Skill Growth Index (SGI)
The world's first universal, unbiased, and dynamic signal of human capability
Learn MoreVision
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Instead of relying on outdated resumes and self-claimed experience, the Skill Index quantifies durable, future-proof skills like problem-solving, leadership, adaptability, communication, and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 Signal | Fundamental Flaw |
|---|---|
| Degrees | Access-based, not ability-based |
| Resumes | Static, past-focused, and biased |
| Job Titles | Vague, non-standardized labels |
| Certifications | One-time validations, quickly outdated |
| Interviews | Subjective, 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
| Layer | Function |
|---|---|
| Raw Signal | Captured through speech-based reflection, project data, behavioral input |
| Dimensional Scoring | Assesses 29 distinct human traits on an 8-point rubric |
| Normalization Engine | Translates diverse signals into comparable outputs |
| SGI Score | Aggregates into a single, transparent career signal (0–1000 scale) |
| Continuous Calibration | Updates with every new growth event, reflection, or input |
Why SGI Matters
| Challenge | SGI Solution |
|---|---|
| Static credentials | Real-time, evolving growth signal |
| Skill commodification | Measures uniquely human capabilities |
| Career confusion | Clear, personalized growth roadmap |
| AI disruption | Focuses on AI-proof traits |
| Hidden talent | Unbiased recognition of potential |
SGI vs. Traditional Platforms
| Feature | SGI | Job Boards | Recruiters | |
|---|---|---|---|---|
| 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
- Growth is the new intelligence.
- Resumes show your past. SGI shows your potential.
- Human capabilities — not hard skills — will define the future of work.
- Signals must evolve with people — not freeze them in time.
- Talent should be measured fairly, continuously, and transparently.
- 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.
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© 2025 Ivanooo. Empowering human growth in the age of AI.