AI Talent Acceleration
Recruiting Expertise, AI-Engineered
Your team isn’t drowning because they lack talent. They’re drowning in volume — and AI-generated applications are making it worse. Keystone builds the evaluation layer that fixes that.
The Problem
AI bots are now mass-applying to job postings on your behalf — and on behalf of thousands of candidates who may not be a fit. Recruiters are buried in volume with no way to triage it. The result: strong candidates get lost in the noise, and time-to-fill stretches out even as application counts go up.
What Keystone Does
We connect an AI evaluation layer to your existing ATS/CRM/LinkedIn setup that ranks and prioritizes outreach. It does not hire or reject anyone — it focuses your recruiters’ time on the best-fit candidates first, so human judgment goes where it matters most.
Example: An internship program received over 1,000 applications for a handful of openings. Instead of a recruiter manually screening every resume, the AI layer ranked applicants against the role’s actual requirements — cutting review time dramatically while surfacing the strongest candidates first.
Beyond Candidate Prioritization
Screening
Automated first-pass evaluation against role requirements, so recruiters start with a shortlist instead of a stack.
Scheduling
Interview coordination automation that removes the back-and-forth without removing the human decision.
Sourcing
AI-assisted market mapping that surfaces passive candidates your current tools are missing.
Data Mining
Many companies are sitting on tens or hundreds of thousands of past candidates in their ATS and CRM. We use AI to mine that database, resurface your best warm leads, and put them back in front of your recruiters — talent you already sourced, working for you again.
How It Works
Assess
We review your current ATS/CRM/LinkedIn stack and hiring volume to scope the right integration.
Build
We configure the evaluation layer against your specific role criteria and workflows.
Deploy
Your recruiters start working from a prioritized pipeline — with humans still making every decision.
Proven With
An AdTech company and a home building products company are both currently running this candidate-prioritization setup.
Pricing: Projects start at $10K, scoped to your systems and volume during a free Discovery Call.
FAQ
Does the AI decide who gets hired?
No. It ranks and prioritizes candidates for human review. Every hiring decision stays with your team.
What if we don’t have Claude, ChatGPT or similar tools already?
Not a blocker. We work with whatever ATS/CRM/LinkedIn setup you already have and build the evaluation layer around it.
How do I know this isn’t just AI hype?
It’s built on 25 years of recruiting practice, not a generic AI tool bolted onto a workflow. The AI does the sorting; the judgment behind what “best fit” means comes from real recruiting experience.
Is my candidate data safe? HR data is PII.
Yes. Every external tool — ATS, AI, search platforms — is configured to private, unshared settings. All devices on our network are encrypted and connect through a VPN. As regulations and systems evolve, we evaluate, implement, and maintain industry best practices to keep candidate data protected.
Explore other ways to work with Keystone: The Search Sprint · Fractional TA Leadership · FAQ
