Salesforce AI Research lists Tavily among the technologies used to build Enterprise Deep Research, its open-source multi-agent research system. The system includes specialized search agents, research planning and tools for enterprise workflows. Its general web search integrates the Tavily API, with top-k retrieval, full content extraction, semantic deduplication and relevance scoring. Users can steer research through natural-language instructions that adjust tasks, exclusions and priorities. Tavily describes its role as supporting real-time, context-aware retrieval across web and enterprise data via MCP, enabling actionable insights and transparent provenance tracking. Tavily also reports that Enterprise Deep Research achieved top results on DeepResearchBench and DeepConsult.
A separate Salesforce AI Research multimodal research example specifies a Tavily API key for web text search, image search and URL reading tools. The example also documents Serper as an optional alternative for configurations that do not use Tavily.
Salesforce AI Research’s multimodal research example specifies Tavily API keys for web text search, image search and URL reading tools. It also documents Serper as an optional alternative for configurations that do not use Tavily.
Multimodal Deep Research example30 Sept 2026 · GitHub · Web pageSalesforce AI Research’s multimodal research example specifies Tavily API keys for web text search, image search and URL reading tools. It also documents Serper as an optional alternative for configurations that do not use Tavily.
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics
16 Oct 2026 · arxiv.org · Web page
Salesforce AI Research describes Enterprise Deep Research’s general web search integration with the Tavily API, including top-k retrieval, full content extraction, semantic deduplication and relevance scoring. Users can steer research through natural-language instructions that adjust tasks, exclusions and priorities.
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics16 Oct 2026 · arxiv.org · Web pageSalesforce AI Research describes Enterprise Deep Research’s general web search integration with the Tavily API, including top-k retrieval, full content extraction, semantic deduplication and relevance scoring. Users can steer research through natural-language instructions that adjust tasks, exclusions and priorities.
Tavily post on Salesforce Enterprise Deep Research
22 Oct 2025 · LinkedIn · Web page
Tavily states that Salesforce AI Research’s Enterprise Deep Research uses Tavily for real-time, context-aware retrieval across web and enterprise data via MCP, with transparent provenance tracking. Tavily also reports top results on DeepResearchBench and DeepConsult.
Tavily post on Salesforce Enterprise Deep Research22 Oct 2025 · LinkedIn · Web pageTavily states that Salesforce AI Research’s Enterprise Deep Research uses Tavily for real-time, context-aware retrieval across web and enterprise data via MCP, with transparent provenance tracking. Tavily also reports top results on DeepResearchBench and DeepConsult.
Salesforce Enterprise Deep Research repository
30 Sept 2026 · GitHub · Web page
Salesforce AI Research lists Tavily among the technologies used to build Enterprise Deep Research, its multi-agent research system for enterprise analytics.
Salesforce Enterprise Deep Research repository30 Sept 2026 · GitHub · Web pageSalesforce AI Research lists Tavily among the technologies used to build Enterprise Deep Research, its multi-agent research system for enterprise analytics.
Salesforce makes cloud software that helps organizations manage customer relationships and the work around them. Its Customer 360 applications serve sales, customer service, marketing, and commerce teams, while Data 360 brings customer and business data together. The company also offers Agentforce tools for building and using AI agents, plus Slack for workplace collaboration. Businesses use these products to track leads and accounts, handle support requests, run campaigns, manage digital sales, and coordinate work across teams.
Salesforce says AI lead outreach generated over $88 million
CTech reported that Salesforce executive Itai Margalit said AI agents generated more than $88 million by contacting previously unanswered leads. Salesforce did not disclose the measurement period or how it calculated the agents’ contribution.
Tottenham deploys Ask Spurs with Salesforce Agentforce
Tottenham Hotspur launched an Agentforce assistant providing fan support in eleven languages across its website and app. Salesforce said the club unified more than 4.6 million fan accounts and that Agentforce alone resolves 20% of interactions.
ZoomInfo joins Salesforce Hunter as a flagship data partner
ZoomInfo confirmed that Hunter will combine Salesforce CRM context with its company, contact and intent intelligence. Bundled data access requires no separate contract, with Hunter general availability expected later in 2026.
