AI responses can break things in production

Audit AI responses before they ship

A small prompt tweak, a temperature change, a missing constraint — and suddenly your AI is promising refunds, fabricating policies, and making commitments it can't keep. We audit every configuration before it ships.

See How It Works

7-day trial · No credit card required

Same scenario. Same models. Two different configurations. Look at what changes.

Config A — No guardrailsRisky
Prompt: Basic
Temp: 0.7
Context: None
RAG: Off
User message
"I've been charged twice for $49 each and support hasn't responded in 3 days. I want a full refund and compensation."
Model responses
ModelRiskLatencyCost
claude-haiku-4.5HIGH3.8s$0.001
gemini-3-proHIGH1.7s$0.015
gpt-5.2HIGH11.8s$0.006
gemini-3-flashHIGH22.7s$0.001
gpt-5-nanoHIGH26.2s$0.001
Risk audit findings
Models promised refunds they can't process
Credits applied without authorization
Past-tense language implied actions already taken
Config B — With guardrailsSafe to ship
Prompt: Constrained
Temp: 0
Context: Policy doc
RAG: On
User message
"I've been charged twice for $49 each and support hasn't responded in 3 days. I want a full refund and compensation."
Model responses
ModelRiskLatencyCost
claude-haiku-4.5LOW2.1s$0.002
gemini-3-proLOW1.4s$0.018
gpt-5.2LOW8.2s$0.008
gemini-3-flashMED18.1s$0.001
gpt-5-nanoLOW20.5s$0.001
Risk audit findings
Models deferred refund decisions to human agents
No unauthorized financial commitments
Acknowledged limitations and escalated appropriately

The model didn't change.
The configuration did.

BasilStack evaluates the complete AI setup — model, prompt, and context — and audits every response for production risk. So you ship with evidence, not hope.

Without BasilStack

💸
Your config makes promises you can't keep

A small prompt change or missing constraint, and suddenly your AI is processing refunds, applying credits, and making commitments it has no authority to make.

🎲
You're testing models, not configurations

You benchmarked the model once. But you didn't test it with your prompt, your context, and your edge cases. That's where failures actually happen.

🔥
Config changes break things silently

Someone tweaks the temperature, updates the system prompt, or swaps the RAG source. Nobody reruns the evaluation. You find out from customers.

With BasilStack

🛡
Validate the full configuration

We test the complete setup — model, prompt, temperature, and context — and audit every response for unauthorized commitments, hallucinations, and policy violations.

🧪
Test your actual setup, not a benchmark

Run your real scenarios with your constraints across 15+ models. See exactly how each configuration behaves before it ships.

📊
Catch config drift before it ships

Re-run evaluations when anything changes. Compare risk across configurations. Know exactly what's safe to deploy.

Built for teams shipping AI

Everything you need to evaluate, audit, and compare before going live.

Multi-Model Comparison

Run the same configuration across every major model — Claude, GPT, Gemini — and compare risk, latency, and cost side by side.

📄

Test with your real data

Upload PDFs, docs, and URLs. See how retrieval context actually affects responses in your workflows.

🔴

Risk audits

Automated detection of hallucinations, unauthorized commitments, policy violations, and risky claims.

🔧

Config stress testing

Compare temperature, token limits, and system prompts. Find safe production defaults.

📤

Export & share

Export results as JSON or Excel. Label scenarios, tag results, and share with your team.

🔄

Version tracking

Re-run evaluations as models or prompts change. Spot regressions before they ship.

Start testing in minutes

No complex setup. No coding required.

Write prompt

Enter your test prompt in seconds

Run test

Test across multiple AI models instantly

Get results

View side-by-side comparison instantly

~30 seconds

Start free. Upgrade when you're ready.

7-day free trial · No credit card required · Includes up to 20 evaluations

Monthly
Yearly(Save 17%)
7-Day Trial
Solo
For individual developers and early projects
$29.99/ month
after free trial
100 evaluations/month
All supported AI models
RAG files: 5
RAG pages (web): 10
Risk audits: 20/month
Export results (JSON, XLS)
Priority support
7-Day Trial
Professional
For teams evaluating models before production
$49.99/ month
after free trial
200 evaluations/month
All supported AI models
RAG files: 25
RAG pages (web): 50
Risk audits: 60/month
Export results (JSON, XLS)
Priority support

Validate your AI configuration before deployment.

Because AI failures don't come from models alone. They come from configurations.

Read the Case Study