CarbonGPT

Competitive Landscape

Product Req

Platforming

Generative AI

Architecture

Onboarding

Scaling and GTM strategy

Business models

Product Engineering

Explore

Platforming

Enterprise features

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Multi-Tenancy

Support multiple customer accounts/organizations within one platform

Subdomain vs. Subdirectory; https://org.carbongpt.ai

Separate data models and permissions for each customer

Custom branding and configurations per tenant

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User Management

Invite/add members to an organization

Admins can manage users & roles (permissions/RBAC)

Single sign-on (SSO) integration?

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Seamless data integration/acquisition

Better experience manual data upload

Integrity checking on the upload, fix the column and missing values

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Billing & Payments

Usage-based pricing models

Integrate payment gateway

Flexible billing cycles (monthly/annual)

Support trials and discounts

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Analytics

Adoption tracking with cohorts

Usage metrics and funnel analysis

Custom analytics events and tracking

No-code analytics product?

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Customization

White-labeling options

Custom fields/properties per organization

Extend platform via API integrations

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Compliance

GDPR, SOC2, ISO compliance

Encryption, access controls, audit logs

Anonymization for reports

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Automation

Triggers and scheduled tasks

Programmatically create resources

Email/notification automation

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Reporting

Automated report generation based on configurations

Flexible output formats (PDF, CSV, Excel etc)

Schedule and email reports to stakeholders

Custom branding on reports

Save generated reports to cloud storage (Google Drive, OneDrive etc)

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ERP Integrations

Built-in connectors to common ERPs like NetSuite, SAP, Oracle

API integrations to sync data with other systems

Shared master data between systems

Automated data transfers on schedule

Unified analytics spanning systems

Access carbon emissions from financial transactions

Other Enterprise can be considered

Role-Based Access Control (RBAC)

Audit Trail and Compliance Logging

Data Ownership and Access Control

Single Sign-On (SSO) Integration

Enterprise-Level Security

Advanced Reporting and Analytics

Description: Offer advanced reporting and analytics features, including customizable dashboards, data visualization tools, and the ability to generate custom reports based on enterprise-specific KPIs.

Example: An enterprise needs to create customized ESG reports for its investors.

Use Case: The platform offers advanced reporting tools, allowing the enterprise to generate tailored reports with specific KPIs and visualizations.

Scalability and High Availability for large corp

Design the platform architecture to be highly scalable to accommodate the needs of large enterprises. Implement load balancing and redundancy to ensure high availability.

Example: During peak reporting periods, the platform experiences high user activity.

Use Case: Scalability ensures that the system can handle increased loads, while high availability minimizes downtime, ensuring uninterrupted access for users.

Data Integration and Import/Export

Facilitate easy data integration with enterprise systems, allowing the seamless import and export of data to and from the platform. Support common data formats and APIs.

Example: An enterprise uses a third-party sustainability data provider.

Use Case: CarbonGPT allows easy integration with this provider's data, automatically importing relevant information for ESG reporting.

Data Retention Policies

Define data retention policies that align with enterprise data governance requirements. Provide options for data archiving and purging.

Example: To comply with data retention regulations, an enterprise defines policies to archive ESG data older than two years.

Use Case: The platform automatically archives and purges data according to these policies.

User Training and Support

Offer training resources and dedicated support for enterprise customers to ensure they can effectively use the platform and resolve any issues promptly.

Example: A new team within an enterprise is responsible for ESG reporting.

Use Case: The platform offers training resources and dedicated support to help team members get up to speed and resolve any issues.

Customization and Extensibility

Allow enterprises to customize the platform to meet their specific needs through extensions, plugins, or custom modules.

Example: An enterprise in the renewable energy sector requires custom ESG metrics specific to their industry.

Use Case: The platform allows them to create custom data fields and calculations to meet their unique reporting needs.

Core features

Accounting and auditing features

GHG inventory management

Scope 1, 2, 3 emissions tracking

S1: Direct emissions from company-owned/controlled sources

S2: Indirect emissions from purchased electricity/steam/heating/cooling

S3: All other indirect emissions from sources not owned or controlled by the company

Real-time emissions monitoring

Historical emissions analysis

Goal and target setting

Emissions forecasting

Carbon offset integration

Customized reporting

Investor relations support

Regulatory compliance tracking

Data Acquisition

Manual entry

Company details

Base year emissions

Emissions factors

Reduction targets

Carbon offset purchases

Integrations

Cloud accounting platforms (for spend data)

Financial systems (spend data)

Building management systems (for energy data)

Fleet telematics (for transport emission data)

Supply chain data

Travel systems

IoT sensors

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Data Processing

Validation - identify outliers, duplicate entries, gaps

Normalization - handle inconsistent units, formats

Modeling - estimate missing data, map categories

Calculation - apply emissions factors, quantify by scope

Visualizations and Reporting

Interactive emissions dashboards

Charts - time series, breakdowns, KPI tracking

Scenario modelling

Custom reports

Investor presentations

Regulatory disclosures (CDP, SASB, TCFD etc.)

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