Why Executive Search Stays Slow and Expensive
The intake-to-offer workflow for executive search involves sourcing across LinkedIn and referral networks, pulling comp benchmarks from Radford or Mercer surveys, normalizing data against internal bands, and assembling offer packets that hold up to executive committee scrutiny. Search firms charge premium retainers partly because they've built proprietary process around this work. In-house teams that run searches without the same infrastructure spend weeks on the procedural parts — time that adds up quickly when you're carrying three or four VP-and-above openings concurrently.
How the Agent Approaches the Workflow
An AI Labor Company agent mines recruiter-to-hiring-manager Slack threads and HireVue debrief notes to map your actual intake-to-offer process. It then deploys a Gemini-powered agent to source candidates through the LinkedIn Recruiter API, pull Radford and Mercer comp benchmarks for each role and geography, and draft offer packets — pausing for CHRO approval before any letter of intent goes out. The sourcing and benchmarking happen in parallel rather than sequentially, which is where much of the time compression comes from.
The Revenue and Cost Case
This use-case drives value on two fronts. On cost: teams in this position have reported reducing retained-search agency retainers by around 40%, which on a multinational search budget is a significant annual line item. On speed: cutting median time-to-slate from 18 to 7 days means critical roles get filled faster — and the organizational drag of an empty EVP or C-1 seat compounds with every passing week. The agent is typically live in about 18 weeks. The CHRO retains full approval authority on every offer; the agent handles the sourcing, benchmarking, and drafting that currently consumes recruiter bandwidth.
Does the CHRO lose visibility into the sourcing pool?
No. The agent produces a structured candidate slate with sourcing rationale and comp benchmark data attached. The CHRO reviews the full slate and approves the offer packet before anything is sent.
How does the agent handle comp benchmarking for highly specialized or newly created roles?
The agent pulls available Radford and Mercer data for the closest matching role families and flags where the match is imprecise, so the CHRO or HR team can apply judgment before the benchmark is used in an offer.