Distribution planning used to take weeks. Studio does it in minutes.
LoadSEER Studio brings AI-powered spatial forecasting to planners who need answers fast — without months of data integration or extensive training. Draw a polygon around your service area, and Scout AI quickly builds a spatial forecast. Add requests, spot constraints, optimize solutions. From complexity to clarity, in a single session.
LoadSEER Studio — Multi-Year DER Optimizer · capacity upgrades, demand response, solar and battery optimization with full cost-benefit analysis
The distribution planning problem isn’t data. It’s time.
Most utilities have the data. What they don’t have is a fast, flexible way to turn that data into actionable forecasts and investment decisions. The result: planning cycles that lag behind the grid, and a default answer of “upgrade the asset” that costs more than it should.
Forecasts take weeks
Traditional spatial forecasting workflows require days or weeks of manual data preparation and model configuration — before a single planning decision can be made. LoadSEER Studio dramatically reduces that setup time so planners can focus on the analysis.
Expertise is retiring
Distribution planning knowledge is leaving utilities faster than it is being replaced. The institutional knowledge embedded in experienced planners is hard to transfer and easy to lose.
The default is upgrade
When capacity constraints appear, the path of least resistance is to replace the asset. Cost-effective DER alternatives exist but require analysis time that most planning workflows don’t allow.
Tools require deep integration
Getting a new planning tool into production — data integration, IT involvement, training — is time better spent actually planning. LoadSEER Studio is designed to be running in days, not months.
Introducing Scout AI — the intelligence behind LoadSEER Studio
Scout AI is the AI-powered forecasting assistant embedded in LoadSEER Studio. Powered by SEERNet — Integral Analytics’ AI intelligence layer built on 20+ years of utility planning data, regulatory filings, and geospatial capacity planning experience — Scout automates the most time-consuming steps in distribution forecasting.
Scout doesn’t replace the planner. It handles the heavy lifting — instant forecast generation, constraint identification, DER optimization — so planners can focus on judgment, validation, and decisions rather than data preparation and model configuration.
Spatial forecasting, constraint identification, and DER optimization — in one application.
LoadSEER Studio brings together three planning capabilities that typically require separate tools, separate teams, and separate workflows.
Draw a polygon, get a forecast
Select any area of your service territory. Scout AI generates a parcel-level spatial load forecast in minutes — drawing on the national building stock dataset and IA’s geospatial models. No data assembly. No model configuration.
Validate, adjust, and run scenarios
Review Scout’s forecast against local knowledge. Incorporate customer data, override inputs, and add service or interconnection requests. Studio flags capacity constraints immediately — showing which assets are stressed and when.
Optimize before you upgrade
Before committing to infrastructure upgrades, evaluate DER alternatives. Studio’s multi-year DER optimizer identifies the least-cost combination of demand response, solar, battery, and capacity upgrades — with full cost-benefit documentation.
Built for fast deployment — no months of integration required
LoadSEER Enterprise is the industry standard for deep, longitudinal distribution planning at major utilities. But Enterprise deployment requires data integration work, IT coordination, and onboarding time that not every utility can absorb immediately.
LoadSEER Studio is designed to remove that barrier. It requires no extensive data integration, runs in a hosted environment that IA manages, and gets planners running forecasts in days rather than months. For utilities evaluating LoadSEER, Studio is the fastest path to value — and a proven stepping stone to full Enterprise deployment when the organization is ready.
What LoadSEER Studio includes
LoadSEER Studio packages IA’s core spatial forecasting and optimization capabilities into a deployment-ready application that planners can use from day one.
Scout AI — instant spatial forecasting
AI-powered forecasting assistant that generates spatial load forecasts from a drawn polygon in minutes. Powered by SEERNet and the national building stock dataset covering every U.S. building.
Capacity constraint identification
Add service and interconnection requests and instantly identify which assets are approaching or exceeding capacity limits — without manual load flow calculations or spreadsheet modeling.
Cost-effectiveness optimization engine
Built-in DER optimization evaluates non-wires alternatives — solar, storage, demand response, managed EV charging — against traditional asset upgrades, surfacing the least-cost solution automatically.
Forecast customization and validation
Adjust Scout’s forecasts with local customer data and validate outputs against historical SCADA readings — ensuring the forecast reflects your specific service territory conditions.
Bulk request processing
Import hundreds of service and interconnection requests simultaneously and evaluate their combined distribution impact in a single run — designed for utilities managing high-volume interconnection queues.
Hosted, IA-managed deployment
LoadSEER Studio runs in a cloud environment hosted and maintained by Integral Analytics. No on-premise infrastructure, no IT integration project — planners access Studio through a browser and are up and running in days.
