How Thatcher Associates built an AI-Native recruitment operation with Recruiterflow

In 2024, John Thatcher stopped an outreach campaign before it went out. The reason: “rotten data.”

Thatcher Associates had spent decades building valuable relationships and market knowledge, but much of it was trapped inside an outdated system.

“We were about to send a heap of unreliable email to the wrong people. It would have been embarrassing. We were stuck, and I thought, we’ve got to move on now.”
John Thatcher | Managing Director, Thatcher Associates

Candidate records were ageing. Searches had become unreliable. Even basic tasks required constant copying and pasting. And as fewer people trusted the database, fewer people updated it; making the problem worse.

The system that was supposed to support the business had become the source of its frustration.

ABOUT THATCHER ASSOCIATES

Founded by John Thatcher, Thatcher Associates is a specialist recruitment consultancy with more than 26 years of experience and over 3,500 completed placements. The firm recruits across construction, property, engineering, healthcare, further education, and finance. It began in the UK, expanded into the Caribbean nearly 20 years ago, and is now growing its presence in the US.

The search for a reliable recruiting software

John started looking for a platform that was web-native, intuitive, reliable, and easy to integrate with the rest of the firm’s technology. It also needed to support recruitment, business development, and marketing without adding more administrative work.

Recruiterflow came through a recommendation and John was happy to make the move. Sequences and recipes simplified outreach. Emails and other correspondence were automatically recorded against candidate and client profiles.

"I think ease of use was a big part of why we chose Recruiterflow because when you open Recruiterflow, it works the way a recruiter thinks.”
John Thatcher | Managing Director, Thatcher Associates

With automation and sequences doing the heavy lifting, Thatcher Associates was able to increase the logged BD activities by a massive 489%.

Searching the unsearchable with AIRA

John’s favourite Recruiterflow feature is AIRA Search. With AIRA Search, the team could search its database conversationally by typing things in plain English.

“A lot of so-called AI search apps just convert your prompt into a Boolean string, whereas AIRA Search on Recruiterflow actually reasons with the database and the history.”
John Thatcher | Managing Director, Thatcher Associates

Here’s John’s experience with AIRA Search.

“We were working on a search in the Caribbean, and we were trying to remember a guy who had applied for a job about 18 months ago. We couldn't remember his name, but we remembered that he worked in the US, and that he'd moved to one of the Caribbean nations, and we thought he also worked for a bank, but we couldn't remember which one.”

“We just asked this AIRA natural language search in plain English, who is this guy? These are his traits. This is what we remember. And AIRA just found him!"
John Thatcher | Managing Director, Thatcher Associates

Agentic orchestration at scale to reduce admin

John has since built a wider agentic system using Recruiterflow’s API with Claude Code and external data sources.

Claude acts as the reasoning layer while Recruiterflow remains the spine, holding the firm’s data, relationship history, jobs, conversations, and workflows. Information from the wider system flows through Recruiterflow, where it is checked against existing knowledge and turned into action.

Thatcher Associates now has ~20 AI agents running continuously. They identify hiring signals, research companies, verify information, and propose actions for consultants to review.

This infrastructure has helped Thatcher Associates identify and capture more opportunities, increasing new job orders by 165%.

Using AI to make recruitment more human

For John, the role of AI is simple: It must automate anything that comes between a recruiter’s judgement and the placement.

Recruiterflow reduces the work surrounding those decisions. AIRA notetaker logs the correspondence itself, outreach is orchestrated through sequences, and profiles are updated with information without any manual intervention.

With less time lost to admin and more time spent on relationships, client submissions increased by 38% and offers increased by 60%.

“It’s not so much that we’ve automated recruitment. We’ve automated the things that get in the way of doing the human part of recruitment.”
John Thatcher | Managing Director, Thatcher Associates

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