If your AI tool isn’t behaving the way you expected, you’re not alone.
Most AI apps work well in demos… but fall apart in real use. They go off-topic, give inconsistent answers, or just don’t feel reliable.
I help fix that.
I specialize in stabilizing AI tools so they:
• stay on track and follow clear rules
• give consistent, predictable responses
• handle edge cases without breaking
• feel usable in real-world situations
This includes:
• ChatGPT-based tools and assistants
• Firebase / web app integrations
• Prompt and guardrail design
• Debugging unpredictable behavior
• Fixing “it works sometimes but not always” issues
I’ve spent the past year building AI systems designed for real daily use, where consistency matters more than impressiveness.
If your AI tool feels unstable, confusing, or unreliable — I’m happy to take a look and help you get it working the way you intended.