Support & Optimization

Overview

Korvax provides ongoing AI support, AI maintenance services, and AI model optimization for businesses running AI in production. Whether we built the system or you did, our AI managed services keep it healthy, covering monitoring, retraining, prompt and model optimization, cost management, and continuous improvement.

This is for teams that have moved past the launch phase and are now running real AI workloads, and want them to keep performing as data, models, and conditions evolve.

What We Deliver

Our AI managed services are designed for production AI environments — not pilots.

We deliver:

What "Ongoing AI Support" Actually Covers

Production AI is a living system. Real support and optimization includes:

That’s what separates a launched AI system from a thriving one.

Use Cases

Post-Launch AI Stabilization

Stabilize a freshly launched AI deployment and tune for accuracy, cost, and reliability.

LLM Cost Optimization

Cut LLM API costs through better routing, caching, prompt design, and model selection.

Model Drift Recovery

Address declining accuracy in deployed ML models through retraining and evaluation.

Prompt & RAG Optimization

Continuously refine prompts, retrieval pipelines, and grounding for higher answer quality.

AI Managed Services

Full ops coverage for businesses without in-house AI engineering.

AI System Maintenance

Keep AI systems compliant, secure, and integrated as your stack and policies evolve.

How It Works

01 — Health Audit

We audit your live AI system — performance, cost, accuracy, security, and integration health.

02 — Optimization Plan

We deliver a prioritized optimization plan covering quality, cost, and reliability.

03 — Onboarding to AI Managed Services

We set up monitoring, alerting, dashboards, and SLA agreements.

04 — Ongoing Optimization Sprints

Regular cycles of model fine-tuning, prompt optimization, and infrastructure tuning.

05 — Roadmap Reviews

Quarterly business reviews to align AI optimization with business priorities.

Benefits

Why Korvax for AI Support and Optimization

Most agencies disappear after launch. Korvax sticks. We’re built for the long-term reality of running AI in production — where the work after deployment matters more than the work before.

Korvax delivers:

Start Optimizing Your AI

Let’s audit your AI deployment and design an ongoing support and optimization plan that keeps it performing.

Frequently asked questions

AI support services cover production monitoring, issue response, performance tuning, model optimization, and ongoing maintenance — keeping your AI running accurately and efficiently after launch.

AI maintenance services focus on keeping AI systems healthy. AI managed services are broader — covering full operational ownership including monitoring, optimization, support, and roadmap planning.

Yes. Korvax provides AI support and optimization for systems originally built by other partners or in-house teams. We start with a health audit and onboarding.

AI model optimization improves accuracy, latency, and cost through fine-tuning, prompt optimization, retrieval improvements, model selection, and infrastructure tuning.

Yes. Our LLM optimization services include prompt tuning, RAG optimization, model routing, caching, and cost reduction — typically delivering meaningful cost and quality gains.

Yes. Our AI managed services come with defined SLAs for response times, performance targets, and regular optimization sprints.