The right people are out there. Most hiring systems just can't see them.

AQYR helps energy, resources, technology and infrastructure companies make better workforce decisions – combining AI, market insights and deep industry expertise, powered by millions of workforce, salary and labour-market data points.

6M+

workforce & labour-market data points

Real-time

salary intelligence across Australia

Thousands

of energy, mining & infrastructure employers analysed

Millions

of candidate skill & project records

the problem

Hiring for complex industries breaks in predictable ways.

It isn’t that your team isn’t trying. It’s that the tools were built for volume, not for the hardest roles you have to fill. Here’s where it goes wrong, and what changes when the data does the heavy lifting.

The talent is scarce, and getting scarcer

Energy, mining and infrastructure face deepening shortages of technical, safety-critical skills. The people you need rarely apply.

WITH AQYR

We map the whole market, not just who's actively looking, so quality talent can be identified before a role is even open.

Your systems were built for volume, not complexity

A generic ATS can't tell a process engineer in mining from one in energy. So it ranks by role titles and skills alone - missing the context entirely.

WITH AQYR

A knowledge graph that understands your sector's roles, skills and companies, matching on similarity, not skills bingo.

Your market data is fragmented and underused

Salary, availability and competitor signals live in ten places. So planning is guesswork and hiring is reactive.

WITH AQYR

One view on talent supply, demand and cost, so you plan workforce moves with evidence, not instinct.

CVs are noisy, unstructured and unverified

The information you rely on is buried in inconsistent PDFs. Manual screening eats hours and still misses people.

WITH AQYR

We decode and structure every CV, extract and prioritise real skills, and verify what matters, automatically. Saving the human oversight for where it adds the most value.

Slow decisions lose the best people

Every week a critical role stays open costs margin, delays projects and hands talent to competitors. The best people move fast, so must you.

WITH AQYR

Ranked, explained shortlists in real time, so your team can see priority candidates immediately, make contact quickly and win the talent acquisition war.

And the investor market values you on all of it

Fragmented, manual, reactive hiring isn’t just operationally costly; it caps how the business is seen and valued.

WITH AQYR

An intelligence platform with a clear data moat, built to scale, and to present a highly professional brand to all stakeholders.
The shift

From reviewing CVs to understanding the market.

The old way

"We'll send you some CVs and you can work through them."

A stack of look-alike documents. Hours of manual sorting. No way to know who you didn’t see.

The aqyr way

"Here are the best candidates in the market: assessed, scored and explained."

Every match comes with the why: the skills, the project experience, the fit. Decisions in minutes, not weeks.

Talent intelligence

Candidates assessed and explained, in real time.

AQYR scores every applicant against the role and its prioritised skills the moment they apply, so the most suitable people are already at the top of your list. No batch processing. No keyword guesswork. Just a clear, defensible order with the reasoning attached.

Market insights - Coming soon

See the whole market before you make a move.

For any role, in any location, AQYR builds a live intelligence report – hiring difficulty, talent supply, salary benchmarks, the competitors you’re up against and how to win. 

The technology

Our AI isn't very chatty.
It's exact.

When people picture AI, they picture a chatbot generating text. Ours works differently. A knowledge graph organises information into precise networks of skills, roles and relationships – built for accuracy in a world of specialist terminology.

Precision over prediction

Knowledge graphs map facts and relationships rather than predicting plausible text, so matches are accurate, not just confident-sounding.

Built on a library of specialist role definitions, it understands the uncommon terminology that trips up generic tools.

Every match traces back to structured evidence: the reason a candidate ranks where they do is always visible.

Process
engineer
Hydrometallurgy
Process design
Commissioning
Mining context
Kate James
67
Sarah White
78
Ryan Toole
94

Watch it work: the role resolves into the skills it actually needs, then traces to the people who hold them – weighted by fit. Hover a candidate to see why.

How you engage

Software, recruitment,
or fully managed. Your call.

AQYR is a hybrid. The platform creates the intelligence and the margin; the experts deliver outcomes today. Take the technology, the people, or both.

Agentic SaaS

Workforce Intelligence

Analytics, talent intelligence, ranked candidate selection and outbound search — the software that makes hiring proactive.

Workforce analytics
Talent intelligence
Candidate assessment
Outbound search
Services

Workforce Solutions

Permanent, contract, executive search, RPO and migration — delivered by specialists who know your sector, amplified by the platform.

Permanent & contract
RPO
Executive search
Migration
The engine

Intelligence Core

A proprietary knowledge graph and AI engine underneath everything, tuned to energy, resources and infrastructure — getting smarter with every placement.

Knowledge graph
Claude LLM
Propriety data
Roles open at any time
15 critical roles
Average days to fill
26 days each
Daily cost of an unfilled role
$1,600 per day
Estimated annual cost of time-to-hire
$624K
Cutting time-to-fill by a third with ranked, ready shortlists could recover ~$206K of that.
the cost of standing still

What is a slow, hard-to-fill role really costing you?

AQYR is hybrid. The platform creates the intelligence and the margin; the experts deliver outcomes today. Take the technology, the people, or both.

See your next hire
before your competitors do.

Book a working session with our team. We’ll run a live talent map on a role you’re struggling to fill. No slides – just the market.