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LATESTMarch 11, 2026

Tanova Open-Sources 7D Hiring Framework After 1,500 Evaluations in 60-Day Stealth Beta

After achieving 1,500 candidate evaluations through 100% organic growth (45% via ChatGPT, 15% via Google) during a deliberate stealth beta, Tanova today announced the open-source release of its 7D Candidate Evaluation Framework and Skills Taxonomy under MIT and CC BY 4.0 licenses—showcasing how "word of AI" is transforming product discovery.

1,500+
Evaluations
(60 days)
73%
"Most insightful
application ever"
45%
via ChatGPT
(#1 referrer)
88%
Time Savings
(proven)

About Tanova

Tanova is the only platform where candidates see their 7-dimensional fit score before applying—creating a two-sided transparency marketplace that benefits both job seekers and recruiters.

Our 7D Candidate Evaluation Framework goes beyond traditional keyword matching to evaluate candidates across seven independent dimensions: Qualification Match, Capability Confidence, Situational Stability, Reward Potential, Cultural Fit, Career Trajectory, and Compensation Alignment.

After validating our methodology with 1,500+ organic evaluations during a 60-day stealth beta (zero marketing spend, 45% discovered via ChatGPT, 73% rating it "more insightful than any previous job application"), we're open-sourcing both the 7D Framework and our Skills Taxonomy to raise industry standards for transparent AI hiring. ChatGPT becoming our #1 referrer demonstrates the power of "word of AI" distribution.

FOUNDED
2025
HEADQUARTERS
Dubai, UAE
INDUSTRY
HR Technology

What Early Adopters Are Saying

M
Marcus Torres
Senior Software Engineer
Job Seeker

"Finally, transparency in hiring. I can see exactly why I'm a strong fit before wasting hours on applications. The 7D breakdown showed me which skills to highlight and where I needed improvement."

Hired after 12 previous rejections
S
Sarah Chen
VP Engineering, TechScale
Series B Startup

"The 7D evaluation found us a backend developer we would have filtered out—self-taught, no degree, but 10 years building production systems. Traditional ATS gave him a 30% match. Tanova scored him 87/100 and flagged him as a 'hidden gem.' Best hire we made this quarter."

D
David Kim
Head of Talent, GrowthLabs
Talent Acquisition

"We needed React developers but couldn't find enough qualified candidates. Tanova's transferability matching showed us Vue.js developers with 85% skill overlap. We hired three 'transferable' candidates who ramped up in weeks. Traditional keyword filters would have rejected all of them."

L
Lisa Park
Director of People Ops, BuildRight
Recruiting Agency

"Our recruiting team was drowning in unqualified applications. The 7D pre-screening reduced our review time from 33 hours to 30 minutes per 100 CVs—while actually finding better candidates. The ROI is undeniable."

Founder

Sune Pedersen

Founder & CEO

Sune Pedersen is a technology executive with 25+ years building and scaling engineering organizations from startup to enterprise. As founder of Tanova, he's on a mission to make hiring more transparent and fair through AI-powered candidate evaluation that goes beyond keyword matching.

Before Tanova, Sune built and sold 4 technology companies with profitable exits, raised €1.1M+ in venture capital, and led turnarounds generating billions in revenue. His experience spans roles as CTO at companies like NKT Thinkt Digital (€1.5B industrial manufacturer), KickID (AI-powered sports tech), and technical leadership at Baker Hughes and Laerdal Medical. He's also the founder of Yachtly, an AI-powered yacht rental marketplace in Dubai.

Passionate about using technology to solve real-world problems, Sune recognized that traditional ATS systems systematically filter out exceptional talent—self-taught engineers, career changers, and entrepreneurs—through opaque keyword matching. Having started his first company at age 21 and built software deployed on 15M+ computers by age 25, he understands firsthand how non-traditional backgrounds can produce extraordinary results.

Tanova's approach is different: validate first, then scale. After achieving 1,500 organic evaluations in 60 days during stealth mode—with ChatGPT becoming the #1 traffic source (45% of users)—Sune made the decision to open-source the 7D Framework and Skills Taxonomy to benefit the entire industry. He's also served as a mentor at StartupBootcamp Copenhagen and The Place Berlin, advising 20+ early-stage startups on product strategy and fundraising.

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