Data & AI

AI Proof of Concept

This package turns a prioritised AI opportunity into a working prototype or technical validation. It proves feasibility, tests performance against defined metrics, and surfaces real-world constraints across data, integration, governance and operations.
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Validate technical feasibility of a selected AI use case

Confirm the solution works technically within your existing systems and data constraints.

Identify integration, data and governance constraints

Surface technical gaps, data limitations and compliance risks early.

Provide a clear recommendation: scale, iterate or stop

Deliver an evidence-based decision on next steps and investment confidence.
Dashboard mockup

Did you know...

54%
of AI projects move from pilot to production, meaning nearly half stall before scaling accoring to the IBM Global AI Adoption Index
>60%
of organisations cite data readiness as the primary barrier to AI scaling as per Gartner AI and Data & Analytics research.
1.5x
more likely to realise measurable ROI when companies rigorously test AI use cases before scaling based on a McKinsey & Company Global AI Survey.
70%
of digital transformation initiatives fail due to lack of validation and execution discipline as detailed by Boston Consulting Group transformation research.

Get in touch

Connect with our experts to understand how Ippon Australia can assist you test value, understand technical viability and assess risk.
Conor Silke
Business Development
(Public Sector)
csilke@ippon.tech
Odhran O'Brien
Business Development
(Enterprise)
odhran@ippon.tech
Raja Jani
Chief Data Officer
rjani@ippon.tech

Validate one priority AI use case in a controlled, measurable environment before committing to full-scale investment.

AI ideas are easy. Deployable, scalable AI is not. A PoC allows you to test value, technical viability and risk in weeks, not months, before committing significant budget or organisational change.
Validate technical feasibility of a selected AI use case
Test performance against defined success metrics
Identify integration, data and governance constraints
Provide a clear recommendation: scale, iterate or stop

3 Week Timeline

Week 1: Scope & Design

  • Confirm single priority use case
  • Define success metrics and measurable outcomes
  • Identify required datasets and access
  • Architecture and integration planning
  • Risk and compliance checkpoint

Week 2: Build & Configure

  • Data preparation and conditioning
  • Model selection, configuration or prompt engineering
  • Rapid prototype or lightweight integration build
  • Internal testing and iteration

Week 3: Test, Evaluate & Recommend

  • Run structured test scenarios
  • Measure performance against agreed KPIs
  • Assess scalability and operational implications
  • Define cost and infrastructure requirements
  • Proof of concept and MVP recommendation
Pricing

Packages that fit your scale

Ippon offers packages as a fixed timeframe and cost as well as tailored solutions to suit your needs.

Innovate

3 Week
Rapid Proof of Concept
$55k
excluding GST
Get started
3 Weeks
Clear feasibility validation
Identified technical and data gaps
Defined path to pilot or production
Reduced investment risk

Accelerate

Popular
AI Readiness Assessment & Proof of Concept Package
$92k
excluding GST
Get started
6 Weeks
Current state evaluation
Strategy Development
Roadmap Development
Proof of Concept

Scale

For enterprise businesses who require a more tailored solution.
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Obligation free call
Book a call
Initial Discovery Call
In Depth Deep Dive
Proposal & Business Case Assistance
Proposal Sign Off
Kick Off