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DEISO GHG Kata

GHG emission-factor estimation software

DEISO GHG Kata

Emission factors where none exist.

When a suitable greenhouse gas emission factor cannot be found, DEISO GHG Kata works from the process itself. Chemistry, fuels, heat, electricity and other relevant process inputs become the basis for a traceable emission-factor estimate.

Instead of stopping at a missing database value or relying only on a distant proxy, DEISO GHG Kata gives you a structured path from process data to a result you can inspect, compare and refine.

First-principles estimation Calculation steps exposed Uncertainty quantified

In-house software developed by DEISO LLC.

The problem DEISO GHG Kata solves

When the emission factor does not exist, the analysis should not stop.

Industrial carbon modelling often reaches the same barrier: the process exists, but a suitable emission factor does not.

Specialty chemicals, local materials, new production routes and new plant designs are not always represented in conventional emission-factor databases. The usual response is to search for the closest available proxy.

But a proxy describes another process. DEISO GHG Kata takes a different route. It works from the process itself and calculates from chemistry, fuels, heat, electricity and other relevant inputs that create the emissions.

DEISO Kata turns missing emission-factor data from a modelling dead end into a structured estimation workflow.

What changes

Move from assumption to an explainable estimate

See every calculation step DEISO GHG Kata shows the values and calculation path behind the result so each step can be reviewed.
Quantify uncertainty Results include the estimate, standard deviation and a 95% interval rather than presenting one number without context.
Improve the estimate with plant data Replace typical assumptions with your own process figures to narrow uncertainty around the result.
Process inputs DEISO GHG Kata can work from
Chemistry Fuels Heat Electricity Materials Leaks
Go beyond database coverage Estimate products and processes where a suitable published emission factor is unavailable.
Work from the process Build the estimate from physical and chemical inputs instead of relying only on a distant proxy.
Understand the result DEISO GHG Kata exposes the calculation path and uncertainty behind the emission factor.
Core capabilities

One GHG estimation engine. From missing factor to advanced analysis.

DEISO GHG Kata combines emission-factor generation, uncertainty analysis, sensitivity testing, Monte Carlo simulation, bulk estimation, reporting and direct openLCA integration inside one technical workflow.

Generate GHG emission factors where none exist

Build an emission-factor estimate from the process itself when a suitable database factor is unavailable. DEISO GHG Kata works from chemistry, fuels, heat, electricity and other relevant process inputs.

Replace the missing-factor gap with a process-based estimate.

Sensitivity Analysis — identify which inputs drive the GHG result

Change each input by 10%, 20% or its own standard deviation and run the complete calculation again. The resulting chart shows which variables have the greatest influence on the emission factor.

See where better plant data can change the result most.

Monte Carlo Simulation — quantify the full range of possible GHG results

Run the case 1,000, 10,000 or 50,000 times while all relevant inputs vary within their uncertainty. See the mean, median, percentiles and the shape of the resulting distribution.

Move beyond one estimate and understand the distribution around it.

Write generated processes and emission factors directly to openLCA

DEISO GHG Kata creates a new process directly in the open openLCA database, with the product as output and the calculated greenhouse gases written as emissions to air.

No intermediate manual file import is required for the openLCA write.

Generate and email GHG analysis reports directly from DEISO GHG Kata

Turn results, Sensitivity Analysis and Monte Carlo simulation into reports that preserve the analytical detail behind the work. Prepare the report for email without rebuilding the analysis in another application.

Move from technical analysis to client-ready communication faster.

Bulk process import — estimate GHG emissions for many cases at once

Load many complete processes from one batch file and run them together. Use it for product ranges, alternative fuels, process variants or large sets of cases that would be inefficient to build and run one by one.

Scale DEISO GHG Kata from one process to an entire portfolio of cases.

Trace every GHG calculation step, assumption and source contribution

Inspect the equations and values used by the engine, see where emissions originate and review the assumptions that affect the estimate instead of receiving only one unexplained final number.

Make the estimate easier to review, challenge and refine.

Quantify uncertainty and compare estimates with real or database values

Read the emission factor with its standard deviation and 95% interval, then compare the estimate with plant measurements or database values to see whether the reference falls inside or outside the expected range.

Know not only the estimate, but how strongly the evidence supports it.
Built for more than one estimate

DEISO GHG Kata can generate the missing factor, run a portfolio of processes, identify the variables that matter, simulate uncertainty, compare against reference data, create reports and place the generated process directly into openLCA — without breaking the work into a chain of disconnected tools.

