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AI Energy Modeling

Rapid and Scalable Analytics

Carbonsight’s AI energy modeling technology delivers instantaneous and accurate energy consumption estimates, making analytical work to evaluate retrofit strategies take seconds instead of hours.

The API construction for the AI energy analysis means that it fits easily into all types of workflows, supporting a wide range of retrofit efforts.

Carbonsight API

v1
Status: Operational
Endpoints
GET /buildings
GET /buildings/{id}
POST /energy-models
GET /predictions
GET /portfolios/{id}/summary
POST /energy-models

Creates a calibrated energy model for a building and returns baseline and predicted usage.

Request
JSON Secure · Bearer token
Field Type Required Description
building_id string Yes Unique ID for the building record
location string No Optional override for weather region
usage_history array<number> Yes Monthly kWh values used for calibration
scenario object No Optional retrofit/policy scenario assumptions
Response (200)

Returns calibrated baseline, weather-normalized usage, and forecasted scenarios.

curl Production
curl https://api.carbonsight.com/v1/energy-models \
  -H "Authorization: Bearer <token>" \
  -H "Content-Type: application/json" \
  -d '{
    "building_id": "BLDG-1024",
    "usage_history": [12540, 11820, 12010, 12340, 13680, 15210,
                      17890, 17120, 14230, 13040, 12780, 12610]
  }'

AI-Powered Instant Analytics

Energy analysis outcomes via Carbonsight’s AI energy modeling are produced in less than half a second. This speed and accuracy allows for consideration of thousands of scenarios, massive scale studies, or implementation in dynamic workflows like SaaS platforms.

Inputs for these analyses are performance feature values, mapping directly to EnergyPlus energy modeling input demands, but producing outcomes almost instantly.

Rapid

~15 minutes to receive calibration results

Robust

Up to 1000 energy models are evaluated to find the best-fit

Integrated

Outputs directly feed into complementary Carbonsight technologies

The Flexible, Accessible, and Powerful API

Supercharge your platform
Connect your platform to the Carbonsight API to embed its intelligence within your tool and run thousands of simulations on-demand.
Supercharge your tech stack
Connect your internal tools and data warehouse to the Carbonsight API to seamlessly give your team access to insights from Abacus.
Supercharge your team
Consultants can access the API through a light-weight user interface without any software development expertise.

Use Cases: Who Benefits?

Integrate advanced modeling into capital planning, energy management, or GHG reporting platforms.

With Carbonsight Abacus, existing PropTech tools can embed actionable energy insights, scenario analysis, compliance forecasting, and emissions planning directly into their platforms for their users.

Accelerate sales cycles by identifying and quantifying the energy impact of your solutions in seconds.

Whether it’s a heat pump retrofit or envelope upgrade, AI-powered models simulate energy savings, carbon reductions, and payback periods customized for each building’s specific characteristics.

Quickly, cheaply, and easily screen a portfolio to identify buildings and retrofits that make the biggest impact. Prioritize retrofits that align with BPS regulations all before having to invest in boots-on-the-ground audits.

Scale your advisory services with less effort.

Forget rule-of-thumb archetypes – AI-based energy modeling lets consultants rapidly generate default energy models and identify ROI-driven ECMs – helping clients move from high-level targets to strategic decarbonization plans quickly and cost-effectively.

For acquisition due diligence – screen entire portfolios with just a few bits of data to quantify current and future energy demand.

Then estimate how that may impact NOI or regulatory fines, as well as identify the retrofits that may be needed to reduce that risk.

get in touchReady to Integrate AI-Powered Energy Insights?

Discover how the Carbonsight AI API can transform your platform and provide unparalleled value to your users. Schedule a demo with our team to explore the possibilities.

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Limited Time Offer: Low Introductory Rate

Energy Retrofit AI

Carbonsight is excited to announce a new commercial offering for our Energy Retrofit AI that is available for a limited time at a low introductory rate. Contact us to explore offer details.