Data Sources
Pull raw intervals, bills, equipment, and tariff context with customer input.
- Intervals + bills
- Weather feeds
- Tariff + asset specs
Balto Architecture
A unified pipeline that ingests heterogeneous energy data, reconciles it to building physics, and publishes financial-grade outputs for applications and partners.
How Might We Unlock Personalized Energy and Finance Options?
Balto creates a energy and finance models for each customer for thousands of scenarios based on their current usage, equipment, and tariffs, which is auditable and feeds the ontology layer that powers detailed energy modeling, reporting, decisions, and contractor tooling.
Pipeline Layer
Transforms data inputs into calibrated digital twins, then finance-grade synthetic twins.
Physics Modeling
Simulate the home and DER stack with standard libraries.
- Building physics
- Simulations
Calibration Modeling
Align simulations with usage and potential equipment performance.
- Interval tuning
- Bill reconciliation
- Loss tracking
Scenario Modeling
Model thousands of equipment upgrade + tariff combinations.
- Synthetic twins
- Tariff logic
- Bundle comparisons
Financial Modeling
Translate energy outputs into payback, IRR, and avoided cost with goal seeks.
- Cashflow views
- Stacked incentives
- Financing options
Ontology Layer
Synthesizes modeling outputs into a single, queryable data structure.
Unified Data Model
Interconnected ontologies for home load, equipment, tariffs, and finance.
LLM Ready
Graph links keep AI workflows and agents grounded.
APIs & Exports
Fast read access for apps, partners, and reporting.
Application Layer
Products, partners, and a provisional patent AI decision support layer call into and return signals from the ontology.
Balto (Consumer)
Customer apps explain savings and electrification steps.
- Home plans
- Usage insights
BaltoOS (Contractor)
Contractors analyze then present scenarios with customers in sync with the model.
- Proposal builder
- Install handoff
Integrations
Partners call the ontology through APIs and data exports.
- Partner APIs
- Bulk exports