Salesforce adds Einstein Copilot Search, vector database to its Data Cloud, to help enterprises take advantage of unstructured data for analysis, and build AI-based applications. Credit: SARINYAPINNGAM Salesforce is updating its Data Cloud with vector database and Einstein Copilot Search capabilities in an effort to help enterprises use unstructured data for analysis. The customer relationship management (CRM) software provider’s Data Cloud, which is a part of the company’s Einstein 1 platform, is targeted at helping enterprises consolidate and align customer data. The Einstein 1 platform, in turn, is a data engine with a low code and no code interface that is designed to let enterprises connect data to build AI-based applications. As part of the updates, Salesforce has integrated vector database support via the Data Cloud Vector Database feature, which makes it easier for the Data Cloud to handle diverse data types. “This database allows Salesforce customers to combine structured and unstructured data, creating a more comprehensive customer profile,” the company said in a press release, adding that once the unstructured data is added to the Data Cloud, it is automatically converted into a usable format across the Einstein 1 platform. This, according to the company, makes the unstructured data available for analysis and utilization across various workflows within Salesforce applications including Flow, Apex, and Tableau. Salesforce has also added an AI search capability to Einstein Copilot, which will allow the generative AI-based assistant to interpret and respond to complex queries from enterprise users by tapping into diverse data sources, including unstructured data. “Copilot Search will provide precise, contextually relevant responses in a user’s workflow and bolster trust with source citations from the Einstein Trust Layer,” the company said. The Einstein Trust Layer is based on a large language model (LLM) built into the platform to ensure data security and privacy. In order to take advantage of unstructured data via Einstein Copilot Search, enterprises would have to create a new data pipeline that can be ingested by the Data Cloud and stored as unstructured data model objects. These data model objects have to be transformed into data fit for use in AI applications by converting the data into embeddings, which are numeric representations of data optimized for use in AI algorithms, the company said, adding that these embeddings are then indexed for use in search across the Einstein 1 platform alongside any other existing structured data. The Einstein Copilot Search capability can also be paired with retrieval augmented generation (RAG) tools — which Salesforce supplies — in order to enable Einstein Copilot to answer customer questions. Answers comes with semantically relevant information, citing the knowledge sources used to craft the answers, the company said. Related content news Atos may sell national security activities to French government The troubled IT service provider could net up to $1 billion from the sale, meeting most of its financing needs for the next year. By Peter Sayer Apr 29, 2024 4 mins Government IT Government Managed IT Services feature Top 10 barriers to strategic IT success Data challenges, tech debt, and talent shortages are among the issues that can derail your IT org’s work on high-value initiatives. Here’s how some CIOs are addressing them. By Mary Pratt Apr 29, 2024 12 mins Hiring IT Skills Business IT Alignment news analysis The new CIO mandate: Selling AI to employees Employees surveyed express enthusiasm about AI, but they also worry about the impact on their jobs and want training and guidelines. By Grant Gross Apr 29, 2024 5 mins Staff Management Artificial Intelligence opinion Dump the RFP to reap better outsourcing results The RFP has been the default tool for sourcing bids for too long. Organizations wanting more collaboration — and innovation — from their suppliers should consider a collaborative bidding approach. By Kate Vitasek Apr 29, 2024 6 mins Outsourcing PODCASTS VIDEOS RESOURCES EVENTS SUBSCRIBE TO OUR NEWSLETTER From our editors straight to your inbox Get started by entering your email address below. Please enter a valid email address Subscribe