LLM-ready deterministic retrieval
Provides API-driven access to S&P Global data for LLMs and agents, with deterministic retrieval that returns the same answer for the same question.
Kensho
Kensho는 데이터 검색과 AI용 데이터 변환을 지원하고, 신뢰할 수 있는 데이터를 LLM, 에이전트, 맞춤형 앱에 연결하는 S&P Global의 엔터프라이즈 AI 엔진입니다.
Kensho란 무엇인가요?
Kensho is S&P Global’s AI engine for enterprise data retrieval and AI-ready data transformation. It combines retrieval APIs, document and entity intelligence, and transcription tools to help business and finance teams connect trusted S&P Global data to LLMs, agents, and other AI workflows.
The product suite is organized around two main jobs: delivering the right data to AI applications and preparing complex source material so it can be used reliably downstream. The LLM-ready API is designed for deterministic retrieval, while core AI capabilities such as Kensho Extract, Link, Scribe, and NERD turn PDFs, company records, audio, and unstructured text into structured outputs.
Kensho(으)로 무엇을 할 수 있나요?
Flexible AI integration
Supports ChatGPT and Claude natively, and can also be embedded in custom AI applications or connected through MCP-compatible tooling.
Cited and traceable outputs
Returns cited, auditable answers grounded in S&P Global sources, with links back to original filings where available.
PDF extraction
Converts unstructured PDFs into machine-readable data, preserving complex page layouts across text, tables, and figures.
Entity linking at scale
Matches company data to S&P Global IDs and global identifiers at scale, even when source data is messy or incomplete.
Transcription and text enrichment
Offers financial audio transcription and entity disambiguation tools for structured enrichment of complex business data.
사용 사례
“Company analysis”
Use the LLM-ready API to retrieve company financials, segment revenue, consensus estimates, and other structured data for analysis across public and private companies.
“Qualitative research”
Surface themes, executive commentary, and transcript details from earnings calls and company profiles to support research workflows.
“Market and valuation analysis”
Track pricing trends, valuation metrics, peer benchmarks, and risk signals for equity research or pitch book development.
“Document extraction and normalization”
Convert PDFs, tables, and figures into machine-readable data for downstream modeling, search, and document workflows.
“Entity resolution and enrichment”
Map messy company records, transcriptions, or text entities to structured identifiers to improve matching, enrichment, and agentic workflows.
자주 묻는 질문
What is Kensho used for?
Kensho provides AI infrastructure and data retrieval solutions for enterprise workflows in business and finance. Its LLM-ready API and core AI capabilities help teams access, structure, and enrich S&P Global data for AI applications.
How does the LLM-ready API integrate with AI tools?
The LLM-ready API supports deterministic retrieval for LLMs and agents, with native support for ChatGPT and Claude and the ability to embed the API in custom AI applications. Kensho also offers an MCP connector and a Python library for builders.
What are Kensho's core AI capabilities?
Kensho Extract converts unstructured PDFs into machine-readable data, Kensho Link maps company data to S&P Global IDs and global identifiers, Kensho Scribe transcribes financial audio, and Kensho NERD links entities in text to structured knowledge bases.
Who typically uses Kensho?
Kensho's solutions are aimed at enterprise AI use cases in finance, such as company analysis, qualitative research, market performance analysis, investment banking workflows, transcript intelligence, and document extraction.
How much does Kensho cost?
The official product pages direct users to contact Kensho or visit S&P Global Marketplace. They do not publish a standard price list or confirm an ongoing free tier; access, fees, and contract terms should be confirmed with the provider.
주요 정보
- Category
- Enterprise AI / Data Retrieval
- Primary users
- Business and finance teams, AI builders, and enterprise engineering teams
- Core products
- LLM-ready API, Kensho Extract, Kensho Link, Kensho Scribe, Kensho NERD
- Deployment fit
- LLMs, AI agents, and custom AI applications
- Source domain
- kensho.com
- Pricing
- Not publicly specified on the provided pages
Kensho 트래픽 분석
트래픽 데이터는 참고용으로만 확인하세요.
- 도메인 평점
- 70