Integrations

What connects to Sympheny.

Sympheny fits the data and reporting workflow a US planning team already uses. On the way in, it brings in standard US public datasets: NREL solar and building load data, EIA prices, eGRID emissions factors, NOAA weather and the OpenEI Utility Rate Database. On the way out, you get in-app dashboards and a REST API. Because those federal sources are free, a US team can build a model on authoritative data at no extra cost.

Full access for two weeks.

Data inputs

Bring authoritative US data into every project

Sympheny works with the standard US public datasets a planning team already trusts, so you start a model from real solar, load, tariff and emissions data instead of rebuilding it in spreadsheets. These federal sources are free to access, so a US team can pull authoritative inputs at no cost and override anything per project.

NREL solar, PV and building load data

Bring in standard NREL datasets: NSRDB solar resource data for irradiation, PVWatts for PV yield, and ResStock / ComStock load profiles for residential and commercial buildings. NREL data is free; programmatic access uses a free NREL Developer API key.

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EIA prices and generation data

Works with US Energy Information Administration data: electricity prices and tariffs, fuel prices, and generation data, so cost assumptions reflect your region. EIA data is free and in the public domain.

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eGRID grid emissions factors

Pulls in EPA eGRID regional emissions factors so the carbon side of a scenario is grounded in the grid your site actually sits on, not a national average. eGRID is free and in the public domain.

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NOAA weather and climate data

Works with NOAA weather and climate reference data to drive hourly simulations across a representative year. NOAA data is free and in the public domain.

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OpenEI Utility Rate Database (URDB)

Brings in tariff structures from the OpenEI Utility Rate Database, which covers 3,700+ US utilities and is maintained by NREL, so a model can reflect real rate schedules. URDB is free and openly licensed.

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Esri ArcGIS

Use ArcGIS layers and basemaps for site context, building footprints and district boundaries inside the project workspace. ArcGIS is licensed separately by your team; Sympheny works with the layers you bring.

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Your own asset, demand, tariff and cost data

Import your own hourly demand, metered consumption, technology assumptions and capex/opex figures from CSV and standard formats. Project-specific numbers always override the public defaults.

Computation layer

Engineering-grade solvers and cloud infrastructure

The Sympheny optimization engine runs on industrial solvers and cloud infrastructure built for the scale of real planning work. The optimization itself is a deterministic MILP; it is math, not AI.

Gurobi Optimizer

An industrial mathematical optimization engine that searches across thousands of technology and capacity combinations for the multi-objective scenario set. Gurobi is a US company, based in Beaverton, Oregon.

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Sense energy hub solver

Sympheny's V3 solver engine handles more flexible hub topologies and richer constraints than the previous generation, with faster execution on large district models.

Empa & Berkeley Lab research

Built on energy systems and optimization research developed at Empa, the Swiss federal materials science and technology institute, since 2014, with ongoing collaboration with Berkeley Lab.

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AWS cloud infrastructure

Hosted on AWS with autoscaling compute for optimization jobs and an isolated project workspace per customer. US regions and US data residency are available for enterprise and federal deployments.

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Outputs & delivery

Hand off results in the formats stakeholders use

The same model that runs the optimization produces the visuals, comparisons and reports your stakeholders see. No rebuilding charts in a slide deck before a review board.

Sympheny interactive results dashboard showing a Sankey diagram and six KPI cards for technology investments, capacities and monthly energy flow

In-app reports

Run outputs — assumptions, scenario comparison, KPIs and energy-flow diagrams — viewable directly in the project workspace and printable from the browser.

Sympheny Sankey energy-flow diagram: grid electricity, gas, solar PV and air flowing through conversion technologies into heat demand, electricity demand and storage

Sankey energy flows

Sankey diagrams showing energy flows from sources through conversion to final demand, viewable in the app.

Sympheny Pareto front chart plotting life-cycle cost against CO2 emissions: each point is one optimized scenario, the curve shows the cost-carbon trade-off

Pareto scenario comparison

Every optimized scenario plotted on cost vs. CO2 in one chart, so the trade-off curve is visible at a glance.

Sympheny GIS district view showing energy hub locations plotted on a map of a neighborhood

GIS hub views

Map-based views of energy hubs in their geographic context for stakeholder review and public communication.

Simplified Sympheny Sankey energy-flow diagram ready for export to image or vector format

Image & SVG exports

Charts, GIS views and Sankey diagrams export as image or vector files for direct use in presentations and slides.

API & enterprise

Automate, extend and deploy Sympheny

For teams running many studies, or for an enterprise or federal program building Sympheny into its own environment, a REST API, developer tooling and enterprise deployment options expose the platform programmatically.

REST API (available in the app)

Programmatic access to projects, scenarios, optimization runs and results, for automation, batch studies and internal tooling.

EnyTool

Scripting and advanced workflow tooling for teams that want to drive Sympheny from notebooks or build repeatable analysis pipelines.

Single sign-on (SSO)

SAML / OIDC SSO for enterprise customers, so Sympheny access runs through the identity provider your organization already uses.

Webhooks & exports

Trigger downstream systems when an optimization run completes, or schedule recurring exports of results into your own data stack.

Enterprise & federal deployment

For larger programs, Sympheny offers enterprise deployment options including US regions and US data residency, SSO and dedicated project workspaces. Talk to us about what a specific program or agency environment requires.

SAP

Connects Sympheny's energy model outputs to SAP enterprise energy and asset management workflows.

Need a specific dataset or system in the model?

Tell us the data sources, tools or workflows you want Sympheny to fit into, whether that's your ISO/RTO market, a specific utility's tariffs, or your own asset and meter data. We'll tell you what we can bring in today and what's on the roadmap.

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See Sympheny in your stack.

Book a 30-minute live demo and we'll walk through how Sympheny fits with the US data and tools your team already uses.