PrecisionHire: The system behind consistently great hires

PrecisionHire: The system behind consistently great hires

PrecisionHire:
The system behind consistently
great hires

Most hiring pipelines optimize for volume. PrecisionHire™ optimizes for outcomes.
Airwork combines pre-vetting, AI evaluations, structured interviews, and human judgment to deliver a ranked shortlist of 4–5 ready-to-interview candidates - fast, and with high match accuracy

Most hiring pipelines optimize for volume. PrecisionHire™ optimizes for outcomes.
Airwork combines pre-vetting, AI evaluations, structured interviews, and human judgment to deliver a ranked shortlist of 4–5 ready-to-interview candidates - fast, and with high match accuracy

15,000+ technical experts across 30+ countries. 300+ companies served.

15,000+ technical experts across 30+ countries. 300+ companies served.

Why PrecisionHire™ exists

Why PrecisionHire™ exists

Why PrecisionHire™ exists

Hiring is slow, expensive, and unreliable when it’s built around resumes and keyword search. Traditional recruiting can take 40+ days to fill a role, costs stack up quickly, and teams still end up reviewing piles of “maybe” candidates.

PrecisionHire™ was designed as a corrective system - built to reduce three things simultaneously:
  • Time waste: less manual screening, fewer dead-end interview
  • Cost waste: fewer hours burned across recruiting + engineering + leadership
  • Quality risk: fewer “looks good on paper” hires that underperform or churn
Instead of pushing more applicants into the top of the funnel, PrecisionHire™ narrows the funnel using proof: verified skills, structured evaluations, and fit signals that actually predict performance.

What PrecisionHire™ is

What PrecisionHire™ is

What PrecisionHire™ is

PrecisionHire™ is Airwork’s proprietary, data-driven talent matchmaking methodology - built to replace “resume roulette” with a repeatable process that produces a short, ranked shortlist of best-fit candidates.

It’s the methodology. The Airwork platform is how it runs at scale.

The PrecisionHire™ framework

The PrecisionHire™ framework

The PrecisionHire™ framework
PrecisionHire™ isn’t one feature. It’s a full system that stacks multiple layers of validation - because great hires aren’t “found,” they’re proven.

Below is the full framework Airwork uses to identify top candidates quickly and accurately.
  1. Pre-vetting (Proof before the shortlist)
Before a candidate ever reaches a client shortlist, we collect signal across multiple dimensions:
  • English proficiency
  • Critical reasoning & analytical ability
  • Technical skills (role-relevant)
  • Personality & work style (Big 5)
  • Human interview to validate communication, professionalism, and real-world capability
This is how Airwork maintains a pre-vetted, ready-to-interview talent pool, rather than starting from scratch every time a role opens.
  1. AI Assessments (Skill verification at scale)
Resumes are self-reported. Assessments are measurable.

PrecisionHire™ uses AI-driven assessments to validate real ability, not claims. Candidates are tested and ranked inside the system, and job-specific evaluations can be triggered when needed. 

What this changes for hiring teams:
  • You stop wasting interviews on candidates who can talk, but can’t execute
  • You reduce dependence on “years of experience” as a proxy for competence
  • You build a consistent evaluation layer across roles and departments
  1. AI Interviews (Structured evaluation, less bias, faster throughput)
Interviews are often inconsistent: different questions, different standards, different moods.
 
PrecisionHire™ introduces AI-assisted structured interviews to capture consistent signals across candidates - communication clarity, reasoning, decision-making, and role-specific scenario performance. (AI doesn’t replace humans here; it standardizes signal collection so humans make better calls.)
  1. Assignments (Performance in the real world)
For roles where output quality matters (engineering, product, design, data), PrecisionHire™ supports assignments that reflect the work candidates will actually do - short, role-relevant, and scored consistently.
 
