Questions? Email us at hello@gonova.one
GNGoNovaAIAutomation & Infra
For product-led SaaS & platform teams

Production-ready AI infrastructure without adding headcount.

We build and run the stack behind your AI features—from routing logic and testing to cost controls—so your team can focus on the product.

Latency improvement

-34%

Median response time after smarter routing and caching.

Inference savings

30-50%

Spend reduced using model routing, caching, and lighter prompts.

Release cadence

Weekly

Safe-release pipelines keep new AI features shipping every week.

Schedule an infra consultationExplore capabilities

Deliverables

These are common building blocks we start from—every automation pack is co-designed around your workflows, data, and brand voice.

  • Custom fault-tolerant agents tailored to product workflows
  • LLM cost optimizer with routing, caching, and usage controls
  • Autoscaling GPU clusters with CI/CD pipelines for AI features
  • Unified observability: latency, satisfaction, and per-seat ROI

Need something bespoke? Email us and we'll scope a custom automation sprint.

What we build with your team

Our embedded team builds each part with you, testing together and keeping a simple sign-off process at every step.

Smart routing & cost controls

Balance quality and spend with routing, caching, and fallbacks tuned to your product goals.

  • Routes requests between models like vLLM, Mistral, and OpenAI based on rules you control
  • Lightens prompts and manages tokens to avoid surprise bills
  • Shows spend, latency, and errors in one live dashboard

Eval & safety automation

Ship faster without breaking trust using automated tests and reviews before every release.

  • Runs test scenarios for quality, safety, and fairness
  • Includes human review steps for higher-risk answers
  • Watches for drift and alerts your team when something looks off

Scalable deployment foundation

We provision and run your GPU or inference setup with simple, repeatable deploys.

  • Autoscaling GPU clusters or managed endpoints ready for production
  • Feature flags and gradual rollouts to lower launch risk
  • Clear playbooks and templates so your team can take the wheel when ready

Why product & platform teams partner with GoNovaAI

  • Experienced architects who have shipped AI features at scale
  • Shared dashboards so product, finance, and engineering see the same numbers
  • Flexible setup — we can run the stack or train your engineers to own it
Ready to begin?

We'll review your stack and highlight savings on the first call.

Schedule an infra consultationhello@gonova.one