Proof-based hiring
for AI and deep‑tech teams.
Decision infrastructure in a world swamped by AI.
Zero-Noise OS™ helps recruiters and hiring managers define roles
clearly, evaluate candidates with evidence, and build shortlists they can trust.
Works with your existing ATS and candidate pipeline.Private pilot access - limited teams, hands-on support.
Problem
Deep-tech hiring breaks on signal quality.
Most hiring tools optimize throughput. Deep-tech hiring fails on decision quality: teams don't share a hiring standard, evidence is weak, and interviews drift, so the shortlist isn't trustworthy.
Vague role definitions
"Must-haves" aren't tied to 90-day outcomes. Teams screen for proxies instead of what success actually requires.
Resume noise
Titles, logos, and keywords don't predict execution. Teams make 6-figure decisions on unverified claims.
Interview drift
Interviewers test different things with different standards. Decisions reward confidence in the room, not evidence of ability.
Opaque shortlists
Stakeholders get recommendations without proof. Without reasons and evidence, decisions feel arbitrary, and often are.
How it works
A better way to hire for hard technical roles.
Define the standard. Collect proof.
Make decisions you can defend.
Define
Define the role with 90-day outcomes.
Create a scorecard with exactly 3 outcomes and 3 Must criterions. Lock it before screening.
Build
Build candidate proof packs.
Turn CVs, GitHub, portfolios, and interview evidence into claims mapped to the scorecard. Evidence beats keywords.
Verify
Verify what matters.
Track confidence on key claims (unverified → partial → verified → conflicting). Know what's verified - and what isn't - before you decide.
Output
Shortlist with reasons.
Evaluate against the locked scorecard and produce a Decision Packet: verdicts, evidence, and clear rationale, ready to share.
Why Zero-Noise
Not another AI hiring tool.
AI has increased hiring throughput and hiring noise. AI-native and deep-tech teams need a consistent way to define success, evaluate evidence, and make decisions they can defend.
Most tools help you process more applicants
Zero-Noise OS™ helps you make better decisions on the candidates you already have.
Most tools start with the CV
Zero-Noise OS™ starts with the role: 90-day outcomes and evidence requirements.
Most tools output scores or summaries
Zero-Noise OS™ produces a decision record: evidence, confidence, reasons, and audit trail.
Most tools automate steps
Zero-Noise OS™ standardises judgment - outcomes, evidence, reasons.
The output isn't a score. It's a Decision Packet your stakeholders can review in minutes.
The product
Built for the full decision workflow.
Five components that turn role definition into a Decision Packet - with evidence, confidence, and a Decision Log.
What you get
Who it's for
Built for teams hiring where mistakes are expensive.
Recruiters & Talent Partners
Align faster with hiring managers using a locked hiring standard. Submit candidates with proof packs and explicit reasons - fewer back-and-forths, faster decisions.
Align faster. Submit with confidence.
Hiring Managers & CTOs
Review candidates against 90-day outcomes and evidence - not scattered notes and keyword matches. Get shortlists with explicit reasons tied to the scorecard.
Decisions backed by evidence.
Founders & Hiring Operators
Install a repeatable hiring decision system for AI, infra, robotics, and deep-tech roles. Stop reinventing the standard every time you open a critical role.
Repeatable. Scalable. Defensible.
Best for: ML/AI engineering · Applied research · MLOps/platform · Infra · Robotics · Deep-tech roles with high ambiguity
Principles
Designed for trust, not black-box hiring.
Human-in-the-loop
AI can assist, but people make hiring decisions.
Zero-Noise OS™ never automates the final call.
Evidence-first
Claims are tied to evidence, context and confidence.
No opaque match scores without proof you can inspect.
Transparent by default
Shortlists include explicit reasons - not just rankings.
Every decision is legible to founders, CTOs and hiring teams.
Audit-ready
Versioned scorecards + Decision Logs by default.
Consistency, accountability and decision traceability across every hire.
Run a Zero-Noise pilot on your next critical hire
Tell us the role you're hiring for and where decisions break down today. We'll respond with pilot fit and pricing.