Your factory's power bill,
run by AI.
CESS forecasts your load, dispatches your battery, and recovers the solar you're currently throwing away. You own the hardware. We're paid a share of the savings we can measure.
Most factories don't have an energy problem. They have an energy timing problem.
Typical for the mid-sized factories we target: machinery running 16–24 hrs a day. Your actual proportions come out of the feasibility model.
Generation is a commodity. Every EPC in Thailand will sell you panels at roughly the same price per watt, and every one of them will show you the same payback slide.
What none of them address is when your factory draws power. A demand charge isn't billed on what you consumed. It's billed on your single highest interval in the month. One compressor starting while the line is already running can set a charge you then pay for thirty days.
That interval is invisible. It doesn't appear on a meter anyone walks past, it isn't in the shift report, and by the time it shows up on the bill it's a month too late to do anything about it.
A battery fixes this only if something is watching closely enough to see the peak coming. That something is the product.
CESS: four things, running continuously.
The Cloud Energy Storage System is a cloud layer over your battery that forecasts, decides, and reports. Telemetry from your inverter and meter streams up; dispatch commands come back down; everything it did shows up on a dashboard you can audit.
Forecast
Machine-learning prediction of load and solar output up to 24 hours ahead, trained on roughly six months of your site's history plus live weather data.
How it worksDispatch
Model-predictive control: it optimises against the forecast state of your site, not the present one. That is what separates it from the rule-based controllers shipped with most systems.
How it worksRecover
Captures the solar generation you're currently curtailing and stores it for the hours when grid power costs you most. At our pilot site that was about 30% of everything the array produced.
How it worksProtect
Continuous monitoring of cell health and degradation, plus an electro-healing routine (low-current cycling that smooths dendrite buildup), so the asset you paid for still performs late in its life.
How it worksWhere the savings come from.
Three drivers, modelled separately for our pilot site so you can see which one is carrying the return. The largest is not the one most vendors lead with.
Modelled at the 120 kWh / 60 kW system our engine sized for this site
Food manufacturing · Bangkok
Commissioned May 2025 · client anonymised at their request
CESS runs against the site's existing Huawei FusionSolar infrastructure alongside a Deye inverter. Roughly 30% of what the array generated was being curtailed before we connected. The installed battery is a sixth of what our engine sized for this load, so the figures on this page are modelled at full size rather than measured at the pilot's.
You see the whole model first.
Every engagement starts the same way: twelve months of bills go into our feasibility engine, and a complete financial and engineering model comes back out. Before anyone quotes you anything.
Twelve months of billing data and, if you have it, interval meter data.
We model your load, size the system, and build the financial case. This is the step that decides everything.
We handle it end to end, from procurement through commissioning. Scheduled around your production, not against it.
The asset is yours outright. We run the intelligence layer and take a share of what it saves you. Nothing else.
We will tell you when the numbers don't work.
A consultant willing to return a negative is the one worth believing when they return a positive. Not every site should build.Get your free energy audit.
Twelve months of billing data is enough for us to model your site properly. You'll get the same feasibility report we'd build for a paying engagement: sizing, load analysis and the full financial case.
The ones your finance team will ask.
- How exactly are you paid?
- Who owns the battery, and who maintains it?
- What happens if the savings underperform the model?
- Will CESS work with the inverters we already have?
- Does installation disrupt production?
- Do we need solar installed already?
- What if we stop paying the CESS fee?
- What's the expected battery life, and what does replacement cost?
- Does this qualify for BOI privileges?
Find out which part of your bill you can stop paying.
Twelve months of billing data, and we'll show you where it's leaking, and whether a battery is worth your capital.
Or reach us at solarbuddies@pjjsolutions.tech