Where DEISO GHG Kata fits

Built for the industrial processes emission-factor databases do not cover well.

DEISO GHG Kata is most useful when the process is real but the emission factor is missing, too generic or based on a process that does not represent what you actually operate.

Specialty chemicals with no suitable database emission factor

Model chemical processes from feed, product yield, reactions, energy use and other relevant inputs when the exact chemical or production route is missing from conventional datasets.

Estimate the process you actually operate instead of substituting a distant proxy.

Local materials that are not represented by global datasets

Build an emission-factor estimate for locally produced materials when available databases describe another geography, another technology or a materially different production route.

Replace geographic approximation with process-specific information.

New plant designs before a published emission factor exists

Estimate a proposed process from its expected chemistry, fuels, heat, electricity and operating assumptions before an established dataset exists for the plant configuration.

Put a GHG estimate around a process before database coverage catches up.

Lime, cement, glass and ceramic processes with reaction emissions

Combine reaction chemistry with process heat, fuels and electricity for carbonate-based and other high-temperature processes where emissions come from both energy use and the material itself.

Keep process emissions and energy emissions inside one estimation model.

Plant fuel gases, residues and unusual fuels outside standard libraries

Use measured carbon content and heating value for fuels that are not represented by a standard library, including plant fuel gas and special residues.

Model the fuel composition you actually burn.

Product ranges, fuel alternatives and process scenarios at scale

Run many cases together to compare a product range, the same process with different fuels or multiple process configurations without rebuilding each case one by one.

Move from one estimate to portfolio-level comparison.
73 Ready-made demo cases across industries are included in the application.
The common thread

If you can describe how the process works, what it consumes and what it produces, DEISO GHG Kata can build the estimate from the process rather than waiting for a ready-made factor to appear in a database.

Product interface

See DEISO GHG Kata in action

Explore the workflow from process inputs and GHG estimation to uncertainty analysis, Monte Carlo simulation and results.

From estimate to decision

The emission factor is the beginning of the analysis, not the end.

DEISO GHG Kata takes the generated emission factor through uncertainty, sensitivity testing, simulation, comparison and reporting so the result can be understood before it is used.

1 Result

Start with the generated GHG emission factor

Read the estimated greenhouse gas emissions per functional unit and see the contribution of each source that created the final result.

One result, with the process behind it still visible.
2 Uncertainty

Quantify the uncertainty around the GHG estimate

Review the standard deviation and 95% interval alongside the estimate, so uncertainty is visible rather than hidden behind one apparently exact number.

See how precise the estimate is before using it.
3 Sensitivity analysis

Identify the inputs that have the strongest effect on the result

Change process inputs and rerun the full calculation to reveal which variables move the emission factor most.

Know where better plant data can improve the estimate most.
4 Monte Carlo simulation

Explore the distribution of possible GHG results across thousands of runs

Vary the relevant inputs within their uncertainty and recalculate the process repeatedly to see the spread, percentiles and shape of possible outcomes.

Understand the distribution around the estimate, not only its centre.
5 Reference comparison

Compare the estimate with plant measurements or database values

Place a reference factor beside the generated result and see where it falls against the estimate and its uncertainty range.

Large differences can point to missing inputs or a genuinely different process.
6 Report and communicate

Generate reports and prepare the analysis for email

Turn the result, sensitivity analysis or Monte Carlo simulation into shareable outputs for technical review, internal communication or client work.

Move from analysis to communication without rebuilding the result.
Use the result anywhere

Carry DEISO GHG Kata results into other software and workflows

Use the generated emission factor manually in other LCA, carbon-accounting, spreadsheet or modelling software whenever that is the preferred workflow.

Direct openLCA connection

Write the generated process directly into the widely used openLCA software for life cycle assessment

DEISO GHG Kata can create the process directly in the open openLCA database, with the product as output and the calculated greenhouse gases written as emissions to air — without an intermediate manual file import.

Client version available

Run DEISO GHG Kata inside your own working environment.

DEISO GHG Kata gives teams a desktop working environment for building cases, analysing results, keeping project history and controlling where working data, exports and backups are stored.

Keep DEISO GHG Kata working data on your computer

Cases and working data are stored in the application data folder on the computer running DEISO GHG Kata rather than being automatically transferred to DEISO.

Work with process information inside your own computing environment.

Use optional sync through the cloud folder you choose

When sync is required, DEISO GHG Kata can use a folder you select in services such as OneDrive, Dropbox or Google Drive. Cases, history, comparisons and related working information can then remain aligned between computers using that folder.

