AI-proctored technical screening

Technical Assessment That Drives Right Fitment

Assessing Mechanical, Electronics and Embedded engineers with standardized, role-based tests under AI proctoring - so every shortlist is objective, defensible and fast.

SEAT proctored assessment interface showing AI integrity flags, candidate video feed and engineering question navigation
60-70%

less manual effort

3X - 5X

candidate throughput vs interviews

<1 hr

turnaround for shortlisting

16,000+

expert-curated questions

The hiring problem

Resumes don't tell you who can do the work

70%

Skill gap reported

Employers report a persistent engineering skill gap (McKinsey, 2023).

72%

Missing technical depth

Graduates lack industry-specific technical skills (NACE, 2023).

5-9

Months to productivity

Time it takes a new engineer to become genuinely effective on the job.

How Assessment (SEAT) works

01

Set up & assign

Configure the assessment based on needs of specific job.

02

Assess under proctoring

Candidates take the test with image analysis, audio detection and behaviour tracking running live.

03

Analyze fitment

Based on the SEAT score and fitment score and heat map that identifies areas of strengths.

Exam integrity

AI proctoring that watches what matters

Three proctoring levels - off, browser-based or app-based - backed by image analysis, audio detection and behaviour tracking. Every session ends with a violation summary, captured images and audio for the hiring manager to review.

Behaviour trackingImage analysisPSL0 / PSL1 / PSL2

Real-time flags

  • Tab switching & full-screen exit
  • Head movement beyond 50°
  • Multiple faces detected
  • Identity mismatch
  • Mobile / ear devices
  • Camera blocked
  • Dual monitors & screen sharing
  • Mouse outside window
  • Zoom, Google Meet or Microsoft Teams opened
  • And More

Platform capabilities

Flexible role-based assessment

  • Job role mapping
  • Experience-level tests
  • Custom assessment structure

Multi-level competency

  • L1 - Knowledge
  • L2 - Functional skills
  • L3/L4 - Advanced expertise

Hiring intelligence

  • Role-specific scoring
  • Automated candidate ranking
  • Smart hiring filters

Question management

  • Randomized question pools
  • Parallel test sessions
  • Bring your own question bank

Configurable security

  • PSL0 - proctoring off
  • PSL1 - browser proctoring
  • PSL2 - app-based proctoring

Supplier ecosystem connect

  • Supplier/Recruiter access
  • Candidate submission
  • Resume + results integration

Where it fits

From campus/lateral hiring to contingent workforce sourcing, the same standard applies to every candidate.

Meet the team behind Vignani ELE ->

Campus hiring

Level 1 for shortlisting, Level 2 to surface high-potential candidates.

Lateral hiring (0-8 yrs)

Assessment based on Job Role & Experience levels.

Performance & upskilling

Heat-chart driven identification of training needs for appraisals and promotions.

Contingent workforce

Same criteria for every supplier candidate through the Supplier Connect module.

Target Domains

Specialized training and assessment across key engineering sectors

Automotive

Aerospace

Automation

Electronics

Manufacturing

Industrial

Faster hiring. Better quality. Scalable pipeline.

Let us configure SEAT on one of your open engineering roles and show you the fitment report.

Book a demo