Regenerate for 1/3 the Credits – Input Validation Launched
Save Credits When AI Doesn’t Deliver
We’re launching Input Validation with 3x cheaper regeneration.
When your first generation doesn’t meet expectations, regenerate for 1/3 the original cost.
How It Works
- Before Generation: AI validates your inputs. Checks if your image matches the app. Verifies settings are correct. Confirms toggles match your photo.
- If Validation Passes: Your generation proceeds. You get a safety net for regeneration.
- If Generation Fails: Click regenerate. Same settings. Same inputs. Pay only 1/3 of original credits.
- Example:
- Original generation: 20 credits
- Validated regeneration: 7 credits
- You save: 13 credits per retry
The Rules
- You Get the Discount When:
- Original generation passed validation (no warnings)
- You regenerate with exact same parameters
- First result was unsatisfactory
- You Lose the Discount If:
- You change settings between attempts
- You ignored validation warnings
- Why These Rules: The discount covers AI randomness, not experimentation. Different settings mean new generation at full price.
Input Validation Checks
- What Gets Validated: Does your image match the app requirements? Are settings configured correctly? Do toggles match your photo content? Would a different app work better?
- Validation Passes: Job proceeds. Eligible for 3x discount on regeneration.
- Validation Detects Issues: Warning appears with specific explanation. Recommendations for fixes. Choice to adjust or proceed at own risk (no discount).
Common Validation Examples
- Toggle Mismatch: Upload gold ring with diamonds. “Loose Gemstones” toggle is ON.
- Warning: “This toggle is for unmounted gemstones only. Your image shows a ring with metal.”
- Fix: Turn off toggle. Generate with validation passed. Eligible for discount.
- Wrong App: Using Retouching app but want jewelry on model.
- Warning: “This app creates product photos. For virtual try-on, use [app name].”
- Fix: Switch to recommended app. Generate with validation passed.
- Image Issue: Jewelry cropped at photo edge.
- Warning: “Part of jewelry is cropped. Upload photo where entire piece is visible.”
- Fix: Upload properly framed photo. Generate with validation passed.
When Warnings Appear
- If You See a Warning: Something doesn’t match. Your image might not fit the app. Settings might be incorrect. A different app might work better.
- Your Choice: Fix the issue and proceed. Or click “Proceed at My Own Risk” and generate anyway.
- No Discount If You Ignored Warnings: Warnings told you something was wrong. You chose to proceed. That’s allowed, but the safety net doesn’t apply.
- Fair System: Discounts reward trusting validation. When our system says “this should work” and doesn’t, you get cheap retries. When you override warnings, you accept the risk.
Identifying Validated Apps
- Look for “Validated Input” tag at bottom of app thumbnails.
- Not all apps have validation yet. Rolling out across platform through February. Only validated apps offer 3x discount regeneration.
Why We Built This
- December survey results: Wasted credits on mistakes and AI randomness were top frustrations.
- This Solves Both:
- Input Validation catches mistakes before they cost credits
- 3x discount gives cheap retries when AI fails on validated inputs
- This Solves Both:
You save money. Save time. Get better results.
Credit Savings Math
- Scenario: 100 generations monthly at 20 credits each. 10% need retries.
- Old Cost: 10 regenerations × 20 credits = 200 credits wasted
- New Cost with 3x Discount: 10 regenerations × 7 credits = 70 credits
- Monthly Savings: 130 credits just on retries
This adds up fast at scale.
Rollout Details
- Launch Date: January 28th, 2026
- Applies To: All generations made after January 28th (not retroactive)
- Availability: Apps with “Validated Input” tag
- How to Use:
- Generate with validation passed
- If result unsatisfactory, click regenerate
- Keep exact same settings
- Pay 1/3 original credits
Demo
Watch CEO demonstration of Input Validation and other January features:
Recording available here: https://www.youtube.com/@NeuroVizAi
Related January Features:
Favorites – Quick access to most-used apps Details: https://neuroviz.ai/blog/favorites/
Jewelry Price Changer – Auto-update price tags on photos Details: https://neuroviz.ai/blog/jewelry-price-changer/
Batch Processing – Process hundreds of images at once Details: https://neuroviz.ai/blog/batch-processing/
Support
Integration assistance. Technical troubleshooting. Best practices guidance.
Contact: [email protected]

