Kensho AI Toolkit

The Kensho AI Toolkit is a powerful suite of machine learning-powered services developed by Kensho, a subsidiary of S&P Global. It is engineered to help organizations, particularly those in the financial sector, solve complex data challenges by transforming unstructured data into structured, actionable insights. The toolkit comprises four distinct yet complementary services: Kensho Scribe, Kensho NERD, Kensho Link, and Kensho Extract, each targeting a specific data processing need.

Kensho Scribe is a state-of-the-art speech-to-text transcription service, specifically optimized for the nuances of financial and business audio. It excels at transcribing challenging real-world audio, such as earnings calls, investor meetings, and internal communications, with remarkable accuracy and speed.

Kensho NERD (Named Entity Recognition and Disambiguation) is a tool that systematically identifies and categorizes key entities within a body of text. It can pinpoint companies, people, locations, events, and more, and connect them to established databases like S&P's Capital IQ or Wikimedia, enabling deeper analysis and content connectivity.

Kensho Link addresses the common problem of messy, inconsistent company data. It intelligently matches your internal company records to S&P Global's authoritative Company IDs, enriching your data and allowing you to leverage the vast resources of S&P Global's datasets.

Kensho Extract automates the tedious process of pulling information from complex PDF documents. It can accurately extract data from both text and tables, even in inconsistent formats, and standardize it for downstream analysis, saving countless hours of manual work.

How to use Kensho AI Toolkit

Getting started with the Kensho AI Toolkit is straightforward. Users can sign up for a free trial which provides access to all four services with generous usage limits. The process typically involves:

1. Sign Up: Create an account on the Kensho services portal using a work email to begin your free trial.
2. Select a Service: Choose the tool that fits your needs (Scribe, NERD, Link, or Extract).
3. Input Your Data: For Scribe, you upload your audio files. For NERD, you provide the text you want to analyze. For Link, you input your list of company names or other identifiers. For Extract, you upload the PDF documents.
4. Process and Receive Output: The AI service processes your input in seconds. Scribe returns a highly accurate transcript. NERD provides annotated text with identified entities. Link returns a list of probable matches with S&P Global Company IDs. Extract delivers structured data from your PDFs.
5. Integrate and Analyze: The structured output can be directly analyzed or integrated into your existing workflows, databases, and analytical platforms via API for automated, large-scale processing.

Core Features of Kensho AI Toolkit

• Kensho Scribe: Provides a 25-point increase in accuracy over generic transcription services for financial audio. Processes 2 minutes of audio in under a second.
• Kensho NERD: Identifies and links nearly 100 million unique entities to Capital IQ or Wikimedia. Annotates thousands of words in seconds to streamline research.
• Kensho Link: Matches company data to S&P Global Company IDs without needing a pre-trained model. Provides confidence scores for each match and works even with minimal input like just a company name.
• Kensho Extract: Extracts and standardizes data from tables and text within complex PDFs. Flattens and structures information for easy downstream use.
• Enterprise-Grade Security: Backed by S&P Global, ensuring data is handled with the highest standards of security and privacy.

Use Cases for Kensho AI Toolkit

The toolkit is versatile and valuable across various industries, especially finance:

• Financial Analysis: Automatically transcribe earnings calls and investor presentations (Scribe), extract key company and executive mentions from news articles (NERD), clean and map a portfolio of company names to official identifiers (Link), and extract financial statements from annual reports (Extract).
• Research & Intelligence Gathering: Supercharge research workflows by quickly processing and interconnecting information from audio, text, and document sources.
• Data Management: Automate data ingestion pipelines, transforming unstructured sources into clean, structured data ready for your data warehouse or analytics platform.
• Content Discovery & Recommendation: Improve internal search results, content recommendations, and document routing by understanding the entities within your documents.

Advantages of Kensho AI Toolkit

The primary advantage of the Kensho AI Toolkit lies in its specialized, high-accuracy models and its deep integration with S&P Global's proprietary data. This combination provides unparalleled context and data quality, especially for financial applications. It saves significant time and resources by automating manual data processing, reduces human error, and unlocks new analytical possibilities by structuring previously inaccessible data. Its speed and scalability make it suitable for handling the massive data volumes typical of large enterprises.

Pricing and Plans

Kensho AI Toolkit operates on a freemium model. It offers a comprehensive free trial for new users to experience the power of its services:

• Scribe: 150 minutes of free audio transcription.
• NERD: 500 pages of free entity annotation.
• Link: 500 rows of free database linking.
• Extract: 500 pages of free data extraction.

For usage beyond the free trial and for enterprise-level deployment, Kensho offers custom pricing plans. Prospective customers are encouraged to contact the Kensho sales team to get a quote tailored to their specific volume and integration needs.