprise teams incubating ideas
What you get
Prototypes
Personas
User Feedback
Roadmap & Backlog
AI case studies & applications

Applied Intelligence: Our AI Case Studies

Critical Messaging AI Assistant (Healthcare)

A dashboard that analyzes healthcare & lab data and presents customers with a personalized, actionable summary that highlights critical alerts, reports, and time-sensitive activities in one glance.

Illustration of an AI messaging assistant

User Interface AI Copilot (FinTech)

A product customization tool that helps teams connect APIs to the right user flows & user experience. It translates technical requirements into clear checklists, guides, and UX, so teams can design faster, stay aligned, and launch months sooner.

Illustration of an AI copilot

Port Day AI Planner (Travel & Retail)

A cruise-aware assistant that builds personalized half-day itineraries based on ship schedules, docking times, and user interests—helping travelers discover, book, and navigate port experiences with zero guesswork.

Illustration of an AI assistant

AI Maintenance Tool (B2B SaaS)

An AI tool that helps aircraft maintainers diagnose, sequence, and execute critical repairs using real-time context, technical orders, and voice-guided support to reduce downtime and decision fatigue in high-stakes environments.w

Illustration of cake.ai

Frequently Prompted Questions ;)

Can you help us validate AI use cases before we invest in development?

Yes. Our goal is to help you avoid wasted effort by testing whether an AI concept solves a real problem before you build. We use proven research methods like user interviews and behavioral surveys to uncover real needs. Then, we prototype quickly, often using no-code or vibe-code approaches, to observe how users respond to early concepts. This approach has helped dozens of startups and enterprise teams pressure-test their ideas before investing in full development.

How do we align our technical teams and business units around a shared innovation roadmap?

We involve technical teams and all decision-making stakeholders from day one, so they help shape the solution not just react to it. Alongside early prototypes, mock PR releases, and internal decks, we create shared artifacts that build clarity, generate excitement, and keep everyone moving toward the same goal.

Can you build the AI models?

Yes. We have engineers and AI architects who can design, train, and deploy models as part of our package. Whether you need custom models or want to integrate existing ones, we can take it from prototype to production.

Can you help reposition an existing product now that it includes AI?

Yes. We help ensure your AI integration speaks to real problems, not just trends. That means sharpening your messaging so it highlights meaningful value, not empty buzzwords, and resonates with the right audience.

Can you help me get to market faster without hiring a full dev team yet?

Up to a point. We help you validate the problem, test with real users, and move quickly with prototypes or no-code tools. But no AI product or agent is a silver bullet. Lasting success still requires thoughtful engineering. When needed, we bring in trusted technical advisors to guide architecture and help you plan the right build path.

Can you build AI agents to solve some of our internal problems?

Yes, we’re actively testing this offering with select partners. If you’re exploring ways to apply AI internally, get in touch and we’ll see if it’s a fit.

How do we get started working with you?

You can schedule a call with us using the calendar below. There, we can learn more about your goals and determine whether we're a good fit.