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How to get your SaaS recommended by ChatGPT and other AI search tools
AI search tools pick sources they can reach, read and trust. This guide covers what the vendors say, what you can control, and how to check your progress.
How to add AI to existing SaaS without a rebuild
You can ship a useful AI feature on the stack you already run. This guide walks through choosing the feature, building it, testing it and measuring whether customers use it.
Should you hire an AI consultant vs hire an AI engineer
A consultant helps you decide what to build. An engineer builds it. This guide shows which one a software company needs first, and how to get both without wasting a quarter.
AI strategy for SaaS companies and how to build a 6 to 12 month roadmap
A good AI strategy is a short, ranked list of work with owners and metrics. This guide shows how to build one for the next 6 to 12 months.
The cost to add AI features to SaaS, broken down
AI features cost more than the model bill. This guide splits the total into 4 parts, gives typical market ranges, and works through a hypothetical example.
Fractional CTO vs full-time CTO and when to switch
A fractional CTO gives you senior technical leadership for a few hours a week. A full-time CTO gives you all of their time. Here is how cost and scope compare, and how to tell when it is time to switch.
Chief AI officer vs CTO and what each role owns
The chief technology officer owns how your product is built. A chief AI officer owns where AI fits. Here is how the two roles split, where they overlap, and why small teams rarely need both full time.
Claude Code vs Cursor for teams and how to choose
A fair comparison for engineering leads at software companies of 5 to 500 people. Both tools are good. They start from different places.
Fractional CTO vs agency and how to pick the right one for your startup
A fractional CTO owns your technical decisions. A development agency builds what you ask for. Here is how to tell which one you need, and how to use both.
Fractional CTO vs AI consultant and which one your software company needs
A fractional CTO owns all of your technology. An AI consultant helps with AI. Here is how to tell which gap you have, and when one person can fill both.
An AI adoption maturity model in 5 stages
Most companies are further along on AI in engineering than anywhere else. This model shows the five stages from scattered personal use to shared, measured infrastructure, and how to move up one stage at a time.
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