Freelance UX/UI Designer in Kerala explains UX/UI process tailored for AI-based projects:

When you're designing a product that includes AI services as a UX/UI Designer, your process should blend standard design principles with a clear understanding of how AI works behind the scenes — and how users interact with it.

Here’s a step-by-step UX/UI process tailored for AI-based projects:

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🧠 1. Understand the AI Capabilities

Before jumping into design:

• Collaborate with Data Scientists/Engineers to understand what the AI can and cannot do.

• Ask: What kind of AI is being used? (e.g., machine learning, NLP, computer vision, generative AI)

• Understand data input/output — Does it need text, voice, images, or structured data?

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🔍 2. User Research with an AI Lens

Go beyond traditional research:

• Identify user goals, fears, and trust issues with AI.

• Conduct user interviews or surveys focused on:

  • Expectations from the AI (speed, accuracy, autonomy)

  • Previous experience (good or bad) with AI tools

  • Comfort level with automation and data sharing

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📐 3. Define UX Flows with AI Interactions

Create user journeys that show where AI steps in:

• E.g., “User uploads a document → AI summarizes it → User accepts/edit summary”

• Clearly separate human vs AI responsibilities

• Plan for feedback loops — allow users to give feedback to the AI (critical for improving models and trust)

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🎯 4. Map Ethical & Trust Considerations (UX for AI ≠ Normal UX)

Incorporate:

• Transparency: Show how decisions are made. Use confidence levels or “why this recommendation?” prompts.

• Control: Let users override or undo AI decisions.

• Bias awareness: Ensure you represent data and outputs fairly (especially if AI affects people’s opportunities).

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🧪 5. Design Wireframes and Prototypes with AI Interactions

• Design UI elements for:

  • Confidence scores (e.g., “75% sure this is a duplicate”)

  • Loading states for long AI computations

  • Explanation modals or tooltips (why AI made this choice)

  • Manual input alongside AI suggestions

• Use progressive disclosure to avoid overwhelming users.

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🎨 6. Visual Design System for AI Interfaces

Include:

• Color feedback (e.g., green for confident AI suggestions)

• Icons or animations for AI processes ("thinking", "learning", "suggesting")

• Typographic hierarchy for AI vs user content

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📊 7. Prototype & Test Early with Realistic AI Behaviors

• Simulate AI outputs in prototype tools (Figma, ProtoPie)

• Get feedback on errors, corrections, and explanations

• Test with real edge cases (e.g., wrong predictions, no data situations)

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🔁 8. Continuous Design + Model Feedback Loop

• Work with the dev/ML team to gather user interaction data:

  • Where do users disagree with AI?

  • Which suggestions are ignored?

• Iterate UI/UX based on how users adapt (or don’t) to the AI

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Freelance web designer in Kerala must know the Best Usage of a Red Button in an Application (Based on UX Best Practices )

Freelance web designer in Kerala must know the Best Usage of a Red Button in an Application (Based on UX Best Practices )

A red button should be used carefully in an application, following UX psychology and color theory. Here are the best practices:

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✅ When to Use a Red Button (Correct Usage)

Red buttons should only be used for destructive or critical actions that require user attention, such as:

1. Delete / Remove Actions

   • Example: "Delete Account," "Remove User," "Clear Data"

   • Action: Permanent loss of data or user access.

   • Example UI:
     

2. Stop / Cancel Critical Processes

   • Example: "Stop Process," "Abort Task"

   • Action: Interrupts an ongoing operation that might have consequences.

   • Example UI:
     "Stop Transaction" in a banking app

3. Critical Warnings / Errors

   • Example: "Reset System," "Factory Reset"

   • Action: Resets to default settings, removes configurations.

   • Example UI:
     "Factory Reset" in a device settings page

4. Log Out / Sign Out (Sometimes)

   • If logging out has consequences (e.g., losing unsaved work), a red button can be used.

   • Example UI: "Log Out & Discard Changes"

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❌ When NOT to Use a Red Button (Wrong Usage)

1. For Primary or Common Actions

   • ❌ "Submit," "Save," "Confirm" should not be red.

   • 🔹 Instead, use blue (primary action) or green (positive action).

2. For Non-Destructive Actions

   • ❌ "Edit," "Download," "View" should not be red.

   • 🔹 Instead, use gray (neutral) or blue (standard action).

3. For Non-Urgent Warnings

   • If a warning is minor, use yellow or orange instead of red.

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