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Skill Growth Index (SGI)

The world's first universal, unbiased, and dynamic signal of human capability

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Vision

To build the world's first universal, unbiased, and dynamic signal of human capability — giving every individual the clarity, credibility, and growth path they need to thrive in the age of AI.

Mission

To replace static, biased career signals with a living system that measures, tracks, and showcases human growth — especially the dimensions machines can't replicate.

What is SGI

The Skill Index is a universal talent signal system that objectively measures a professional's capabilities, beyond just job titles and degrees. It provides a data-driven, competency-based assessment that helps professionals track, improve, and showcase their most in-demand skills.

Instead of relying on outdated resumes and self-claimed experience, the Skill Index quantifies durable, future-proof skills like problem-solving, leadership, adaptability, communication, and strategic thinking—the skills that truly drive career success.

It continuously measures and proves the one thing AI can't copy—your growth velocity across problem-framing, creativity, and judgment—so employers see the full, living value you bring today, not the snapshot of who you were yesterday.

💡 Think of it as your career 'credit score'—but for skills. The higher your score, the more career opportunities open up for you.

Why SGI? The Problem with Legacy Gateways

Legacy Signals Are Failing Us

Old SignalFundamental Flaw
DegreesAccess-based, not ability-based
ResumesStatic, past-focused, and biased
Job TitlesVague, non-standardized labels
CertificationsOne-time validations, quickly outdated
InterviewsSubjective, inconsistent, prone to bias

These systems were designed for a slower, industrial world. In a rapidly changing, AI-powered landscape, they no longer reflect real human potential.

What Is the Skill Growth Index (SGI)?

SGI measures who you're becoming — not just what you've done.

Captures Growth in Motion

It is a dynamic, real-time signal that continuously tracks your development and evolution as a professional.

15 Human Dimensions

Tracks adaptability, creativity, ethical judgment, resilience, and other uniquely human capabilities.

Multiple Input Sources

Uses narrative speech, behavioral data, and reflection as input to create a comprehensive assessment.

Continuous Evolution

Continuously evolves with your growth, providing a living mirror of your professional development.

SGI is your personalized mirror of evolution — far beyond credentials or snapshots.

System Architecture

LayerFunction
Raw SignalCaptured through speech-based reflection, project data, behavioral input
Dimensional ScoringAssesses 29 distinct human traits on an 8-point rubric
Normalization EngineTranslates diverse signals into comparable outputs
SGI ScoreAggregates into a single, transparent career signal (0–1000 scale)
Continuous CalibrationUpdates with every new growth event, reflection, or input

Why SGI Matters

ChallengeSGI Solution
Static credentialsReal-time, evolving growth signal
Skill commodificationMeasures uniquely human capabilities
Career confusionClear, personalized growth roadmap
AI disruptionFocuses on AI-proof traits
Hidden talentUnbiased recognition of potential

SGI vs. Traditional Platforms

FeatureSGILinkedInJob BoardsRecruiters
Skill Growth Signal✅ Proactive & Real-Time❌ Static❌ None❌ Past-Based
Human Dimensions Measured✅ Yes❌ No❌ No❌ No
Gap Identification & Guidance✅ Yes❌ No❌ No❌ No
Unbiased Feedback✅ Data-Driven❌ Influenced❌ Sponsored❌ Subjective
Built for Individual Growth✅ Yes❌ Recruiter-first❌ Ad-first❌ Profile-dependent

The SGI Manifesto

  1. Growth is the new intelligence.
  2. Resumes show your past. SGI shows your potential.
  3. Human capabilities — not hard skills — will define the future of work.
  4. Signals must evolve with people — not freeze them in time.
  5. Talent should be measured fairly, continuously, and transparently.
  6. The only real edge in an AI world is how fast you grow.

The Strategic Imperative

"In a world where AI can outlearn, outwrite, and outcode humans, adaptability, reflection, creativity, and judgment become priceless."

SGI is the system that reveals, measures, and strengthens that edge.

🌟 In a world flooded by automation, your growth is your only lasting advantage.

Track the skills AI can't replicate
🔁Show who you're becoming — not just who you've been
🎯Stand out to employers with real-time, human signal

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© 2025 Ivanooo. Empowering human growth in the age of AI.