Set Your AI Journey Up for Success
A two-week diagnostic scoring your data, pipelines, governance and team skills against the NIST AI RMF — so you know where to invest first
AI Readiness & Data-Quality Audit
In the rush to embrace AI, many organisations overlook a critical truth: if your data foundations are shaky, AI will only amplify the cracks. In fact, a 2024 survey found only 26% of enterprises feel "very prepared" to implement AI at scale. Our AI Readiness & Data-Quality Audit addresses this head-on by diagnosing your data ecosystem end-to-end. We help you avoid the classic "garbage in, garbage out" scenario where fragmented, low-quality data leads to misguided AI outcomes. By scoring your data readiness and fixing gaps, we ensure AI becomes a growth multiplier rather than a costly misstep.
Why AI Readiness Matters
Strong Foundations Prevent AI Failure
Without clean, consistent data, even the best AI will "steer you in the wrong direction," wasting budget and eroding trust. A thorough audit reveals duplicates, silos, and errors that could undermine your AI projects before they start.
Most Firms Aren't Fully Prepared
Studies show a major readiness gap, with 60% of organisations citing lack of quality data or skills as a barrier to AI success. Our audit gives you a clear, objective scorecard of where you stand, so you can close these gaps and join the prepared 26%.
Faster ROI on Future AI Initiatives
"Model-ready" data accelerates every subsequent AI project. Fixing data quality and pipeline issues now can significantly boost the ROI of your AI investments by enabling more accurate models and insights. In short, better data today means better AI outcomes tomorrow.
360 Degree Audit
Our Data-Quality Audit is a 360° diagnostic of your organisation's data readiness for AI. We inspect your data sources, pipelines, governance practices, and even team skill sets. The process profiles key metrics, including completeness, consistency, accuracy, and accessibility of your data, to identify weaknesses. We'll map out technical debt in your data architecture and quantify the business impact of addressing each issue (e.g. what errors or delays are costing you in lost opportunities). Crucially, we don't just hand you a report and leave you guessing.
Your investment needs to make sense
ROI Impact Calculator: We project how closing data gaps will speed up model development and improve outcomes. You'll understand the dollars-and-cents value of turning "garbage data" into gold. For example, we might show how reducing duplicate customer records could directly lift marketing AI accuracy (and revenue) by X%, illustrating the payoff of cleanup.
Execution & Optimisation
Throughout the audit, we use proven techniques and tools. We'll evaluate your databases for duplicates, null values and inconsistencies (because "garbage in = garbage out"). We assess data governance policies against best practices to ensure compliance and security. And we gauge your team's data literacy, since technology alone won't solve problems if people lack training.
Why Partner with Chase & Marshal for AI Readiness
Objective & Comprehensive
We're vendor-agnostic and unbiased. Our audit isn't a thinly veiled software pitch, it's a genuine, comprehensive health check of your data readiness. We benchmark you against industry standards and global best practices, tailoring recommendations to your size and sector.
Business-Focused Outcomes
Chase & Marshal goes beyond IT metrics. We tie data issues to business outcomes (like how data latency affects customer churn) and give you actionable fixes. This pragmatic approach means our recommendations are grounded in real ROI, not academic ideals.
Local Expertise, Global Insight
Based in New Zealand, we understand the local market context and compliance obligations (e.g. NZ Privacy Act data principles). At the same time, we draw on global AI trends and frameworks to future-proof your strategy. You get the best of both worlds, advice that's internationally informed yet locally relevant.
Fast Turnaround, Lasting Value
In a matter of weeks, you'll have a clear path forward. Our colour-coded report and roadmap make it easy for your team to take action. And we're here to support you through those 90 days, ensuring quick wins that build momentum. By partnering with us on a Readiness Audit, you set your AI journey up for success from day one.
Is Your Organisation Ready for AI?
Before investing in AI initiatives, organisations need to understand where they stand today. Our AI Readiness Assessment provides a clear-eyed view of your capabilities across people, process, data, and technology, revealing both opportunities and obstacles.
The result is a prioritised roadmap that ensures your AI investments deliver real business value, not just technical experiments.
Our Readiness Services
Comprehensive assessments to prepare your organisation for successful AI adoption.
Readiness Assessment
Comprehensive evaluation of your organisation's current AI capabilities and gaps.
Data Audit
Review your data quality, accessibility, and governance for AI readiness.
Skills Gap Analysis
Identify talent needs and training requirements for AI adoption success.
Infrastructure Review
Assess your technical infrastructure's ability to support AI workloads.
Use Case Prioritisation
Identify and rank AI opportunities by impact, feasibility, and strategic fit.
Roadmap Development
Create a phased implementation plan tailored to your organisation's maturity.
Our Assessment Approach
A structured methodology that delivers actionable insights.
Discover
We conduct interviews, surveys, and technical reviews across your organisation.
Diagnose
We analyse findings to identify strengths, gaps, and priorities.
Design
We create a tailored roadmap with quick wins and long-term milestones.
Deliver
We present actionable recommendations with clear next steps.
Why Assess Before You Invest
Organisations that assess their readiness before launching AI initiatives see significantly better outcomes. Here's what you gain:
Related Services
Artificial Intelligence
Harness AI to transform your business operations and decision-making
AI Governance
Implement responsible AI frameworks and compliance strategies
AI Enablement
Equip your team with AI tools and capabilities for success
Digital Transformation
Modernize your operations with cutting-edge technology
AI Agent Building
Learn to build and deploy intelligent AI agents for your business
Custom AI Workshop
Tailored AI training for your team's specific needs