This adds a layer that hiring teams rarely get time to build themselves, and it prevents one of the most common failure modes in hiring: selecting for interview performance instead of job performance.
  1. Screening questions (Early disqualifiers that save hours)
Good screening questions remove obvious mismatches early:
  • Time zone compatibility
  • Compensation expectations
  • Must-have tools / experience
  • Work eligibility / availability
  • Role-specific “dealbreaker” requirements
 
This seems basic, but it’s where many funnels leak time. PrecisionHire™ makes this systematic.
  1. Advanced filters (Micro-factors that predict success)
Most systems filter by surface-level factors: title, years, keywords.
 
PrecisionHire™ incorporates “micro-factors” that are frequently overlooked but matter heavily in real outcomes - availability, compensation fit, cultural alignment, personality traits, motivation signals, and more.
 
This is how you get to the real goal: shortlists that don’t merely “match,” but actually perform.`
  1. Pre-vetted, ready-to-interview talent pool (Speed without shortcuts)
PrecisionHire™ works because Airwork doesn’t treat hiring like a fresh search every time.
 
Airwork maintains a vetted network so clients don’t wait weeks for sourcing. Instead, PrecisionHire™ generates a shortlist quickly by ranking and matching from an already-qualified pool.
  1. Emerging market advantage (Cost savings without quality compromise)
PrecisionHire™ is also built around a strategic truth: top talent is global, but opportunity isn’t distributed.
 
Airwork focuses deeply on emerging markets and delivers meaningful cost savings - often 50–80% compared to equivalent local hires in the US or Europe - without sacrificing vetting quality.
 
This is not “cheap outsourcing.” It’s high-signal hiring from underutilized talent markets - powered by verification, not hope.
  1. All-in-one platform (Less tool chaos, faster decisions)
PrecisionHire™ runs end-to-end inside the Airwork platform - so you don’t duct-tape five tools together to get one hire.
 
This matters because speed doesn’t come from “moving faster.” It comes from removing friction: fewer handoffs, fewer spreadsheets, fewer lost candidates, fewer scheduling delays. Airwork is built to run the whole hiring journey in one system.

Outcomes & benchmarks

Outcomes & benchmarks

Outcomes & benchmarks

What you get

What you get

What you get

PrecisionHire™ is designed to produce measurable improvements. Airwork tracks performance using hiring KPIs such as time-to-shortlist, interview-to-offer ratio, offer acceptance rate, cost-per-hire, and quality-of-hire.
Expected benchmarks from the PrecisionHire™ model include:
  • Time to shortlist: 3–5 days vs. 40+ days traditional
  • Interview-to-offer ratio: ~2:1 (fewer wasted interviews)
  • Offer acceptance rate: ~95% (fit improves commitment)
  • Quality-of-hire: 90%+ meet/exceed expectations
  • Cost-per-hire: 30–40% lower by reducing noise and admin load

The philosophy

The philosophy

The philosophy

Why this is hard to copy

Why this is hard to copy

Why this is hard to copy

Anyone can claim “AI recruiting.” Most of it is keyword search wearing a blazer.
PrecisionHire™ is harder to replicate because it’s a system:
  • It combines verified signal (tests + structured evaluations) with human oversight at key decision points
  • It’s built on a focused talent strategy in emerging markets, not generic global sourcing
  • It’s integrated into an end-to-end platform, so execution stays consistent at scale


This is why clients don’t receive 100 applicants. They receive the top 1% - ranked, vetted, and ready.

The Talent API vision

The Talent API vision

The Talent API vision

Where PrecisionHire™ is going

Where PrecisionHire™ is going

Where PrecisionHire™ is going

Airwork’s long-term direction is simple: make hiring feel like calling an API - describe the need, and the right people appear.
PrecisionHire™ is the engine behind that vision: a scalable infrastructure layer that indexes skills, outcomes, reliability, and fit - so companies can hire globally without guessing.
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Ready to hire with precision?

Ready to hire with precision?

If you’re tired of long funnels, low-signal resumes, and expensive hiring cycles, PrecisionHire™ is built for you.
Get a ranked shortlist, validated skills, and a process you can trust - without slowing your team down.
Image

Ready to hire with precision?

If you’re tired of long funnels, low-signal resumes, and expensive hiring cycles, PrecisionHire™ is built for you.
Get a ranked shortlist, validated skills, and a process you can trust - without slowing your team down.