Sold by: Nuvrix Pty Ltd
Nuvrix AI Production Readiness Assessment scores your AI system against the criteria that separate a working pilot from a production-grade deployment - evals, observability, cost governance, security, and rollback. You get a scored assessment and a prioritised remediation plan before you commit to a full production build.
Overview
Overview The Nuvrix AI Production Readiness Assessment is a fixed-scope engagement that determines whether your AI system is ready for production and what it will take to get it there. It covers the five areas where most AI pilots stall: evaluation frameworks, observability, cost governance, security controls, and rollback capability.
What we assess We review your AI system against our production readiness checklist across five areas. Evals: do you have an evaluation framework that catches regressions before they reach users? Observability: can you see what your model is doing, what it costs, and where it fails? Cost governance: is token spend attributed, monitored, and bounded? Security: are guardrails configured, inputs validated, and outputs monitored for policy violations? Rollback: if the model behaves unexpectedly in production, can you roll back without a rebuild?
What you receive
- Scored assessment across all five readiness areas
- Gap analysis with current state rating per area
- Prioritised remediation plan with effort estimates
- Recommendations on which AWS-native controls address each gap
- Executive summary suitable for a go or no-go production decision
- Findings session with your AI engineering and product leads
Who it's for Organisations with an AI pilot or proof of concept on AWS that are considering a move to production. Particularly suited to teams that have built something that works in demos but haven't validated whether it holds up under real load, real users, and real edge cases. This assessment gates the AI Pilot to Production Build, we do not recommend starting a production build without it.
How it works The engagement runs over two weeks. We review your existing AI system, documentation, and infrastructure using read-only access, work through the readiness checklist with your technical leads, and produce a scored assessment with a remediation plan. The engagement closes with a findings session and a clear view of what production readiness requires.
Highlights
- Scored across five readiness areas - evals, observability, cost governance, security, and rollback assessed and scored so you know exactly where your AI system stands before committing to production.
- Go or no-go before you commit - executive summary framed as a production decision so your leadership team has the evidence they need to approve or pause a production build.
- Gates the production build - this assessment runs before the AI Pilot to Production Build so scope, gaps, and remediation are agreed before build work starts. No surprises mid-build.
Details
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Support
Vendor support
For questions about this engagement, contact the Nuvrix team directly. Email: hello@nuvrix.ai Website: nuvrix.ai/services/