Answers for teams evaluating an AI development partner
Straight answers to the questions people actually ask before hiring an AI development agency, a custom software team, or a mobile app studio — costs, comparisons, and how-tos, no fluff.
Basics
What is an AI development agency?
An AI development agency builds LLM pipelines, agentic workflows, and AI features into existing products. Here is what the work actually covers.
Read the guideWhat is custom software development (and when do you need it)?
Custom software development builds an app from scratch for your exact workflow. See what it covers, when you need it, and how it compares to off-the-shelf tools.
Read the guideComparisons
AI development agency vs. freelance developer — which should you choose?
A fair, factor-by-factor comparison of AI development agencies and freelance developers — cost, speed, backup depth, and accountability — to help you pick the right fit.
Read the guideCustom software development vs. no-code platforms — which is right for your business?
No-code is faster and cheaper for simple workflows; custom software wins on complex logic, scale, and data ownership. A fair, side-by-side comparison.
Read the guideIn-house team vs. outsourced development agency — cost and speed compared
Compare in-house hiring vs. an outsourced agency on cost, hiring speed, ramp-up time, and ownership risk — a fair, dimension-by-dimension breakdown.
Read the guideBuyer's guide
How much does it cost to build a mobile app?
Mobile app costs range from roughly $15K for a simple MVP to $150K+ for multi-platform apps with AI features. See what drives the price and how to get an accurate estimate.
Read the guideHow much does it cost to build a custom CRM or client dashboard?
Real cost drivers behind custom CRM and client dashboards — tenant isolation, integrations, reporting — plus typical ranges by project type and use case.
Read the guideHow to choose an AI development agency
A vendor-neutral checklist for evaluating AI development agencies: portfolio, team structure, pricing, security, and support, before you sign a contract.
Read the guideHow-to
How to add AI features to your existing app
A practical guide to adding AI to an existing app: pick one use case, choose the right model, keep a human in the loop, and measure cost from day one.
Read the guideHow to launch a subscription app with in-app purchases
A step-by-step guide to launching a subscription app: pricing strategy, StoreKit/Play Billing, server-side entitlement checks, sandbox testing, and store review.
Read the guideHave a project in mind?
Tell us what you're building. We'll scope it honestly and tell you what it actually takes.
Start a project