Data Enrichment: enhance decision-making and business processes with accurate insights

Soleadify is a modern data technology company. Every week, we use AI and NLP to capture and refresh web and social media content on over 70 million active SMBs and private companies in 200 countries and 20 languages. Our technology enables us to convert unstructured content into accessible, actionable data that defines what a company does, what products it produces, what technology it uses and what its ESG profile is. In total, we capture more than 100 attributes of each company. We do all of this at high velocity, capturing new businesses and validating all attributes of existing business every week. The speed of our data collection and the frequency of our refresh cycles enable us to monitor material changes to millions of companies. We deliver our solution through APIs that support two broad uses: searching and data enrichment. Our APIs are easy and quick to implement, increasing the speed to value creation for our partner and end clients. Our high quality data supports a number of use cases including procurement, SMB lending, SMB underwriting and private company market intelligence. We work with a variety of fintech, insuretech, procuretech and large-scale data aggregators in order to reach end clients. To date, we have helped many Tier 1 enterprises including one of Canada's largest banks, a top 10 insurance company that is part of a $15B global organization, and the largest global consulting firm.Soleadify是一家现代化数据科技企业。我们每周依托人工智能（Artificial Intelligence, AI）与自然语言处理（Natural Language Processing, NLP）技术，在全球200个国家、覆盖20种语言的范围内，采集并更新超7000万家活跃中小微企业（Small and Medium Businesses, SMBs）与私营企业的网页及社交媒体内容。我们的技术可将非结构化内容转化为可获取、可落地应用的结构化数据，用以明确企业的经营方向、产品体系、所使用的技术，以及其环境、社会和公司治理（Environmental, Social, Governance, ESG）表现。总体而言，我们可为每家企业采集超过100项属性数据。我们以极快的速度推进全流程工作：每周新增收录企业信息，并对存量企业的全部属性数据进行校验更新。凭借高效的数据采集能力与高频次的更新周期，我们可实时监控数百万企业的重大变更。我们通过应用程序编程接口（Application Programming Interface, API）交付解决方案，支持两大核心应用场景：搜索与数据富集。我们的API集成便捷高效，助力合作伙伴与终端客户更快实现价值创造。我们的高质量数据可覆盖多类业务场景，包括企业采购、中小微企业信贷、中小微企业承保以及私营企业市场情报服务。我们与各类金融科技（Financial Technology, fintech）、保险科技（Insurance Technology, insuretech）、采购科技（Procurement Technology, procuretech）企业及大型数据聚合商展开合作，以此触达终端客户。截至目前，我们已助力多家顶级企业，包括加拿大规模最大的银行之一、隶属于150亿美元全球集团的十大保险企业之一，以及全球最大的咨询公司。

搜集汇总

背景与挑战

背景概述

该数据集由Soleadify公司提供，利用AI和NLP技术每周从全球200个国家、20种语言的超过7000万家活跃中小企业和私营公司中捕获并更新网络与社交媒体内容，将非结构化信息转化为可操作数据，涵盖100多个公司属性。数据通过API支持搜索和丰富化功能，适用于采购、贷款、承销及市场智能等业务场景，已服务于包括大型银行和咨询公司在内的多家顶尖企业。