Recruitment, legal, and estate agency have all had the same pitch made to them over the last couple of years. An AI tool that can screen candidates, draft contracts, or answer client enquiries, trained on a vast amount of general data and ready to plug straight into your business. Some of it is genuinely useful. Much of it is a generic tool dressed up for your sector, built for nobody in particular and expected to work everywhere at once.
That distinction is worth taking seriously, because the question is not whether AI has a place in people services. It clearly does. The better question is whether a general purpose AI tool actually understands your process, your compliance obligations, and the specific way your business runs, or whether it is simply producing something that sounds right without being reliably correct.
Where generic AI struggles
General purpose AI is built to be broadly capable, which is exactly what makes it impressive in a demonstration and inconsistent in daily use. A tool that can hold a fluent conversation about a legal enquiry is not the same as a system that actually knows your firm’s intake process, your specific matter types, or the compliance checks a new instruction has to pass before it moves forward. Ask it to do something specific, repeatable, and rule bound, and it will often produce something plausible rather than something correct.
People services cannot run on plausible. A candidate screened against the wrong criteria wastes a consultant’s time and a client’s patience. A client onboarding process that misses a compliance step creates real risk, not a minor inconvenience. A property enquiry answered with the wrong information damages trust before a relationship has even started. This is where generic AI tends to fall short, not because the technology itself is weak, but because it was never built around your specific systems, your specific rules, or the particular edge cases your business deals with every day.
What automation does differently
Automation, built properly, starts from the opposite direction. Instead of asking a general purpose tool to guess its way through your process, it is built around exactly how your business already works, using the systems you already have. It follows the rules and compliance requirements you set, handles the exceptions you define, and performs the same repeatable task correctly every time, whether that is screening an application, progressing a matter through its required stages, or qualifying a property enquiry.
Drowning in manual, repetitive work? Tell us the task and we’ll show you what to automate.
This is not a rejection of AI. bots for that uses AI throughout the automations we build, from language processing that reads and screens an application to models that help match candidates or qualify enquiries. The difference is that AI sits inside a system designed specifically for your operation, rather than being handed your process and asked to work it out on its own. It is the difference between a tool that sounds intelligent and one that is reliably useful.
Reliability is the whole point
Nobody in recruitment, legal, or estate agency has the appetite to double check a clever tool that gets it right most of the time. Most of the time is not good enough when a compliance step is missed or a strong candidate is screened out incorrectly. What these businesses actually need is quiet reliability, automation that handles the repeatable work correctly in the background so consultants, fee earners, and agents can focus on the judgement calls and relationships that genuinely need a person.
That is the difference worth understanding before investing in either. Generic AI can be a genuinely impressive demonstration. Tailored automation is the thing that is still working correctly three months after it went live.
If you are weighing up AI tools against something built specifically around your process, it is worth having that conversation before you commit either way. Get in touch with the team at bots for that to talk through what would actually work for your business.
