Staffing & Recruiting · Industry
Recruiters are losing 17 hours a week to work AI should be doing.
Sourcing notes that never get logged. Bullhorn fields half-filled. BD prep done from scratch every Friday. The firms that claw those hours back are the ones submitting candidates while their competitors are still updating the ATS. We build the AI tools that get the time back, and the executive judgment that decides which work is worth giving to a machine first.
17 hrs/week
Recruiter time lost to admin
3× faster
Time-to-submit on AI-assisted desks
30%
Of recruiter work that’s automatable
$4,700
Revenue impact per ghosted candidate
02
The Tension
You can use AI to cut your recruiter headcount.
Or you can use it to make every recruiter twice as productive.
Most staffing AI conversations skip straight to “replace recruiters.” That’s the easy story to tell, and it’s the wrong one.
Headcount cuts read as cost savings on a board deck. Productivity gains read as won placements your competitor lost. Same quarter. Different P&L line.
We work with the second kind. The firms that grew submits 30% without growing payroll, because the recruiter who used to spend Friday afternoon on BD prep now has it back.
03
The Three Ways Staffing Firms Get Stuck
Most staffing leaders we talk to are stuck in one of three ways.
/ 01
Pilot purgatory.
Someone on the team subscribed to a sourcing tool. Two recruiters use it. Most don’t. There’s no playbook for “what AI should be doing on Wednesday.”
/ 02
ATS data is the bottleneck.
You bought the AI. The AI needs clean data. Your reqs have inconsistent fields, candidates are duplicated five times, and the consultant said the cleanup quote was $80K.
/ 03
The AI roadmap is a deck.
A vendor sold you a 90-day “AI strategy.” It’s a deck with arrows. Nothing has shipped. The recruiters never read it.
We pull you out of each of these in week one. See how →
The recruiter you’d promote to senior is the recruiter the AI tool serves first.
Jason Alexander · CEO, ChiefAI
04
Signature Tools
Four tools we build for staffing firms.
These aren’t roadmap items. We’ve built them, refined them on our own clients, and we deploy them on your data starting day one. Pick the one that solves the loudest problem first.
Tool 01
Resume-to-JD Matcher.
Submit-ready candidates without the manual scan.
Drops a candidate into the JD, returns top matches with scoring against the requisition’s hard requirements and a draft submittal email.
Integrates with: Bullhorn · Avionte · JobDiva · TempWorks
Tool 02
BD Research Agent.
The Friday BD prep that used to take 90 minutes now takes 9.
Pulls the prospect’s hiring signals, recent funding, current open roles, and last touchpoint with your firm into a one-page brief.
Integrates with: Outlook · Gmail · HubSpot · Salesforce
Tool 03
ATS Cleanup Agent.
Duplicate candidates merged. Stale reqs flagged. Activity logs filled in from email signal.
We don’t replace your data hygiene rules. We automate the part nobody on the team wants to do.
Integrates with: Bullhorn · Avionte
Tool 04
Candidate Ghosting Predictor.
Flags candidates likely to ghost before the next stage.
Recruiter calls them on Tuesday instead of finding out Friday. Average ghost costs the firm $4,700 in lost placement value.
Integrates with: Bullhorn · JobDiva
Want to see one running on dummy data? Try the Resume-to-JD Matcher demo →
05
Week One
What week one looks like in a staffing firm.
Day 1–2
ATS audit. We pull a sample of your last 90 days of reqs, candidates, and submittals from your ATS (Bullhorn, Avionte, JobDiva or TempWorks) to see where the data drag actually is.
Day 3–5
First tool wired on your data. Usually Resume-to-JD Matcher because the ROI is fastest to feel. Two of your senior recruiters get it on their desktop.
Day 6–7
Trained recruiters using it on live reqs. Your first AI-assisted submittal goes out before the end of week one.
06
Where We Live
We work in your stack. Not next to it.
Direct API integration with the ATS platforms where staffing firms actually run, plus the rest of your stack underneath. Click any card for what we typically build there.
Bullhorn
Most common in our book. Native API, cleanup automation, candidate workflow.
What we typically build first: dedup automation, stale candidate revival, BD research agent that pulls from your existing requisitions. Two-way sync, no middleware sitting between your team and the data.
Avionte
Full integration. Particularly strong for blended perm and contract desks.
Both perm and contract data flows. Branch-level reporting, bench utilization tracking, automated submittal package generation, and back-office hooks where they actually move utilization numbers.
JobDiva
High-volume staffing optimization. Especially common in IT staffing.
High-throughput desks where submittal volume matters more than long candidate cultivation. IT skills matching tuned to the keywords actually moving in your market this quarter, plus pipeline scoring across the requisition queue.
