One engine, from weather signal to settled position.
Most tools stop at a generation number. Vynity carries the chain all the way to the decision that earns or loses money — and then measures whether it did.
What’s under it
Advanced AI and statistical modelling
Seven dedicated source models — wind, licensed solar, rooftop solar, dam hydro, run-of-river hydro and market-level aggregates — each with its own feature set and its own retraining cadence. Models are re-optimised continuously as seasons and operations change.
Built for imperfect data
Vynity was built in power systems where data, infrastructure and transparency are still developing. That constraint is now an advantage: the platform performs where standard forecasting tools are hard to deploy, and it does not need a sensor network to start.
Issue-time discipline
Every forecast uses only information that was genuinely knowable at the moment it was issued. Backtests are leakage-audited and run on expanding-window, rolling-origin retraining — the model never sees the future it is being scored against. It is the difference between a number that looks good in a slide and one that survives contact with settlement.
Probabilistic, not just point
Forecasts come with quantiles and confidence bands, so a desk can size a position by conviction and stand aside on the hours that aren't worth calling.
A desk view your team reads in ten seconds.
Illustrative view. Forecasts, reports and operational tools ship in the same session your operators already run each morning.
Onboarding and daily use
Your data, your decisions
Advisory only.
Vynity never places, alters or executes a market position. Every recommendation is approved by your desk.
Your data stays yours.
Plant history is used to train your models.
Cloud-based, no on-site footprint.
Nothing to install, nothing to maintain, no OT/IT risk surface added to your plants.
Full audit trail.
Every forecast, every recommendation and every override is timestamped and reviewable.