Built in a hard market, on purpose.
Vynity started in Georgian hydropower — a market with volatile inflows, thin data, and penalties that land whether or not you saw them coming.
A model built for scarce data doesn’t get worse when the data improves.
Building a forecasting engine that works in Georgian hydropower meant solving the problems most vendors design around: missing history, no sensor networks, no clean reference feeds, and no room to be approximately right.
That turned out to be the right constraint. The same engine now runs against live EPİAŞ settlement in Turkey and has outperformed the paid incumbent that balancing desks there have relied on for years, in an eighteen-month live comparison.
We are deliberately small. Headcount stays at a maximum of ten people through this phase. What we sell is not headcount; it is a model that has been beaten against real settlement for over a year and keeps getting better every month it runs on a client’s book.
Measured, or it didn't happen.
Every number we publish comes from live plants and settled markets. We backtest with issue-time discipline and leakage audits, because a forecast that quietly saw the future is worse than no forecast at all.
Advisory, never autonomous.
We recommend; your desk decides. We are not building an algorithm with unsupervised access to your market position.
Aligned by contract.
Our preferred commercial model pays us a share of what we create and nothing if we create nothing.
The people building it.
Giorgi Jalagonia
Multidisciplinary background in AI, energy systems, consulting and sustainable innovation.
Vakhtang Vakhtangishvili
Full-stack and enterprise software. Owns the platform, product operations and digital delivery.
Nikoloz Khabelashvili
Machine learning lead with a track record in scalable algorithmic tools. Software Engineering, Data Science.
Mert Bilgen
Energy market expert with 15+ years across Turkish and global power markets.
Merab Lominadze, Ph.D. leads business and board oversight — over 20 years of senior leadership across energy, mining and the public sector, including Namakhvani HPP, Georgian Water and Power, and Georgia’s National Investment Agency.
GITA Startup Grant — winner
Awarded by Georgia's Innovation and Technology Agency through a competitive regional process, for applied AI in the energy sector. The youngest founding team ever to receive it.
SET Awards 2026 — finalist
Selected from the global Start Up Energy Transition field, March 2026.
Free Electrons · Plug and Play
Programme participant.
“An analytical tool that helps energy companies plan more effectively for the future.”
Two markets now. Europe through partners next.
Convert live tests into first signed Turkish contracts · ship the confidence and calibration layer · bid-action optimizer into production.
Standardised onboarding and model templates · market-specific imbalance modules per jurisdiction.
Partner-led distribution and aggregator APIs · EU market expansion and portfolio-level forecasting · 100–150 assets under forecasting.
Ten people, one engine, two markets.
We hire rarely and deliberately. If you work on time-series forecasting, power market microstructure, or the kind of backend that has to be right at 09:50 every morning, we want to hear from you — whether or not a role is posted.
Write to us ↗