MAchine Learning ENvironment (Social, Governance and Impact) Analyst (IFC-605298)

Financial Institutions
  • International Finance Corporation (IFC)
International, regional and national development finance institutions. Many of these banks have a public interest mission, such as poverty reduction.
Project Status
Active
Stage of the project cycle. Stages vary by development bank and can include: pending, approval, implementation, and closed or completed.
Bank Risk Rating
U
Environmental and social categorization assessed by the development bank as a measure of the planned project’s environmental and social impacts. A higher risk rating may require more due diligence to limit or avoid harm to people and the environment. For example, "A" or "B" are risk categories where "A" represents the highest amount of risk. Results will include projects that specifically recorded a rating, all other projects are marked ‘U’ for "Undisclosed."
Voting Date
May 9, 2021
Date when project documentation and funding is reviewed by the Board for consideration and approval. Some development banks will state a "board date" or "decision date." When funding approval is obtained, the legal documents are accepted and signed, the implementation phase begins.
Sectors
  • Industry and Trade
  • Technical Cooperation
The service or industry focus of the investment. A project can have several sectors.
Investment Type(s)
Advisory Services
The categories of the bank investment: loan, grant, guarantee, technical assistance, advisory services, equity and fund.
Investment Amount (USD)
$ 3.00 million
Value listed on project documents at time of disclosure. If necessary, this amount is converted to USD ($) on the date of disclosure. Please review updated project documents for more information.
Primary Source

Original disclosure @ IFC website

Updated in EWS Oct 24, 2022

Disclosed by Bank Jun 30, 2022

Contribute Information
Can you contribute information about this project?
Contact the EWS Team

Project Description
If provided by the financial institution, the Early Warning System Team writes a short summary describing the purported development objective of the project and project components. Review the complete project documentation for a detailed description.

Emerging market investors are hampered by the lack of reliable ESG data about project and company risks and the analytical capacity to identify these ESG issues. The data needed to address this gap generally exists publicly via news articles, sustainability reports, and bond prospectuses. However, these text sources are hard to compare and require technical expertise to analyze comprehensively.

MALENA is an Artificial Intelligence (AI)-powered analytics platform and virtual analyst created by IFC to increase analytical capacity to assess ESG risks. MALENA is a natural language processing algorithm and is trained using IFC’s historical ESG, climate, and gender datasets to extract meaningful insights from text data and thereby increase productivity and build investor confidence. Additionally, MALENA leverages the expertise of IFC’s ESG experts through the use of active learning to support model training and performance.

The project activities comprise:

1) At the firm level, providing access to MALENA, as well as guidance and training to assist investors in conducting ESG analysis of pipeline and portfolio investments, rapidly and at scale;

2) At the sector level, promoting the use of impact and ESG analytics through MALENA.

Investment Description
Here you can find a list of individual development financial institutions that finance the project.

Contact Information
This section aims to support the local communities and local CSO to get to know which stakeholders are involved in a project with their roles and responsibilities. If available, there may be a complaint office for the respective bank which operates independently to receive and determine violations in policy and practice. Independent Accountability Mechanisms receive and respond to complaints. Most Independent Accountability Mechanisms offer two functions for addressing complaints: dispute resolution and compliance review.

Project contacts not provided at the time of disclosure.

 

ACCESS TO INFORMATION

You can submit a request for information disclosure at: https://disclosures.ifc.org/#/inquiries

If you believe that your request for information from IFC has been unreasonably denied, or that this Policy has been interpreted incorrectly, you can submit a complaint at the link above to IFC's Access to Information Policy Advisor, who reports directly to IFC's Executive Vice President.

ACCOUNTABILITY MECHANISM OF IFC/MIGA

The Compliance Advisor Ombudsman (CAO) is the independent complaint mechanism and fact-finding body for people who believe they are likely to be, or have been, adversely affected by an IFC or MIGA- financed project. If you submit a complaint to the CAO, they may assist you in resolving a dispute with the company and/or investigate to assess whether the IFC is following its own policies and procedures for preventing harm to people or the environment. If you want to submit a complaint electronically, you can email the CAO at CAO@worldbankgroup.org You can learn more about the CAO and how to file a complaint at http://www.cao-ombudsman.org

How it works

How it works