Salesforce develops enterprise software and AI systems. · Workplace tools
How they use Tavily
Salesforce AI Research lists Tavily among the technologies used to build Enterprise Deep Research, its open-source multi-agent research system. The system includes specialized search agents, research planning and tools for enterprise workflows. Its general web search integrates the Tavily API, with top-k retrieval, full content extraction, semantic deduplication and relevance scoring. Users can steer research through natural-language instructions that adjust tasks, exclusions and priorities. Tavily describes its role as supporting real-time, context-aware retrieval across web and enterprise data via MCP, enabling actionable insights and transparent provenance tracking. Tavily also reports that Enterprise Deep Research achieved top results on DeepResearchBench and DeepConsult.
A separate Salesforce AI Research multimodal research example specifies a Tavily API key for web text search, image search and URL reading tools. The example also documents Serper as an optional alternative for configurations that do not use Tavily.
Salesforce AI Research’s multimodal research example specifies Tavily API keys for web text search, image search and URL reading tools. It also documents Serper as an optional alternative for configurations that do not use Tavily.
Multimodal Deep Research example30 Sept 2026 · GitHub · Web pageSalesforce AI Research’s multimodal research example specifies Tavily API keys for web text search, image search and URL reading tools. It also documents Serper as an optional alternative for configurations that do not use Tavily.
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics
16 Oct 2026 · arxiv.org · Web page
Salesforce AI Research describes Enterprise Deep Research’s general web search integration with the Tavily API, including top-k retrieval, full content extraction, semantic deduplication and relevance scoring. Users can steer research through natural-language instructions that adjust tasks, exclusions and priorities.
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics16 Oct 2026 · arxiv.org · Web pageSalesforce AI Research describes Enterprise Deep Research’s general web search integration with the Tavily API, including top-k retrieval, full content extraction, semantic deduplication and relevance scoring. Users can steer research through natural-language instructions that adjust tasks, exclusions and priorities.
Tavily post on Salesforce Enterprise Deep Research
22 Oct 2025 · LinkedIn · Web page
Tavily states that Salesforce AI Research’s Enterprise Deep Research uses Tavily for real-time, context-aware retrieval across web and enterprise data via MCP, with transparent provenance tracking. Tavily also reports top results on DeepResearchBench and DeepConsult.
Tavily post on Salesforce Enterprise Deep Research22 Oct 2025 · LinkedIn · Web pageTavily states that Salesforce AI Research’s Enterprise Deep Research uses Tavily for real-time, context-aware retrieval across web and enterprise data via MCP, with transparent provenance tracking. Tavily also reports top results on DeepResearchBench and DeepConsult.
Salesforce Enterprise Deep Research repository
30 Sept 2026 · GitHub · Web page
Salesforce AI Research lists Tavily among the technologies used to build Enterprise Deep Research, its multi-agent research system for enterprise analytics.
Salesforce Enterprise Deep Research repository30 Sept 2026 · GitHub · Web pageSalesforce AI Research lists Tavily among the technologies used to build Enterprise Deep Research, its multi-agent research system for enterprise analytics.
Salesforce makes cloud software that helps organizations manage customer relationships and the work around them. Its Customer 360 applications serve sales, customer service, marketing, and commerce teams, while Data 360 brings customer and business data together. The company also offers Agentforce tools for building and using AI agents, plus Slack for workplace collaboration. Businesses use these products to track leads and accounts, handle support requests, run campaigns, manage digital sales, and coordinate work across teams.
Salesforce says AI lead outreach generated over $88 million
CTech reported that Salesforce executive Itai Margalit said AI agents generated more than $88 million by contacting previously unanswered leads. Salesforce did not disclose the measurement period or how it calculated the agents’ contribution.
Tottenham deploys Ask Spurs with Salesforce Agentforce
Tottenham Hotspur launched an Agentforce assistant providing fan support in eleven languages across its website and app. Salesforce said the club unified more than 4.6 million fan accounts and that Agentforce alone resolves 20% of interactions.
ZoomInfo joins Salesforce Hunter as a flagship data partner
ZoomInfo confirmed that Hunter will combine Salesforce CRM context with its company, contact and intent intelligence. Bundled data access requires no separate contract, with Hunter general availability expected later in 2026.
