The Automat

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The Build-Buy Decision Changes After You Sign: The Maintenance Reality

The Build-Buy Decision Changes After You Sign: The Maintenance Reality

The Build-Buy Decision Changes After You Sign: The Maintenance RealityDrew Donaldson
Published on: 06/08/2026

AI software maintenance cost is the line item build-vs-buy analyses forget: 15% to 30% of build cost per year, pushing total cost of ownership to 1.4 to 2x. How to price it in before you sign.

AI maintenance costbuild vs buytotal cost of ownershipmodel driftMLOpsAI implementation
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Build, Buy, or Both: A Cost-of-Ownership Way to Decide on AI Software

Build, Buy, or Both: A Cost-of-Ownership Way to Decide on AI Software

Build, Buy, or Both: A Cost-of-Ownership Way to Decide on AI SoftwareDrew Donaldson
Published on: 10/06/2026

Build vs buy AI software is a capital-allocation call, not a feature checklist. Here is the cost-of-ownership math, the failure data, and a one-afternoon scoring rubric.

Buy Vs Build — AI Implementations & Integrationsbuild vs buy AI softwaretotal cost of ownership2026ops-heavy mid-market
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