Now in Public Beta

Version, test, and ship
prompts with confidence

PromptLab gives your team full control over AI prompts in production. Test changes safely, roll back instantly, and measure what works — all without touching code.

app.promptlab.dev
Prompts/Checkout Assistant
Live3 versions active·2.4M req/day·Updated 2 min ago
Traffic Split
60%
25%
15%
Current Variant B Experiment
Quality Score+3.1
94.2
Avg. Response-16%
285ms
Cost / Request-38%
$0.0021
Error Rate-62%
0.02%
Activity

Variant B promoted to 25% traffic

2m ago

Quality threshold reached: 94.2 (target: 90)

15m ago

Experiment started with 15% traffic

1h ago

New version created by Sarah

3h ago

Rolled back v3.1 — error rate spike

1d ago

Capabilities

Everything you need to manage AI prompts safely

The tools your team needs to update, test, and improve prompts with confidence.

Gradual Rollouts

Route a small percentage of users to a new prompt first. Scale up only when you see it working.

A/B Testing

Run controlled experiments with real users. See which prompt version performs better with actual data.

Instant Rollback

Something went wrong? Revert to the previous prompt in seconds. No waiting, no downtime.

Real-time Analytics

Track quality scores, response times, costs, and error rates. Know the impact of every change instantly.

Side-by-Side Comparison

Compare prompt versions visually. See exactly what changed and how it affected results before going live.

Version History

Every prompt change is saved automatically. Browse your full history and restore any previous version.

How It Works

Four steps to safer prompt updates

A simple workflow that removes the risk from changing AI prompts.

01

Create a new version

Write or update your prompt in the editor. PromptLab saves every change automatically so you can always go back.

Prompt EditorAuto-saved

You are a helpful checkout assistant. Guide the user through their purchase. Be concise and friendly. Always suggest related products when the cart value is under $50.

Version 4·Edited just now·3 previous versions
02

Test with a small audience

Route just 5% or 10% of your users to the new version. See how it performs before rolling it out to everyone.

Traffic SplitActive
Current version
90%
New version
10%
03

Compare the results

See side-by-side how the new prompt performs vs. the old one — quality, speed, cost, and accuracy.

Experiment Results72h elapsed
Quality Score91.494.2+3.1%
Avg. Response Time340ms285ms-16%
Cost per Request$0.0034$0.0021-38%
Error Rate2.1%0.8%-62%
New version is outperforming
04

Roll out or roll back

If the new version wins, push it to all users. If not, revert instantly — no damage done.

New version promoted

Now serving 100% of traffic

Quality: +3.1%Cost: -38%

Previous version saved as rollback point

Results

Teams ship faster and safer with PromptLab

Real impact from teams already using PromptLab in production.

73%
Fewer Incidents
From prompt-related issues
4x
Faster Iteration
Average time to update prompts
38%
Lower Cost
Average token cost reduction
<5s
Recovery Time
To revert a bad change

Live Dashboard

checkout-assistant · last 24 hours

All Healthy
Quality Score↑ 3.2%
94.2
24h agonow
Avg. Response Time↓ 16%
285ms
24h agonow
Error Rate↓ 62%
0.8%
24h agonow
What Teams Are Saying

Trusted by teams building with AI

We used to dread updating our AI prompts. One bad change could ruin the experience for thousands of users. PromptLab lets us test changes safely and roll back in seconds if needed.

SC
Sarah Chen
Head of AI Product · Meridian AI

We manage over 200 prompts across our products. PromptLab gave us one place to manage them all, with version history and the ability to A/B test every change.

JO
James Okonkwo
VP of Engineering · Nexus Labs

The impact was immediate. Our prompt-related incidents dropped by 70%, and our team updates prompts 4x more frequently because they're no longer afraid to make changes.

PS
Priya Sharma
Director of AI Products · Arclight

Ready to take control of your AI prompts?

Join the teams already using PromptLab to ship faster, reduce costs, and improve quality.

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