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Choosing a Custom AI Development Partner for a Growth-Stage Company

Choosing a Custom AI Development Partner for a Growth-Stage Company

Choosing a Custom AI Development Partner for a Growth-Stage CompanyDrew Donaldson
Published on: 14/08/2026

Choosing a custom AI development company at growth stage: the four partner archetypes compared, 2026 rates, and the 30/90 day test that predicts delivery.

Buy vs Buildcustom AI development company2026growth-stage companiesAI partner selection
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
The Real Cost of a 'Free' AI Feature Bundled Into Software You Already Own

The Real Cost of a 'Free' AI Feature Bundled Into Software You Already Own

The Real Cost of a 'Free' AI Feature Bundled Into Software You Already OwnDrew Donaldson
Published on: 28/07/2026

Bundled AI is rarely free. A total cost of ownership breakdown of built-in AI features: data exposure, vendor lock-in, opportunity cost, and when free is genuinely right.

Buy Vs Build - AI Implementations & IntegrationsAI feature total cost of ownership2026AI for consultants and growth-stage teamsvendor lock-in
The Best Way to Vet an AI Implementation Partner: A Buyer's Checklist

The Best Way to Vet an AI Implementation Partner: A Buyer's Checklist

The Best Way to Vet an AI Implementation Partner: A Buyer's ChecklistDrew Donaldson
Published on: 13/07/2026

A vendor-neutral checklist for choosing an AI implementation partner: what to ask, what to put in the SOW, and the red flags that predict a stalled pilot.

Buy Vs Buildai implementation partner2026independent consultants & growth-stage techvendor evaluation checklist