TempWorks
Light industrial and commercial staffing flows, including timekeeping and pay.
Timekeeping integration, shift-fill automation, ACA compliance reporting, and no-show prediction for commercial books where margin per placement is thin and one no-show eats the whole week.
Crelate
Boutique staffing and retained executive search firms.
Lighter-weight stack favored by sub-$10M firms and exec search desks. We layer matching, BD research, and candidate intelligence without overbuilding for a smaller team size.
JobAdder
Cross-border staffing — strong in AU/UK, growing US footprint.
Resume-to-JD matching, candidate communication automation, and pipeline scoring that respects JobAdder’s native job-board syndication and recruiter assignment logic.
Recruiterflow
Modern API-first ATS for tech-forward agencies.
Pleasant to integrate against. Good fit for agencies that want lightweight workflows and aren’t carrying ten years of legacy data drag from a heavier system.
Zoho Recruit
Budget-conscious ATS, common in startup-to-mid agencies.
We work in Zoho’s native API and stitch its data into your CRM and inbox. Often a layer of governance and executive AI judgment is what unlocks the platform’s actual potential.
Manatal
AI-curious ATS, cloud-native and globally distributed.
Manatal ships some AI out of the box. We add the executive judgment piece — deciding what to do with the candidates Manatal scores high — plus the BD research layer it doesn’t include.
Loxo
Sourcing-first ATS popular with retained executive search.
We integrate Loxo’s candidate database with our BD research agents so the same prospect intelligence drives both candidate outreach and client development on every desk.
PCRecruiter
Long-tenure ATS in established US staffing firms.
Often paired with deep historical placement data we can mine. Stale candidate revival, dedup, and BD intelligence work especially well on accounts with 10+ years of history.
Plus your CRM (HubSpot, Salesforce), your sourcing layer (LinkedIn Recruiter), and the inbox where your recruiters actually spend the day. Don’t see your ATS? Ask us — we’ve connected to most of them.
07
Recommended Engagement
Most staffing firms start at Growth.
Pricing is flat-rate and month-to-month at every tier. Where you start depends on how many desks you want AI working under in week one and how fast you want the next tool shipped.
Essentials
$3,500/mo
Single-desk pilot
One tool wired to live data, monthly ops cadence, one team trained first.
Most common
Growth
$6,500/mo
Multi-desk rollout
Monthly tool cadence, weekly ops session, full ATS integration across desks.
Enterprise
$14,500/mo
Multi-brand operator
Multiple build streams running in parallel across brands or verticals.
What’s in Growth
A multi-desk rollout, every month.
- Fractional Chief AI Officer. A senior operator running your AI agenda. Same person across the engagement, not a rotating bench.
- Build team shipping into your ATS. One new tool wired to live data per month, on top of cleanup and integration work already underway.
- Weekly ops working session. Your ops lead and our build lead, working through the week’s release agenda — not a status meeting.
- Direct integration with Bullhorn / Avionte / JobDiva / TempWorks. Native API, no middleware, your data stays in your ATS.
- Month-to-month, no annual commitment. ROI measured against a baseline we set in week one. If it isn’t moving by day 60, you walk.
08
Questions
What staffing leaders ask us first.
No. We build for the recruiter who’d be your next senior promotion. They get the leverage first. Junior recruiters get faster training on the same tools because the AI shows them what good looks like in real time. Headcount decisions stay with you.
That’s why week one is the audit, not the build. We don’t pretend the AI fixes garbage data. We tell you exactly what’s broken, and either we fix it as part of the engagement or we stage tools that work around the broken parts until you do.
No. Most clients start with Resume-to-JD Matcher in month one and add one more tool by month two. The Growth tier is monthly, so you can scale the toolset up or down as you go.
Sourcing tools find candidates. Our tools manage the work that surrounds finding candidates: matching to the JD, drafting the submittal email, predicting which candidates ghost, keeping your data clean. They don’t compete with your sourcing stack. They make it produce more.
You do. Tools live in your ATS, your CRM, your inbox. If we leave, the tools stay. We’re not selling subscription middleware. We’re building leverage that becomes yours.
You don’t renew. The engagement is month-to-month. We measure ROI against a baseline we set in week one (usually time-to-submit, recruiter capacity, or ghost rate). If the numbers haven’t moved by day 60, we tell you that directly and you walk.
The next AI meeting ships a tool in your ATS.
Book 30 minutes with us. We’ll walk one of your reqs end-to-end and show you exactly which step gets faster in week one. If staffing isn’t a fit for what we do, we’ll tell you that on the call.