What can AI do in a small recruitment agency?
AI in a small agency handles the reading and record-keeping around each vacancy, such as sorting applications, tidying the candidate database, drafting adverts and chasing updates. The consultant keeps the judgement, which means who goes to the client and why.
The regulator has looked closely at this area. The ICO audited developers of AI recruitment tools and made almost 300 recommendations, so a tool bought without questions is a risk to the agency, not only to the supplier.
How many hours does reading applications cost a small agency?
Work it out with your own numbers before buying anything. Here is the sum for an agency of four consultants, using example figures you should replace with yours.
- New vacancies per consultant per month: 6
- Applications per vacancy: 50
- Minutes to read, compare with the spec and log each one: 2
That is 6 × 50 × 2 = 600 minutes, or 10 hours per consultant each month. Across four consultants and 12 months that is 480 hours a year. At a loaded cost of £35 an hour, the reading costs £16,800 a year.
AI sorts the applications against the spec. If the consultant then reads only the shortlist and the maybes, and that halves the reading, the same year costs about £8,400. The saved hours go on candidate calls and client business development, which is where placements come from.
The sum also shows where AI does not pay. An agency filling 3 vacancies a month with 15 applications each saves under 20 hours a year, and the tool would cost more than the time.
What does the ICO say a person must still do?
A person keeps the decision, because the ICO found tools doing things an agency cannot defend. Its audit found some tools let recruiters filter out candidates with certain protected characteristics. It also found tools that collected far more data than needed and kept it indefinitely to build databases.
The ICO’s questions for anyone buying a tool are a useful checklist:
- Have you completed a data protection impact assessment, ideally at procurement?
- What is your lawful basis for processing candidates’ information?
- Who is controller and who is processor, and is that written in the contract?
- Has the provider checked the tool for bias, and can they show you?
- Do candidates know how the tool uses their information?
- Does the tool collect only the minimum personal information it needs?
Those six come from the ICO’s own key considerations for organisations using AI to assist recruitment. Ask the supplier for written answers before you sign.
How long can an agency keep candidate records?
The Conduct of Employment Agencies and Employment Businesses Regulations 2003 set a minimum, not a maximum. Regulation 29 says records must be kept for at least one year from their creation. Work-seeker and hirer particulars must be kept for at least one year after the agency last provided services to that person.
Data protection law adds the other side. You may keep personal data only as long as you have a reason, so a candidate database that grows forever needs a written retention period. An AI tool that cleans records helps only if you tell it your rule, and Bedrock AI’s view is that the retention rule should be written before the tool is switched on.
What is the decision rule for a small agency?
Fix the job with the most hours first, and check the system you already pay for before you buy a new tool. The reading of applications is usually the biggest block, and it is also the step the ICO’s questions apply to most directly.
Our workflow scoring method ranks your jobs for you. Before any CV goes near a chatbot, check the settings that keep it out of model training. Then use the ROI calculator to test whether the saving covers the cost.