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Build or Buy: A Finance Leader's Guide to AI Adoption

AI tools have made it easier than ever to build financial planning solutions in-house – but building is not the same as owning.

Build or Buy: A Finance Leader's Guide to AI Adoption

With 91% of finance AI pilots delivering low or moderate impact, the real challenge isn't speed to prototype; it's governance, security, and long-term total cost of ownership. This guide provides a framework for evaluating the build vs. buy decision based on where your organisation actually stands today.

Learn how to:

  • Distinguish between rules-based automation, predictive AI, generative AI, and agentic AI — and match each to the right finance use case.
  • Map your organisation to four stages of the Delegation Era, from clean data foundation through autonomous processes.
  • Evaluate five signals – technical capacity, finance willingness, time to value, growth trajectory, and audit posture – that determine whether building or buying makes sense.
  • Assess data security and model risk before connecting AI to financial data.
  • Compare five market options on a spectrum from full homegrown build to purpose-built CPM platform.
  • AI lowers the cost of building, but it doesn't change what it means to own it. Read the guide to make a confident, risk-adjusted decision about your finance team's AI path forward.
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