Haikotek / Performance Surgery
AI Infra & Performance Surgery
Resolving system latency, heavy API bottlenecks, and unmanaged Cloud or LLM infrastructure costs. We diagnose root causes, refactor core architectures, and deliver verifiable performance metrics.
Who it’s for
Designed for Founders, CTOs, and Product Leads managing applications hindered by high latency, system crashes, or inefficient hardware resource usage. Ideal for growth-stage platforms and high-traffic digital products requiring strict stability under load.
What you get
☷ Rapid Diagnostic Audit: Root-cause profiling across database queries, API layers, and LLM inferences. ☷ Prioritized Action Plan: Clear, plain-language engineering roadmap focused on high-impact fixes. ☷ Cost & Performance Metrics: Tangible reduction in Cloud/LLM infrastructure spend alongside verifiable latency improvements for internal reporting.
Proof
We achieve measurable optimizations at every step. On suitable architectures, our surgery typically yields up to 40% performance gains, drastically reducing server overhead and battery drain on client devices.
Common Questions (FAQ)
- What does a performance engagement cover?
- We perform deep-dive diagnostic profiling, pinpoint exact bottlenecks, and execute targeted architecture refactoring within an agreed scope—delivering concrete before-and-after numbers, not vague promises.
- How soon can we verify results?
- Initial diagnostics take 3 to 10 business days. Implementation timelines depend on scope, but every milestone is benchmarked against real-world P95/P99 latency metrics.
- How do we start?
- Share your current tech stack and primary system bottlenecks. We will evaluate technical fit, outline access requirements, or schedule a live Lab Walkthrough to demonstrate proof first.