Studio vs. LoadSEER Enterprise
Studio and Enterprise are designed for different stages of a utility’s planning maturity and integration capacity. Many utilities begin with Studio and transition to Enterprise as planning workflows deepen.
| Capability | LoadSEER Studio | LoadSEER Enterprise |
|---|---|---|
| AI-powered spatial forecasting (Scout AI) | ✓ Included | ✓ Included |
| Capacity constraint identification | ✓ Included | ✓ Included |
| DER cost-effectiveness optimization | ✓ Included | ✓ Included |
| Bulk interconnection request processing | ✓ Included | ✓ Included |
| Deep data integration (SCADA, GIS, AMI) | — Not required | ✓ Full integration |
| Long-range 30-year distribution planning | — Limited | ✓ Full capability |
| IDP regulatory filing support | — Limited | ✓ Full capability |
| Deployment timeline | ✓ Days to weeks | — Weeks to months |
| IT integration requirement | ✓ Minimal | — Moderate to significant |
| Pathway to Enterprise upgrade | ✓ Proven stepping stone | — |
How utilities use LoadSEER Studio
Interconnection queue management
Evaluate hundreds of EV, solar, battery, and large load interconnection requests simultaneously against real grid capacity — giving interconnection engineers a fast, defensible basis for queue decisions.
Capital project scoping
Before committing to a substation or feeder upgrade, run Studio’s optimization engine to identify whether DER solutions can defer or eliminate the need for the investment — saving capital budget for projects with no non-wires alternative.
New planner onboarding
Scout AI embeds distribution planning expertise directly into the workflow — enabling newer planners to produce accurate spatial forecasts without years of institutional knowledge. A force multiplier for planning teams facing retirements.
Rapid scenario analysis
Run multiple growth scenarios — high EV adoption, data center development, distributed solar saturation — in a single session without rebuilding the forecast from scratch for each scenario.
LoadSEER Enterprise pilot
For utilities evaluating full LoadSEER Enterprise deployment, Studio provides an immediate proof of concept — demonstrating AI-powered spatial forecasting value on real data before committing to an enterprise integration project.
Emergency planning support
When a large new load customer, unexpected infrastructure failure, or development surprise requires a fast planning response, Studio generates actionable spatial forecasts and constraint analysis in hours, not weeks.
Frequently asked questions
What is LoadSEER Studio and how does it differ from LoadSEER Enterprise?
LoadSEER Studio is a lighter-weight, faster-to-deploy version of LoadSEER that brings AI-powered spatial forecasting and capacity planning to utilities without the full integration requirements of LoadSEER Enterprise. Studio includes Scout AI for instant forecast generation and a built-in cost-effectiveness optimization engine. It is designed for utilities that need planning capability quickly, or as a proven stepping stone toward full Enterprise deployment. Enterprise provides deeper data integration, full 30-year distribution planning capability, and the complete IDP regulatory filing workflow that major utilities require for commission proceedings.
How fast can LoadSEER Studio generate a spatial load forecast?
Scout AI can generate a spatial load forecast in minutes from a drawn polygon. Traditional distribution forecasting methods require days or weeks of data preparation, model configuration, and manual analysis. Studio automates those steps, allowing planners to validate forecasts against SCADA data, add interconnection requests, identify constraints, and evaluate DER solutions — all within a single planning session.
What is Scout AI and how does it work?
Scout AI is the AI-powered forecasting assistant built into LoadSEER Studio. It is powered by SEERNet, Integral Analytics’ AI intelligence layer built on over 20 years of utility planning data, regulatory filings, and geospatial capacity planning experience. Scout draws on the national building stock dataset — covering every U.S. building with physical and modeled energy characteristics — to generate instant spatial forecasts, flag capacity constraints, and surface DER optimization opportunities. Planners review and validate Scout’s outputs before they inform planning decisions.
What does deployment look like for LoadSEER Studio?
LoadSEER Studio is hosted by Integral Analytics and accessed through a web browser — no on-premise infrastructure, no enterprise IT project. Deployment typically takes days to weeks rather than the months required for a full Enterprise integration. IA handles hosting, maintenance, and system updates. Planners need only a browser and credentials to get started.
Can a utility move from Studio to LoadSEER Enterprise?
Yes — and many do. Studio is designed as a proven pathway to Enterprise. Utilities typically begin with Studio to validate AI-powered spatial forecasting on their own data, build internal familiarity with the LoadSEER workflow, and demonstrate value to leadership. Enterprise deployment then proceeds with an established understanding of the platform and a concrete case for the deeper integration investment. IA supports this transition process and can run Studio and a limited Enterprise test environment in parallel during the evaluation period.
See LoadSEER Studio in action
Schedule a demo and watch Scout AI build a spatial forecast for a real service territory — start to capacity plan in under an hour.
Request a demo