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Briink's ESG Doc chat allows you to interact in real time with ESG and Sustainability documents, including Annual Reports, human rights policies, and any other document containing information about a company's approach to environmental, social, economic (ESG) and governance issues.

You can use the ESG Doc Chat by simply uploading documents, and submitting questions about its contents to extract the data you need. The chatbot will generate answers to your questions based on the information contained in the document. The chatbot additionally provides sources to each answer, so that you can audit the output provided and reference your analytical work.

With ESG Doc Chat, you can upload and ask questions about multiple documents from the same company. This is useful if you want, for example, collect or track environmental, social or governance metrics or KPIs across different documents.

🚨 IMPORTANT: Running an assessment on multiple documents that do not pertain to the same company is not recommended, as it might lead to inaccurate and misleading results.

Briink helps with ESG reporting by automating the most time-consuming parts of the workflow, especially data collection, structuring, and questionnaire completion. So teams can focus on analysis and decision-making.

Many of our clients have used our AI technology to significantly streamline their ESG data collection efforts for the purpose of ESG reporting.

Currently, Briink does not help with end-to-end reporting.

You can learn more about how clients like Coller Capital, one of the largest global investors in the private capital secondary market, have successfully adopted Briink's AI solutions to gather more granular understanding of their exposure to ESG assets, which they have then used to evidence their EU Taxonomy reports.

Briink helps teams prepare for ESG ratings such as CDP, EcoVadis, S&P and others by automating data collection and questionnaire workflows.

The platform extracts relevant ESG data from existing documents and pre-fills rating questionnaires with structured, source-backed answers. It also identifies gaps against specific rating requirements, helping teams understand what’s missing and improve their submissions.

By reducing manual work and increasing consistency, Briink enables faster, more accurate, and audit-ready responses across multiple ESG ratings.

Briink can process and analyze web pages.

When a website URL is copy-pasted to Briink, a PDF version of the webpage is generated automatically.

Briink can also find relevant ESG content across multiple web pages. Just navigate to the Web Scanner in your Briink Document collection!

Looking to screen documents for several companies at the same time? Use our Batch Screener.

Briink supports over 85 languages (listed below)! This means you can :

• Upload documents in different languages

• Write questions in different languages

• Ask our models to respond in different languages (via the instructions feature)

The only small clarification here is that currently Briink primarily does its model benchmarking and ensures our model quality with english language data sets so cannot determine with the same level of certainty the quality of responses in other languages. However, based on feedback from our clients and partners, Briink's performance and results remain strong in many other languages.

Full list of supported languages:

1. Albanian, Albania
2. Arabic, Arab World
3. Armenian, Armenia
4. Awadhi, India
5. Azerbaijani, Azerbaijan
6. Bashkir, Russia
7. Basque, Spain
8. Belarusian, Belarus
9. Bengali, Bangladesh
10. Bhojpuri, India
11. Bosnian, Bosnia and Herzegovina
12. Brazilian Portuguese, Brazil
13. Bulgarian, Bulgaria
14. Cantonese (Yue), China
15. Catalan, Spain
16. Chhattisgarhi, India
17. Chinese, China
18. Croatian, Croatia
19. Czech, Czech Republic
20. Danish, Denmark
21. Dogri, India
22. Dutch, Netherlands
23. English, United Kingdom
24. Estonian, Estonia
25. Faroese, Faroe Islands
26. Finnish, Finland
27. French, France
28. Galician, Spain
29. Georgian, Georgia
30. German, Germany
31. Greek, Greece
32. Gujarati, India
33. Haryanvi, India
34. Hindi, India
35. Hungarian, Hungary
36. Indonesian, Indonesia
37. Irish, Ireland
38. Italian, Italy
39. Japanese, Japan
40. Javanese, Indonesia
41. Kannada, India
42. Kashmiri, India
43. Kazakh, Kazakhstan
44. Konkani, India
45. Korean, South Korea
46. Kyrgyz, Kyrgyzstan
47. Latvian, Latvia
48. Lithuanian, Lithuania
49. Macedonian, North Macedonia
50. Maithili, India
51. Malay, Malaysia
52. Maltese, Malta
53. Mandarin, China
54. Mandarin Chinese, China
55. Marathi, India
56. Marwari, India
57. Min Nan, China
58. Moldovan, Moldova
59. Mongolian, Mongolia
60. Montenegrin, Montenegro
61. Nepali, Nepal
62. Norwegian, Norway
63. Oriya, India
64. Pashto, Afghanistan
65. Persian (Farsi), Iran
66. Polish, Poland
67. Portuguese, Portugal
68. Punjabi, India
69. Rajasthani, India
70. Romanian, Romania
71. Russian, Russia
72. Sanskrit, India
73. Santali, India
74. Serbian, Serbia
75. Sindhi, Pakistan
76. Sinhala, Sri Lanka
77. Slovak, Slovakia
78. Slovene, Slovenia
79. Slovenian, Slovenia
80. Ukrainian, Ukraine
81. Urdu, Pakistan
82. Uzbek, Uzbekistan
83. Vietnamese, Vietnam
84. Welsh, Wales
85. Wu, China

Setting a language in the ESG questionnaire assistant with user instructions

Another way to change the language of your outputs is to use the "user instructions" feature in the ESG questionnaire assistant.

This can be especially useful when you have a questionnaire in English, but need to generate answers in another language.

Please note, this feature is currently only available for Briink's ESG Questionnaire Assistant.

You can learn more about how user instructions work in the dedicated article.

Briink is powered by a combination of our own proprietary tech and large foundation models (LLMs) like OpenAI's GPT to increase the models' performance on ESG data.

However, we are constantly exploring other models, including Open Source models. If you any other questions about our models, or about our models' security and safety, please reach out to product@briink.com or security@briink.com. We'll be more than happy to answer!

Briink uses AI in a way that prioritises efficiency, low environmental impact, and strong governance. We apply a “right-sized” approach—using lightweight models for simpler tasks and more advanced models only when necessary—to minimize energy consumption.

Rather than training large models from scratch, we build on existing foundation models and enhance them with our own ESG-specific logic, reducing resource use while maintaining high-quality results. Our platform is hosted on low-carbon cloud infrastructure, and all AI systems are governed by a Responsible AI Use Policy to ensure they are used safely, ethically, and in line with regulations.