You choose the location used for synchronisation.

Create snapshots before important changes

DEISO GHG Kata can keep a copy of working data at a specific point in time, giving users a restore point before major changes or data restoration.

Keep a recoverable point before changing important project data.

Save backups to a folder under your control

Backups can be written to a folder selected by the user and restored later when required. Backup schedules can also be configured inside DEISO GHG Kata.

Keep an independent recovery copy of your modelling work.

Choose where DEISO GHG Kata export files are saved

Results can be exported to formats such as PDF, Excel and CSV, while the export folder can be selected from the application settings.

Keep generated files in the project or document structure you already use.

Keep cases, result history and reports together

DEISO GHG Kata retains cases and calculation history so teams can return to previous runs, compare work and keep exported outputs connected to the analysis that produced them.

Keep the modelling workflow organised beyond a single calculation.
Client version

DEISO GHG Kata can operate as a client-side working environment where the organisation controls its process data, optional sync location, backups and exported files.

Method and learning

A calculation method you can inspect, learn and apply.

DEISO GHG Kata combines visible calculation logic with detailed technical documentation and built-in learning resources, so users can understand both the result and how the engine reaches it.

Physics, chemistry and recognised GHG methods

Calculations use physical constants, fuel compositions, reaction chemistry, process inputs, IPCC calculation methods, IPCC AR6 GWP values, the GHG Protocol Product Standard and ISO 14067 where applicable.

In-depth DEISO GHG Kata Method Guide

DEISO GHG Kata comes with a dedicated Method Guide covering equations, constants, calculation logic, technical assumptions, worked examples and method validation.

Detailed step-by-step User Guide

A dedicated User Guide walks through the software workflow, process inputs, estimation, results, sensitivity analysis, Monte Carlo simulation, exports, openLCA and other functions.

Built-in interactive Learning Centre

Guidance is available inside DEISO GHG Kata through its searchable Help Centre, helping users find explanations, workflow steps, form fields and technical terminology while working in the application.

Plans and pricing

Choose the DEISO GHG Kata plan for your organisation

Every plan includes every feature. Plans differ only in the number of computers the licence covers. Prices in US dollars, per year.

 TrialFree14 daysRequest a trialRegister or log in to My DEISO
RecommendedProUSD 1,9001 computerContact DEISO 
 TeamUSD 5,900up to 5 computersContact DEISO 
 EnterpriseUSD 1,000per computerContact DEISO 
 Enterprise SiteUSD 29,900from, 26+ computersContact DEISO 
Plan TrialFree14 daysRequest a trialRegister or log in to My DEISORecommendedProUSD 1,9001 computerContact DEISO  TeamUSD 5,900up to 5 computersContact DEISO  EnterpriseUSD 1,000per computerContact DEISO  Enterprise SiteUSD 29,900from, 26+ computersContact DEISO 
The licence key is activated on each computer it covers, and each computer uses one seat. Changing or renaming a computer counts as a new computer; DEISO can move a seat for you.11Up to 56 to 25, as chosen26 or more, as agreed
Time starts when the key is first activated.14 days1 year1 year1 year1 year
Create, import, duplicate and run your own cases. A trial runs only the demo cases shipped with the app.—IncludedIncludedIncludedIncluded
Emission factors from first principles, calculation steps, uncertainty (SD and 95% interval), sensitivity analysis, Monte Carlo simulation, PDF report, Excel, CSV and openLCA export, Sync & Backup, in-app updates, method guide and user manual.With demo casesIncludedIncludedIncludedIncluded
Click i for details. Enterprise is priced per computer: 6 computers USD 6,000 a year, 25 computers USD 25,000.
Trial limitation

The 14-day trial is for evaluation with the demo cases included in the app. Your own processes cannot be created or run with a trial licence.

Start with DEISO GHG Kata

When the emission factor does not exist, build it from the process.

Use DEISO GHG Kata to turn process inputs, energy use and chemistry into a traceable GHG emission factor with visible calculation steps and uncertainty analysis.

Get started

The trial runs the demo case studies included with DEISO GHG Kata. Custom processes require a paid licence.

Contact Info.

English Address:
Level 21 Shiodome Shibarikyu Building
1-2-3 Kaigan, Minato-ku
105-0022 Tokyo, Japan.

Japanese Address:
〒105-0022 東京都港区海岸1-2-3
汐留芝離宮ビルディング21階, 合同会社DEISO.

Phone (JP): /
Phone (EN):
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Email:

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