Editorial
Buyer's guides
Practical, no-fluff guides for evaluating AI development shops and AI developers for hire — written for the person who has to make the call.
OCTOBER 12, 2026 · 4 MIN
AI Dev Shops by Region and Size: How to Read the Shortlist
Where an AI dev shop is based and how big it is shape how the work runs. Eight real listings, grouped by region and size, with the questions to ask each.
OCTOBER 2, 2026 · 2 MIN
Project-Based AI Development: Scoping a Build With a Defined End
How project-based AI engagements work, when they fit, how to scope them, and what to check before you hire a shop for a fixed build.
OCTOBER 2, 2026 · 3 MIN
Dedicated Team AI Development: How It Works and When to Use It
What a dedicated AI development team is, how it differs from project work and staff augmentation, and what to confirm before you sign.
OCTOBER 2, 2026 · 2 MIN
AI Staff Augmentation: Adding Engineers to Your Existing Team
How AI staff augmentation works, when it beats project or dedicated team models, and how to vet and onboard augmented engineers.
SEPTEMBER 7, 2026 · 7 MIN
How to Choose an AI Dev Shop
The definition of a dev shop (what it means, how it differs from a consultancy), plus what to check before you hire one to build your AI product.
SEPTEMBER 5, 2026 · 5 MIN
Hire AI Developers: How to Pick the Right Team in 2026
How to hire AI developers who ship code, not slide decks — how staffing shops differ from advisory firms, and who to shortlist.
SEPTEMBER 5, 2026 · 6 MIN
AI Development Services: What's Included and How to Scope One (2026)
What AI development services actually include, how it differs from staff augmentation, and how to scope one — plus 10 companies that offer it.
SEPTEMBER 5, 2026 · 7 MIN
AI Development Companies: How to Evaluate One, and 16 to Consider (2026)
How to evaluate an AI development company, the red flags to avoid, and 16 verified companies compared by specialty, region, and size.
SEPTEMBER 2, 2026 · 5 MIN
AI Development Services: What Is Actually in the Statement of Work
A line-by-line guide to what should be in an AI development statement of work, so you know what you're actually buying before you sign.