01/Challenge
Manual Resume Screening Bottlenecks
One team could only manually review 55 of 282 qualified candidates per week. 80% of potentially good candidates were never contacted. AI screening processes thousands daily.
10+ recruiting AI engagements
We don't just advise. We build, deploy, and transfer AI-powered recruiting workflows that fundamentally change how you hire. 50% of our fee is at risk on every engagement.
14,000 candidate profiles enriched in 48 hours. 2,300+ candidates scored daily. 35–40% faster hiring cycles. Real results from real engagements.
What we actually do
We've built and deployed AI recruiting systems for solo contingent recruiters, reverse recruiting agencies, executive search firms placing at top-tier quant finance and tech companies, government-cleared staffing operations, and enterprise TA teams spanning India and Latin America. Every engagement ends with your team operating the workflows independently.
50% of our fee is contingent on hitting agreed success criteria. If we don't deliver measurable, permanent change in how you recruit, we don't get paid in full.
Proven results
Every number below comes from a real engagement with outcome-based success criteria.
Across every context
Solo recruiters, staffing agencies, executive search firms, and enterprise TA teams.
Before and after
Who we work with
Where the time goes
Common pain points in talent acquisition that AI transforms.
01/Challenge
One team could only manually review 55 of 282 qualified candidates per week. 80% of potentially good candidates were never contacted. AI screening processes thousands daily.
02/Challenge
A contingent recruiter's matching process took 2-3 months per candidate. AI-powered CRM integration and automated matching compressed that to 4 weeks.
03/Challenge
Template-based outreach gets ignored. An employment support firm generated 500+ hyper-personalized multi-touch sequences, resulting in 4-5 interviews from a target of one.
04/Challenge
Critical matching expertise lives in one or two people's memories. AI systems capture and systematize institutional knowledge so the whole team can operate at expert level.
Our approach
Comprehensive AI implementation across your talent acquisition pipeline.
Autonomous pipelines that score, rank, and generate personalized interview questions for every candidate. Deployed at scale: 2,300+ candidates/day with 5/5 satisfaction.
AI-assisted interview analysis, structured scoring, and real-time hiring manager guidance. Personalized questions referencing specific candidate details.
500+ personalized multi-touch sequences per engagement. AI-optimized messaging that references specific candidate backgrounds, not generic templates.
Direct connections to Greenhouse, Crelate, RecruiterFlow, ADP, Salesforce, and custom CRMs. Your AI workflows plug into your existing stack.
Custom voice AI assistants that collect candidate information on their schedule. Real-time voice responses provide a fraud prevention safeguard as AI-generated content proliferates.
The workflow
The complete AI-powered hiring workflow that helps companies hire the right person dramatically faster.
01/Step
Interview the hiring manager thoroughly, then use AI models like Claude or ChatGPT combined with meeting transcripts to craft precise job descriptions. The quality of your JD determines the accuracy of AI matching throughout your entire workflow.
💡 Pro Tip:
Better JDs = Better AI matching accuracy throughout your entire workflow
02/Step
Take your hiring manager interview transcript and use deep research agents across Claude, Gemini, and ChatGPT to discover "esoteric digital watering holes": niche communities, private forums, and specialized groups where your ideal candidates actually gather.
Find specialty forums, Discord servers, and professional communities your ideal candidates frequent
Tools like Happenstance identify candidates your employees are connected to but may not know about
Expand beyond LinkedIn, Indeed, and job boards to find candidates who aren't actively looking but would be perfect fits
03/Step
Analyze ALL candidates, including previously rejected ones, to discover hidden gems. Our testing found 20-40% of top AI-recommended candidates had been rejected in initial human screening.
04/Step
Before screening calls, run comprehensive background research on top candidates using AI:
05/Step
Use custom voice AI assistants to collect rich candidate information on their schedule. Not a replacement for human interaction, but a powerful complement that provides richer data for interview preparation.
Real-time voice responses are much harder to fake than written applications. As AI-generated content becomes more common, voice verification becomes an increasingly valuable safeguard.
Async Scheduling
Candidates complete on their time
Deeper Insights
Beyond resume and cover letter
Want help implementing this workflow for your organization?
"“We are so far beyond where I thought we could even take this.”"
"“Very straightforward... such a time save.”"
"“Transformative for daily workflow.”"
10+ engagements
Anonymized snapshots from actual engagements. Every result below was verified by the client sponsor.
Solo Contingent Recruiter
The challenge
2-3 month candidate-to-contract cycle with 65+ open positions. Matching depended entirely on one person's memory across dozens of client relationships.
