AI Readiness Assessment

Find the gaps between your AI prototype and reliable production service.

Our AI Readiness Assessment identifies what an existing prototype still needs before further production investment. We asses the technology, controls and operating model required for secure, scalable and supportable use.

Microsoft Solutions Partner Data & AI Microsoft Solutions Partner Digital & App Innovation
This is for you if...

Your AI prototype works, but production readiness is still unclear

Our AI Readiness Assessment is designed for organisations with an existing AI prototype or pilot that has demonstrated potential but has not yet proved it can operate securely, reliably and at scale.

Colleagues reviewing AI readiness assessment work at a laptop
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From PoC to production

Start small, prove value, scale safely.

A product that demonstrates value and informs the next steps starts with an AI Readiness Assessment.

01

Prototype / PoC

Demonstrate that the intended use case is feasible.

02

Production Readiness Assessment

Identify architectural, security, operational and governance gaps.

03

Production delivery

Implement the required controls, integrations and target architecture.

04

Operate and improve

Establish ownership, support and ongoing optimisation.

The principle: The AI Readiness Assessment takes place once a prototype or pilot exists and before significant production investment.

Software engineer working on development at a computer
The gap between a PoC and a production

AI isn't the hard part - getting it to production is.

Our AI Readiness Assessment identifies the gaps between a working prototype and a secure, scalable and supportable production service.

Architecture and integration readiness

We review application architecture, workload separation, data flows, integrations and scaling requirements.

Security, data and AI controls

We assess identity and access, data handling, grounding, traceability and human oversight.

Operational readiness

We review monitoring, failure recovery, deployment, cost control, support and operational ownership.

Prioritised production roadmap

You receive a readiness baseline, risk-based gap analysis, and phased roadmap.

Discuss your AI architecture
Why choose Peruzzi?

Built for the difficult part of enterprise AI

You do not need another generic AI consultancy. You need a partner that can take responsibility for getting the system live - but that starts with an AI Readiness Assessment.

People reviewing an AI prototype interface on a tablet

Azure-native

Built inside your existing Microsoft ecosystem.

Production focused

Designed for real users, operation and support.

No knowledge lock-in

Documentation, runbooks and knowledge transfer included.

Human controlled

AI assists while accountable decisions stay with people.

A clear first step

From opportunity to production

Start with a defined scope, known entry point and an explicit decision at the end.

AI prototype to production

From £19,500

We are not any other AI consultancy. We help you move your AI prototype to production with confidence.

✓ Microsoft Azure-native identity and permissions

✓ Human-in-the-loop workflows

✓ Logs, alerts and escalation processes

✓ Documentation and knowledge transfer

AI Pilot or PoC

From £19,500

Validate one workflow against agreed technical and business success criteria.

✓ One measurable KPI

✓ Governance and compliance controls

✓ Human review where required

✓ Defined go / no-go production decision

FAQ

What is an AI Assessment?

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An AI Assessment evaulates evaluates an existing AI prototype against its intended production use case. It identifies gaps across architecture, data, security, integrations, scalability, deployment, monitoring, recovery, cost control and operational ownership. The outcome is a prioritised route toward a reliable production service.

What's the difference between an AI Readiness Assessment and AI Strategy Assessment?

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An AI Strategy Assessment helps an organisation decide where and how to use AI. An AI Production Readiness Assessment starts with an existing prototype or pilot and determines what it still needs before further production investment.

How long does an AI Readiness Assessment take?

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Most assessments are completed within 2-4 weeks, depending on the complexity of your organisation and the number of business domains reviewed.

Will we receive a roadmap?

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Yes. As part of the AI Readiness Assessment, you receive a phased production roadmap covering identified risks, immediate blockers, target-state recommendations, dependencies and subsequent implementation stages.

Evaluate your AI readiness now. An AI Readiness Assessment gives your organisation the clarity to prioritise opportunities, reduce delivery risk, and build an AI roadmap grounded in measurable business value.

Book a discovery call