TL;DR: An AI recruiting platform uses artificial intelligence to automate tasks that used to take recruiters hours — phone screening, interview scheduling, compliance checks, candidate communication. In care specifically, a good AI platform should cut time-to-screen from 9 days to under 1, respond to 90%+ of applicants, and keep a CQC-ready audit trail of every decision.

Defining the term

"AI recruiting platform" is currently used to mean three very different things. Before you buy, know which one you're looking at.

Type 1 — CV parser with AI label. Ranks CVs against a job description using simple keyword matching or a lightweight LLM. Marginal improvement over manual review. Most legacy ATS vendors now claim this.

Type 2 — AI assistant bolted to existing software. Adds a chatbot to the careers page. Sometimes drafts outreach emails. Handy, not transformative.

Type 3 — End-to-end AI recruiter. Calls applicants, runs structured interviews, books follow-ups, handles compliance, generates a shortlist. This is the category Lily sits in.

When someone says "AI recruiting platform," ask them which type. The value is almost entirely in Type 3.

What a full AI recruiting platform does

A well-built AI platform should cover:

Sourcing and application intake — pull applications from every job board into one inbox.
AI phone screening — call every applicant within hours, ask the same structured questions, score consistently.
Scheduling — book interviews around the manager's rota and the candidate's availability, without email tennis.
Compliance automation — eDBS, right to work, references, qualifications.
Candidate communication — reply to every applicant, update them at every stage, never ghost.
Hiring manager workflow — a shortlist ready with notes, scores, and audit trail.
Onboarding handoff — contract, induction plan, shadow-shift schedule.
Analytics — time-to-hire, source-of-hire, retention, compliance status.

If a platform does 3 of these, it's a tool. If it does all 8, it's a platform.

How AI phone screening actually works

This is the part people are most sceptical about, fairly. Here's the honest version.

When an applicant applies, the AI calls their mobile — usually within an hour, working around UK calling-hour rules. It introduces itself by name. It explains it's an AI and that the call is being recorded to help the hiring team.

It asks structured questions tied to the role: availability, shift preferences, right to work, driving (for domiciliary), relevant experience, a situational question or two. It listens, transcribes, and scores each answer against a rubric the care provider signed off.

The applicant can ask for a human callback at any time. Most don't — 91% of applicants screened by Lily rate the experience positively, partly because they get a reply within a day for the first time in their careers.

At the end, the hiring manager gets a shortlist: top candidates, structured notes, full transcript, scoring rationale. They choose who to interview. The AI does the chasing, the repetition, the compliance — not the judgment.

What to check before you buy

A simple vendor checklist:

Does it call applicants, or just log that you did?
Can I see and edit the questions it asks?
Can I audit the scoring rubric?
Does it handle compliance (eDBS, RTW, references) natively?
Is the audit trail CQC / Ofsted ready out of the box?
What happens if an applicant fails to engage — does it chase?
How is pricing structured — per seat, per hire, per month?
What's the time to go live?

If a vendor dodges any of these, keep looking.

Common objections, answered honestly

"Our candidates don't want to speak to a robot."

The data disagrees. 91% of Lily-screened candidates rate the experience positively. Most say they prefer it to waiting 9 days for a human call that never comes.

"AI will introduce bias into our hiring."

Biased AI is a real risk — but so is biased human hiring, and human bias is harder to audit. Ask the vendor for the scoring rubric and audit trail. If you can see the questions and the scores, you can audit the fairness.

"We'll lose the human touch."

You can still add the human touch — now you have even more time for it. With the repetitive first-call work handled by Lily, your team has more time to reach out to the strongest candidates, build rapport, and have the conversations that actually decide whether someone joins you. The human touch happens where it matters most: the interview, the offer conversation, and day one.

"CQC will have a problem with it."

CQC cares about safer recruitment — documented decisions, completed checks, references verified. A well-built AI platform evidences all of that more reliably than spreadsheets. Inspectors we've met have been positive.

Numbers from Lily customers

0.83 days average time-to-screen (vs 9-day UK average)
92% of applicants get a response, every time
127% more hires per month
91% candidate satisfaction
616 admin hours saved per month
£300 flat fee per successful hire — no subscription

Source: Sonderwell 12-month case study, 2024.

Frequently asked questions

How is Lily different from ChatGPT or a generic AI tool?

ChatGPT is a general-purpose model. Lily is a complete platform — it calls applicants, runs structured interviews, manages compliance, books interviews, and keeps a CQC-ready audit trail. You can't plug ChatGPT into your hiring pipeline and expect it to do that.

Does the AI make the hiring decision?

No. The AI screens, scores, and shortlists. Humans decide who to hire. Every decision is logged.

What about GDPR?

All candidate data is processed lawfully under GDPR. Applicants are told the call is with an AI and that it's recorded. Full data protection documentation is available on request.

Do we need to integrate with our existing HR systems?

Lily can integrate with most HRIS platforms or run standalone. Most care providers start standalone and integrate later if needed.

How long does it take to go live?

Most care providers are live within a week.

Next step

The fastest way to see an AI recruiting platform in action is a 20-minute demo. Book one here or compare Lily to your current tooling in our platform overview.

Sources: Sonderwell 12-month case study (2024). Skills for Care workforce data. CQC safer recruitment guidance.

What is an AI recruiting platform? A practical guide for UK care providers