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Big world.
Carbon Accounting & Emission Tracking Platforms (Python + AI + Dashboards)
Carbon accounting and emissions tracking with Python, AI & dashboards. PySquad automates data, gives real-time insights, and produces compliance-ready reports.
Built around your operation
- Enterprises tracking carbon emissions and sustainability metrics
- Companies reporting Scope 1, 2, and 3 emissions
- Organizations preparing for ESG compliance and audits
The business case
Reduced manual effort through automation
Clear visibility into emissions and reduction opportunities
Improved compliance with sustainability standards
Results depend on scope, integrations and adoption.
The operating context
A clearer view of the whole operation.
Carbon accounting has become essential for regulatory compliance and sustainability goals. However, most organizations still rely on manual processes and fragmented data, making emissions tracking complex, time-consuming, and unreliable.
Where friction builds
Why carbon emissions data is difficult to collect and trust
Carbon accounting requires data from many parts of the organization, but those sources are rarely standardized. Energy usage, fuel consumption, travel, procurement, and supplier information may sit in different systems and use different units, formats, and reporting periods. Manual calculations and disconnected spreadsheets make it harder to maintain consistent emissions boundaries and trace how reported values were produced. Missing data, inconsistent activity records, and limited visibility into calculation assumptions can create additional work for sustainability teams and make reporting difficult to validate.
- Using spreadsheets for emissions tracking
- Manual mapping of activities to emission scopes
- Disconnected data across multiple systems
- Limited visibility into emissions trends
- Inaccurate and inconsistent carbon reports
- High manual effort and time consumption
- Difficulty meeting compliance requirements
- Limited insight into reduction opportunities
Inside the solution
The capabilities behind the operation.
Review the functional scope, then discuss the requirements specific to your team.
Automated data ingestion
Collect data from IoT meters, ERPs, APIs, and files into a unified system
Emissions calculation engine
Apply standardized factors to compute Scope 1, 2, and 3 emissions
AI data validation
Detect anomalies and fill gaps using machine learning models
Interactive dashboards
Visualize emissions trends, hotspots, and KPIs in real time
Scenario modelling
Simulate reduction strategies and measure impact over time
Audit and compliance tools
Maintain data lineage, logs, and exportable reports for audits
From requirements to implementation
Grounded in the way your team works.
How we work- 01
Map data sources and define emissions boundaries
- 02
Design data pipelines and calculation frameworks
- 03
Build dashboards and validation systems
- 04
Enable reporting, compliance, and scenario modelling
Our approach
We build end-to-end carbon accounting platforms that automate data ingestion, standardize calculations, and provide clear dashboards. Our systems focus on accuracy, traceability, and making emissions data easy to understand and act on.
Make an informed decision
Is this the right fit?
The right solution starts with the right operating requirements.
Check the fit with usDesigned for
- Enterprises tracking carbon emissions and sustainability metrics
- Companies reporting Scope 1, 2, and 3 emissions
- Organizations preparing for ESG compliance and audits
- Teams managing energy, travel, and procurement data
- Businesses building data-driven sustainability strategies
May not be suitable for
- Businesses without carbon tracking requirements
- Teams relying on basic manual reporting only
- Projects without structured data sources
- Organizations not focused on sustainability compliance
Trusted by clients worldwide
See it on your workflows
Discuss your requirementsWalk through the solution with your operation in mind.
Before you decide
Questions worth asking.
Ask something elseWhich emissions scopes do you support?
We support Scope 1, 2 and 3 calculations, including configurable rules for company-specific boundaries.
Can you connect to my existing meters and ERP?
Yes. We integrate with common IoT meters, DBs, ERPs, and accept CSV uploads and APIs.
How do you handle missing or noisy data?
Our ML models estimate missing values and flag anomalies while keeping an auditable trail of assumptions.
Is the platform audit-ready for regulators or auditors?
Yes. We produce traceable calculations, exportable reports, and maintain data lineage for audits.
How long does a typical pilot take?
A focused pilot with core integrations and dashboards can be delivered in 3–6 weeks depending on data availability.
Start with your requirements
Let’s define your next step.
Tell us what needs to work better, the systems you use, and the scope you have in mind.
Discuss your requirementsShare your requirements through our enquiry form.A little closer, wherever you are
Big world.
Close partnership.
Good work travels. We bring product engineering, AI and Odoo ERP to the conversation, and make room for your way of working.
01 / BaseAhmedabadIndia, remote
02 / ApproachOne shared planDiscovery to delivery
03 / ConnectionBuilt around youAgreed meeting rhythm