Your MVP took off—but now it's chaotic, costly, and impossible to scale.
We've been there, fixed that.
Your AI app is a tangled mess of quick fixes and patches. Every small change breaks something else, and debugging feels like navigating a maze.
What worked perfectly yesterday randomly fails today. Your AI responses are inconsistent, and users are starting to complain about reliability.
API costs are ballooning, performance crumbles under load, and adding new features feels impossible. Growth has become your biggest enemy.
We refactor your app into clean, maintainable architecture with proper separation of concerns, error handling, and scalable patterns that grow with you.
Stop AI unpredictability with expertly crafted prompts, validation systems, and fallback mechanisms that ensure consistent, reliable responses.
Reduce your LLM costs by up to 70% through intelligent caching, request optimization, model selection, and efficient API usage patterns.
Comprehensive audit of your AI app's architecture, performance bottlenecks, and cost inefficiencies.
Fix critical bugs, implement proper error handling, and establish reliable AI response patterns.
Refactor architecture, optimize prompts, implement caching, and reduce API costs by up to 70%.
Build scalable infrastructure, implement monitoring, and enable your team to ship features confidently.
Choose based on your app size. No hidden fees, no surprises.
Solo founder, <1K users, simple features
Small team, 1K-10K users, multiple features
Team of 3+, 10K+ users, complex workflows
PivotalPoint is a boutique AI engineering firm led by former CTOs and technical product leads from Google, Trilogy, and many other companies—from startups to consolidated tech firms. We specialize in rescuing LLM-powered products that were built fast—and built wrong.
We don't just fix your code—we enable your team to grow again, reduce LLM burn, and move faster with confidence. Whether you're trying to stabilize, scale, or sell, we've seen your chaos—and turned it into opportunity.
Use our contact form below.