Your Battery Is Only as Smart as Its Forecast.
Predict+ aligns storage operations and dispatch strategy with adaptive AI-driven forecasts of demand, generation, and price. Know when to charge, when to discharge, and when to hold — with the confidence that comes from crisis-tested accuracy and unified market intelligence.
Why Storage Dispatch Is Getting Harder
As BESS capacity scales past 40 GW in the US, ancillary services markets are reaching saturation
When battery storage was scarce, ancillary services offered easy, predictable revenue. With over 40 GW now operational in the US and more coming online, these markets are saturated. Batteries that once earned premium returns from ancillary services alone now need sophisticated energy arbitrage strategies — and those require accurate demand and generation forecasts, not just price signals.
Solar+storage co-location is surging, but most optimizers forecast the battery without knowing what the solar array is actually producing
Co-located solar+storage is the fastest-growing segment in ERCOT and CAISO. But most bid optimization platforms treat the battery in isolation — they forecast price and optimize bidding, but they don’t know what the adjacent solar array is generating in real-time. Your optimizer might charge from the grid when your solar array is producing excess energy for free, or discharge into a curtailment period when it should have been storing.
ERCOT’s RTC+B market redesign went live December 2025 — changing how batteries are valued and dispatched
ERCOT’s Real-Time Co-Optimization plus Batteries (RTC+B) eliminated the old “combo model” that let batteries double-dip as both load and generation. The new single-model framework requires fundamentally different bidding strategies and dispatch logic. Operators using legacy or static approaches are at risk of under-optimizing. Similar market design changes are underway in PJM, CAISO, and European markets.
Better Forecasts In. Better Dispatch Out.
Your bid optimizer is only as good as the forecast it’s optimizing against. Most BESS optimization platforms rely on generic weather-based price forecasts and ISO demand signals. They don’t account for actual generation conditions at co-located assets, can’t see meter-level demand shifts in real-time, and can’t adapt to market regime changes like ERCOT’s RTC+B transition.
Predict+ provides the forecast intelligence layer that makes your entire dispatch stack smarter. Our adaptive AI engine fuses multi-source NWP weather ensembles, meter-level demand intelligence from 140K+ endpoints, and real-time market signals into a unified net demand and price outlook — delivered via API directly into your optimizer, EMS, or trading platform.
For solar+storage co-located assets, Predict+ adds an additional advantage: when the solar array is equipped with Tigo MLPE, the forecast incorporates actual device-level generation data — not satellite estimates — enabling your optimizer to see what your solar array is producing right now and what it will produce next.
Optimizer-Agnostic by Design
Predict+ delivers via API into Fluence Mosaic, Ascend SmartBidder, GridBeyond, or any custom EMS. It enhances your dispatch stack — it doesn't replace it.
Unified Demand + Generation + Price
Most optimizers rely on separate forecast feeds stitched together. Predict+ delivers all three in one framework — producing structurally more accurate net demand and price outlooks.
How Energy Leaders Use Predict+
From scheduling and compliance to portfolio optimization and asset diagnostics — see how Predict+ fits into the workflows your team already runs.
Solar+Storage Co-Location Optimization
For: Solar+Storage Developers, IPPs, Asset Managers
Maximize the value of co-located assets by aligning battery dispatch with actual solar production. Predict+ provides real-time and forecast generation data from Tigo MLPE deployed on the adjacent solar array, enabling your optimizer to charge from excess solar (free energy) rather than the grid, time discharge to capture evening price spikes as solar ramps down, and minimize curtailment by storing production that would otherwise be clipped.
Energy Arbitrage & Price Spread Capture
For: Battery Traders, Merchant BESS Operators, Portfolio Managers
Capture daily price spreads with forecasting intelligence that goes beyond historical price curves. Predict+ delivers unified demand, generation, and net demand forecasts that anticipate where price spreads will form — including the duck curve evening ramps, weather-driven volatility, and curtailment-induced negative pricing periods. Feed these forecasts into your bid optimizer to position your battery for the highest-value hours of each day.
Revenue Stacking Across Markets
For: BESS Operators, QSE Partners, Ancillary Service Providers
As ancillary markets saturate, revenue stacking across energy, regulation, reserves, and capacity becomes essential. Predict+ provides the demand and generation forecast layer that informs which market offers the highest value at any given hour. Combined with your bid optimizer’s execution logic, this enables dynamic switching between revenue streams based on real-time market conditions rather than static rules.
Degradation-Aware Dispatch Planning
For: Asset Owners, Long-Term Investors, O&M Providers
Every charge/discharge cycle contributes to battery degradation. Predict+ enables degradation-aware dispatch by providing accurate forecasts of upcoming high-value periods — so your optimizer can make informed trade-offs between short-term revenue capture and long-term asset health. Know when a cycle is worth it and when holding state-of-charge for a better opportunity preserves more lifetime value.
The Forecast Intelligence Behind Smarter Dispatch
Forecast accuracy
US BESS market Predict+ serves
Avg. deviation from actual
Deployment time
From Solar Panel to Battery Dispatch: Intelligence at Every Step
Predict+ fuses multi-source NWP weather ensembles, meter-level demand data, and real-time market signals into a unified net demand and price forecast — delivered via API directly into your bid optimizer, EMS, or SCADA system. For co-located assets with Tigo MLPE, real generation telemetry is incorporated for additional accuracy.
NWP weather ensembles, meter-level demand, real-time market signals, and Tigo MLPE generation data on co-located assets
Demand, generation, and price synthesize into a unified net demand and price outlook for your optimizer
Delivered via API into Fluence Mosaic, Ascend SmartBidder, GridBeyond, or any custom EMS — enhances your stack, doesn’t replace it
What Your Dispatch Forecasting Platform Can Do
Every capability is designed to plug directly into your existing optimizer or EMS — enhancing your dispatch stack, not replacing it.
Real Solar Generation Intelligence
Actual generation data from Tigo MLPE for co-located assets.
Unified Net Demand Forecasting
Demand + generation in a single forecast for storage dispatch.
Multi-Horizon Forecasting
5-minute nowcasts through 14-day-ahead forecasts and seasonal outlooks.
API-First Optimizer Integration
Delivers forecast intelligence into Fluence Mosaic, SmartBidder, or any EMS.
Crisis-Tested Resilience
Proven accuracy through COVID-19, conflict, and extreme weather events.
Probabilistic Forecasting
P10/P50/P90 confidence bands for every forecast horizon.
What Better Dispatch Forecasting Delivers
When your optimizer runs on structurally more accurate forecasts, every charge and discharge decision captures more value across the battery's lifetime.
Unified demand, generation, and price forecasts identify the true highest-value dispatch windows — not just the hours that looked good on yesterday's price curve.
Accurate forecasts of upcoming high-value periods let your optimizer hold state-of-charge when a better opportunity is coming — preserving battery life without sacrificing revenue.
Why Predict+ vs. Alternatives
See how Predict+ compares to legacy forecasters, pure-software vendors, and point solutions across the capabilities that matter most.
Ready to Make Every Battery Cycle Count?
