#275 How to Choose Between AI-Native Tools and Proven Finance Platforms, Gavin McGahey, CTO & Co-Founder, AccountsIQ
In this episode, host Kevin Appleby is joined by Gavin McGahey, CTO and Co‑Founder of AccountsIQ, to explore one of the most pressing questions facing finance leaders today: how to choose between shiny “AI‑native” tools and proven finance platforms. The conversation sets out why finance data, controls, and auditability demand a higher bar than generic AI adoption, and why CFOs cannot afford to gamble on tools that prioritise novelty over reliability.
Gavin traces the evolution of AccountsIQ from its origins in 2005 as an early web‑based accounting solution through to today’s environment of interoperability, APIs, and embedded AI. He explains how AI is already transforming finance operations, particularly through automation, document capture, and coding, while stressing that trust, transparency, and explainability must sit at the core of any finance AI strategy. Rather than chasing hype, he argues that finance leaders should look for platforms that build AI as an assistive, tightly‑scoped layer on top of robust, battle‑tested financial controls.
Across the discussion, listeners hear a pragmatic framework for evaluating AI in finance systems: can it be trusted, can users see what it is doing, and can auditors trace its outcomes? Gavin shares how AccountsIQ is using AI agents, machine learning and long‑standing technologies such as OCR to remove bottlenecks, from invoice coding to bank reconciliation, without undermining control or data privacy. The episode offers CFOs and finance leaders a grounded, practitioner’s view of how to balance innovation with reliability when selecting their next generation of finance technology.
Key topics covered:
- Gavin outlines the 20‑year journey of AccountsIQ from early “web‑based” accounting to a fully cloud, API‑driven platform serving modern finance teams.
- Gavin describes how AI and machine learning have already driven around 30% productivity gains in development and design workflows, accelerating both feature delivery and prototyping.
- Shadow AI and cautious CFO adoption: The discussion highlights the rise of shadow AI, staff using personal AI tools at work, and why CFOs are taking a measured, conservative approach to AI adoption in finance.
- Gavin explains why long‑standing finance systems with strong controls, security and compliance can be a safer bet than brand‑new “AI‑native” tools that may be inconsistent, opaque, or loose with data usage.
- AccountsIQ’s strategy focuses on tightly scoped, assistive AI agents that automate tasks such as invoice coding, expense processing and reconciliations, while keeping finance professionals firmly “in the loop”.
- Gavin closes with a simple evaluation lens for any finance AI solution: Can I trust it? Can I see what it’s doing? Can I audit the outcome?
Links
Timestamps:
- 00:03:06 – Discussion on interoperability, APIs, and the rise of connected finance stacks integrating expense tools, automation, and accounting platforms.
- 00:04:20 – Gavin reflects on AI as the biggest change of his 25‑year career, with examples of how tools like ChatGPT have transformed document creation and finance operations, and what Gartner data shows about a plateau in AI adoption.
- 00:07:34 – Deep dive into AccountsIQ’s assistive AI agents approach, focused on automating bottlenecks such as invoice coding, OCR‑based AP automation and bank reconciliation, rather than deploying uncontrolled chatbots over finance data.
- 00:10:10 – Core segment on AI‑native tools vs established platforms: Gavin explains why experience, financial controls, security, and predictable performance matter more than “AI‑washing” and why AccountsIQ doesn’t use customer finance data to train models.
- 00:14:37 – How regulation (e.g. EU AI Act), explainability, and audit trails are being baked into AI agents, and why transparency about how AI reaches its recommendations is critical in finance.
- 00:29:58 – The future role of finance teams: AI removing manual work, creating capacity rather than straightforward headcount cuts, and enabling more analytical, insight‑driven finance functions.
- 00:32:09 – Gavin’s closing advice to cautious CFOs: use the three‑question test—trust, visibility, and auditability, before committing to any AI‑driven finance solution.
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