Business

Build vs Buy (AI)

Definition

The strategic decision of whether to develop bespoke AI models and infrastructure in-house or procure commercial AI products and APIs. The decision hinges on competitive differentiation, data sensitivity, required customisation, cost, speed to value, and in-house talent availability.

Verwandte Begriffe

AI Vendor Selection

The process of evaluating and choosing AI technology vendors across dimensions including capability fit, security posture, data handling practices, EU AI Act compliance readiness, pricing, and vendor lock-in risk. Rigorous vendor selection prevents costly replacement cycles.

AI Due Diligence

A thorough assessment of an AI system or AI-enabled company's technical claims, data practices, compliance posture, model performance, and operational risks—typically conducted in M&A, procurement, or partnership contexts. AI due diligence is a growing practice as AI becomes a critical business asset.

AI Strategy

A comprehensive plan for how an organisation will adopt, develop, and deploy AI to achieve business objectives—encompassing use-case prioritisation, build-vs-buy decisions, data infrastructure, talent, governance, and compliance. An effective AI strategy aligns technology investment with measurable business outcomes.

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