The outcome
14,000 candidate profiles enriched in 48 hours. 200 personalized outreach emails in a single session. Recruiter now operating 5 parallel AI agents independently.
"I've worked with people I've spent a lot more money on who don't care if they perform."
Sponsor
Employment Support Firm
The challenge
Scaling from 8 placements per quarter with manual research bottlenecks. Candidate believed he had no warm connections to target companies.
The outcome
500+ hyper-personalized outreach messages across 150+ contacts. 4-5 interviews secured against a target of 1. Full technology roadmap and IP transferred.
Industrial Services (High Volume)
The challenge
10,000+ applicants for technician roles. Only 55 of 282 weekly qualified candidates could be manually reviewed. Qualified candidates lost to competitors.
The outcome
Autonomous AI pipeline scoring 2,300+ candidates daily. Personalized interview questions for every candidate. Nightly automated refresh with four-layer monitoring.
"AI in recruiting doesn't replace the human touch; it makes it scalable."
Engagement Insight
Enterprise Tech (Global)
The challenge
Global recruiting operation with lengthy time-to-fill and a 20% cost reduction mandate. Needed to prove AI value before wider rollout.
The outcome
35-40% faster hiring cycles for pilot roles. 100% final interview conversion rate. Methodology transferred so internal team operates independently. Phase 2 engagement underway.
50% of our fee is at risk on every engagement.
Common questions
Start with AI-powered job description creation from hiring manager interviews. Then use deep research agents to find niche communities where ideal candidates gather. Screen all candidates (including rejected ones) with AI to discover hidden gems. Run AI-powered background research before interviews. Finally, consider voice AI pre-screening for high-volume roles. Our complete 5-step workflow above walks through each stage in detail.
Most organizations see measurable improvements within the first 2-4 weeks. One contingent recruiter enriched 14,000 candidate profiles in 48 hours and sent 200 personalized emails in a single session. An industrial services company went from manually reviewing 55 candidates per week to autonomously scoring 2,300+ per day. The speed depends on your data accessibility and team readiness, but quick wins start in week one.
We're tool-agnostic and recommend based on your specific needs. We've built integrations with Greenhouse, Crelate, RecruiterFlow, ADP Workforce Now, Salesforce, and custom CRMs. We've implemented AI screening with Claude, Gemini, and OpenAI models. Our focus is finding what works for your stack, not pushing specific vendors.
No. AI augments your recruiting team, handling repetitive tasks so recruiters can focus on relationship-building and strategic decisions. One client told us: 'AI in recruiting doesn't replace the human touch; it makes it scalable.' In one engagement, a recruiter who previously managed 20 simultaneous candidates is now running 5 parallel AI agents independently.
We track quantifiable metrics tied to your specific bottleneck. For a contingent recruiter, we compressed a 2-3 month candidate-to-contract cycle to 4 weeks. For an industrial services company processing 10,000+ applicants, we automated the screening of 282 weekly candidates that the team couldn't manually reach. For a global enterprise, we targeted and achieved 35-40% reduction in time-to-fill. Every engagement has outcome-based success criteria defined before we start.
Quick wins start in week one. A comprehensive AI Oracle Session maps your entire recruiting workflow in a single day. Full implementation typically spans 4-8 weeks, with measurable results at each milestone. We've delivered working AI pipelines in as little as 6 days for focused sprints.
Yes, extensively. We've partnered with contingent recruiters, reverse recruiting agencies, executive search firms specializing in quant finance and elite tech, and government-cleared staffing firms. We understand the unique economics and workflows of firms that recruit as their core business. One firm went from manual research bottlenecks to 500+ hyper-personalized outreach messages in a single engagement.
We've built autonomous screening pipelines that process 2,300+ candidates daily with zero manual intervention. For an industrial services company receiving 10,000+ applicants for technician roles, we deployed a multi-stage AI pipeline that extracts screening data, matches it across multiple systems, downloads and processes resumes automatically, and outputs ranked candidate lists with personalized interview questions. The recruiting lead rated it 5/5 and called it transformative.
Yes. We use an outcome-based pricing model where 50% of our fee is contingent on hitting agreed success criteria. If we don't deliver measurable results, we don't get paid in full. Every engagement has explicit, sponsor-verified success criteria defined before kickoff. Our clients consistently tell us this model builds genuine trust and sets us apart from traditional consultants.
Ready to ship?
Book a free call to discuss what AI acceleration looks like for your team. We'll tell you honestly whether we're the right fit.