Buyer's guide
The field has filled up fast and most of it sells the word AI, not working software. Here is what good looks like, the proof to demand, how pricing and ownership should work, and why engineer-led beats a billable-hours machine.
Verdict
For an AI build the decisive question is what you walk away owning. The best company hands you the code and the accounts it runs on the day it ships, with no lock-in, so you can run it, hand it to your own team, or move it whenever you like. The common trap is the opposite: a vendor who hosts and holds everything, so the software works but you can never leave without rebuilding it from scratch. Lead with ownership and a lot of the field disqualifies itself.
The other tests support it. You do not need a firm that trains its own models, the frontier ones are a commodity you rent, already astonishing: AI now resolves over 70% of verified real-world software bugs (SWE-bench Verified). What you need is a company that aims them precisely, engineers a reliable system around them, quotes a fixed price in rand and then gives you the keys. With 95% of enterprise AI pilots showing no measurable return (MIT, 2025), an asset you own beats a subscription you are trapped in.
The market has crowded fast, and a lot of the pitches look alike. The word AI no longer separates anyone, so the matrix below does the work, and it is ordered around ownership, because that is where a build either becomes your asset or someone else's leash.
Hold every company you consider against all of them. The thread running through them is simple: a real builder hands you something you keep, a reseller rents you access you can lose.
Ownership
What good looks like
You get the code and the accounts on day one, with no lock-in.
Red flag
They host and hold it, so leaving means rebuilding from scratch.
Clean exit
What good looks like
Documented handover, your repos, your keys, your hosting.
Red flag
Source you never see and credentials they will not share.
Proof
What good looks like
Software they built, running in production, that you can open and use.
Red flag
A logo wall, a case-study PDF, and a slide deck.
Approach
What good looks like
Aims existing frontier models at your problem and ships the system around them.
Red flag
Sells costly custom-model training you do not need.
Pricing
What good looks like
A fixed price in rand for a defined outcome.
Red flag
An open-ended retainer, or a paid discovery phase first.
Get the ownership question answered before you sign. Whose repositories is the code in, whose name is on the accounts, and what does the handover look like the day we are done. A build you cannot take with you is not yours, however well it runs. We hand over the keys on purpose, because software you own is an asset and software you rent is a liability with a monthly invoice.
Adam Sacharowitz, Co-founder and AI engineer
Work these five into the first call. The answers tell you whether you end up owning an asset or renting access you can lose.
The builds on our Work page are handed-over systems, not slides. We built a diamond wholesaler its own internal operating system, the software the business runs on day to day, and a schema-first online store that sits on a supplier API and stays in sync with it. In both cases the client owns the code and the accounts: no model we trained, just existing frontier models aimed at a real problem with the engineering around them that makes the result reliable.
The terms are always the same. A fixed price in rand for a defined outcome, the keys yours the day it ships, no lock-in. The founders do the engineering and the work is public, so open it and use it before taking our word for it, and hold every company you talk to, ZAIQ included, to the ownership standard.
Most AI builds work for a while. The difference shows up later, when you want to change something, bring it in-house, or stop paying the people who built it. If you own the code and the accounts, all three are routine. If the vendor hosts and holds everything, all three mean starting over. That is why ownership is not a line item to negotiate at the end, it is the thing that decides whether the build was worth it.
A company where the engineers own the build end to end can hand it over cleanly, because nothing is buried in an account manager's inbox or an offshore team's repo. The South African field is genuinely crowded and some of the other companies are good, so ask the ownership question and judge the answer yourself. See the full range in capabilities and the discipline behind it in AI engineering.
It builds software that uses AI to solve a business problem: automations, agents, custom tools, dashboards, AI-search visibility. The good ones aim frontier models at your problem and ship production software, rather than training models from scratch, which almost no business needs.
Ask who ends up owning what they build. A reseller puts you on someone else's platform behind a login, so you rent access and own nothing; a real builder writes the software and hands you the code and the accounts. If the answer to who keeps the keys is not you, keep looking.
You should own it outright. With a good company the code sits in your repositories and the accounts are in your name on the day it ships, with no lock-in, so you can run it, bring it in-house or move providers whenever you like. A vendor who hosts and holds everything, so you cannot leave without rebuilding from scratch, is the single most common way to get trapped. Make ownership and a clean handover part of the deal up front.
Insist on a fixed price in rand for a defined outcome, and confirm you own the code and the accounts with no lock-in. Open-ended retainers and vendors who keep the keys are the two most common ways to overpay.
A well-scoped first build should ship in days to a few weeks, not quarters. AI-accelerated development moves fast; if every problem becomes a months-long project, the scope or the team is wrong.
Almost never. The frontier models are a commodity you rent. The skill, and the value, is aiming them precisely and engineering a reliable system around them. Be wary of anyone selling expensive custom-model work you do not need.
Want a build you actually own?
Bring ZAIQ the problem. We will scope it, quote a fixed price in rand, and hand you the code and the accounts the day it ships.
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