Testing for your ai saas
Expert testing tailored to ai saas apps. We identify the specific issues ai saas apps face and fix them for production. From $19.
AI SaaS challenges we solve
Common ai saas issues that our testing service addresses.
Cost management and unit economics
Every user action costs you real money in API calls. If a user generates 100 requests a day and each costs $0.05, that's $5/day per user — $150/month. Without token tracking, usage tiers, and cost optimization, your AI SaaS can lose money on every customer.
Upstream API reliability
OpenAI and Anthropic APIs have outages, rate limits, and variable latency. Your SaaS needs fallback providers, retry logic with exponential backoff, request queuing, and graceful degradation. AI tools build direct API calls with no resilience — one upstream outage takes your entire product down.
Prompt management and versioning
Your prompts are your product's core IP. AI tools hardcode prompts in the source code. You need a prompt management system with versioning, A/B testing capability, and the ability to update prompts without deploying code. A bad prompt update shouldn't require a rollback of your entire application.
Output quality and consistency
AI responses vary in quality, format, and accuracy. Your paying customers expect consistent output. You need output validation, structured output parsing, retry logic for poor responses, and quality monitoring. One hallucinated response in a customer-facing context can destroy trust.
What we check
Key areas we review for ai saas testing projects.
API cost tracking — per-user and per-feature token usage monitoring
Upstream resilience — fallback providers, retry logic, circuit breakers
Prompt management — versioned prompts, separated from application code
Output validation — structured parsing, quality checks, error handling
Usage-based billing — metered usage, credit system, Stripe integration
Not sure if your app passes? Our code audit ($19) checks all of these and more.
Start with a self-serve audit
Get a professional testing of your ai saas project at a fixed price.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Do you offer testing for ai saas apps?
Yes. We provide testing specifically tailored to ai saas applications. We understand the unique requirements of ai saas projects and the common issues that need attention before production use.
What testing issues do you typically find in ai saas projects?
Common issues in ai saas projects that affect testing include: cost management and unit economics, upstream api reliability, prompt management and versioning. We identify and address all of these as part of our testing service.
How do I get started with testing for my ai saas?
Start with our code audit ($19) to get a clear picture of your ai saas project's testing needs. We'll provide a prioritized report and a fixed quote for any follow-up work.
How much does testing cost for a ai saas?
Our code audit starts at $19 and gives you a prioritized report. Follow-up testing work is scoped with a fixed quote based on your ai saas project's specific needs. No hourly billing.
Related resources
Other Services for AI SaaS
Need testing help for your ai saas?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.