AI-Powered Predictive Talent Assessment

Role-Calibrated.
Make Hiring
Predictable.

Your company, role and market context. One platform. Built to predict the right hire — not just find one.

● 2 provisional US patents · Beta 0 · Cambridge, MA

Assessment Engine Pipeline
Company · Role · Market Parameters
1
Job Description Generation CALIBRATED
Job Description Engine Output
2
Classification & Difficulty METRIC
Business Acumen · Domain Expertise with AI Readiness
3
Question Generation
Question Generation Engine Output
The Problem With Today's AI Powered Hiring

Generic questions test generic candidates.

Most interview processes rely on question banks built for no one in particular. The result is a poor hiring experience, longer time to hire, and recruitment ROI that's impossible to defend.

Candidates who perform well in the room but struggle in the role.

Template-driven Job Descriptions
Job descriptions that miss the specific operating reality of the role.
?
Generic interview questions
Questions that don't reflect what the candidate will actually face.
No audit trail
No way to explain why a question was asked or how the assessment was calibrated.
Interviews bottleneck on your best people
Structured assessment requires experience most teams can't afford to deploy at scale.
● The Octolynx Story 84 sec
A Better Hiring Experience

Structure is the competitive advantage.

🏛

Stop starting from scratch.

Role context in. Structured assessment out. No blank page. No debate.

Faster time to hire. Less strain on your team.

👥

Your best people shouldn't be in every first round.

Every question comes with a scoring guide.
Anyone can run a calibrated round.

Consistent panels. No bottleneck at the top.

Structured
Every Time
Consistent
Across All Rounds
Any Interviewer
Can Run It Well
How It Works

Three engines. Human in the loop at every step.

Every output is derived from your company, role and market context — nothing templated, nothing assumed.

ENGINE 1

Job Description Engine

Turns your role inputs into a calibrated Job Description

  1. 1 Your role and company context is assessed across multiple dimensions
  2. 2 100+ proprietary rules identify what matters for this specific role
  3. 3 Market-specific vocabulary generated from your operating reality
  4. 4 Responsibility bullets assembled with full traceability

You review every bullet before proceeding

Every bullet generated is an intelligence artifact — not a template fill. It carries the full context of 100+ combination rules and multiple enrichment layers before a single word is written.
Role & Company Context Inputs
ANALYZING REQS... 108 rules active
Calibrated Job Profile Output
Formulate metrics strategy based on product maturity
Synthesize complex operating market indicators
ENGINE 2

Classification & Difficulty Engine

Organises your assessment and calibrates question difficulty

  1. 1 Each bullet classified into the right competency dimension
  2. 2 Dimension weights reflect what this role actually demands
  3. 3 Difficulty dynamically calibrated to judgment complexity — not job title

You confirm the classification and difficulty

Calibrated Competencies & Weights
Domain Expertise
HARD 45%
Business Acumen
EXPERT 35%
System Architecting
MID 20%
ENGINE 3

Question Generation Engine

Creates situational interview questions built for this role at this company

  1. 1 Questions grounded in real operating tensions this candidate will face
  2. 2 Each question reflects your market context
  3. 3 Every question comes with a dynamic scoring guide

You approve every question before it locks

QUESTION 04 / SITUATIONAL Expert
SCENARIOS & CONTEXT
"We're launching a new product line into a crowded market. Describe how you would prioritize the first three launch signals, the metrics you would track, and how you would adjust the roadmap if early adoption is slower than expected."
EVALUATION SIGNALS
Identifies event-driven tracking limitations
Demonstrates realistic cost/benefit allocation
What You Get

From role context to interview-ready —
with a human in the loop at every stage.

📄
Role-specific Job Description
Each bullet is an intelligence artifact — traceable, defensible, and specific to this role at this company.
Competency dimension mapping
Every output mapped to the right dimension — weighted to reflect what this role actually demands.
Dimension-weighted dynamic scoring
Not all competencies matter equally — and not all judgment is equally complex. Octolynx accounts for both.
💬
Situational interview questions
Built from the real operating tensions of this role. Not pulled from a bank.
Structured signal scoring
Every question comes with a scoring guide calibrated to the difficulty of that specific question.
🔒
Full audit trail
Every assessment decision fully traceable and auditable. NYC LL144 compliant by design.
📋
Practitioner-validated intelligence
Practitioner-validated intelligence

Underneath sits a proprietary signal registry and scoring architecture built through structured expert review — carefully layered, with controlled AI at precisely the right points.

Dynamic Calibration

The only assessment that scores differently for every role.

Most tools apply the same scoring rubric to every candidate. Octolynx accounts for both how critical each competency is and how complex the judgment required — architected around what this role demands, not a generic rubric.

Calibrated per competency dimension
Difficulty tailored to the core needs of the role, not assumed from standard job titles.
Adjusted per difficulty level
Harder questions demand higher-order judgment signals.
Why Octolynx

Built from role intelligence and proprietary datasets. Not from templates.

Feature Traditional Tools Octolynx
Question sourceGeneric banksDerived from your role context
Job DescriptionTemplatesRole-intelligence pipeline
Difficulty settingManual / guessDynamically calibrated per dimension
Scoring logicFixed rubricsDynamically adjusted per difficulty
Hiring experienceInconsistentStructured · calibrated · repeatable
Time to hireUnaffectedFaster with calibrated shortlisting
Recruitment ROIHard to measureTraceable assessment → defensible decisions
Audit trailNoneFull traceability per bullet + question
Human in the loopOptionalBuilt in at every generation stage
Jurisdiction-awareNoYes — NY · CA · EU · UK · APAC
IP protectionProprietary method · patent pending
Faster
Time to Hire
Defensible
Hiring Decisions
Consistent
Every Interview
Audit-ready
by Design
Built For

The teams who can't afford the wrong hire.

🏛

Hiring Managers

Questions that test what actually matters in this role. Better hiring experience. Shorter time to hire.

B2B SaaS · Series A to C

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People & HR Leaders

A defensible, auditable assessment process with human in the loop throughout.

Compliance-first · NYC LL144 ready

📈

Founders & Operators

Calibrated to your company's exact stage and operating reality — without pulling your senior people into every first round.

Growth stage · Technical roles

See Octolynx in action.

We'll run a live session on a real role from your company — so you can see exactly what your assessment looks like before committing.