{"id":91663,"date":"2026-01-08T08:00:00","date_gmt":"2026-01-08T16:00:00","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=91663"},"modified":"2026-01-07T12:50:55","modified_gmt":"2026-01-07T20:50:55","slug":"ai-tools-lack-job-context","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/news\/stories\/ai-tools-lack-job-context\/","title":{"rendered":"76% of Workers Say Their Favorite GenAI Tools Lack Business Context, Limiting Benefits"},"content":{"rendered":"\n<p class=\"has-text-align-center\"><em>New survey finds data gap limits workplace value as AI adoption accelerates<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><a href=\"https:\/\/www.salesforce.com\/artificial-intelligence\/what-is-generative-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Generative<\/a> and <a href=\"https:\/\/www.salesforce.com\/agentforce\/what-is-agentic-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">agentic AI<\/a> tools are rapidly becoming workplace fixtures, with most workers gravitating toward <a href=\"https:\/\/www.salesforce.com\/artificial-intelligence\/what-is-conversational-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">conversational LLM<\/a> interfaces like ChatGPT, Claude, or Slack AI, according to a new survey from Salesforce and YouGov. But the research reveals a critical gap: 76% say their preferred AI tools lack access to company data or work context \u2014 the information needed to handle business-specific tasks.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>AI that\u2019s disconnected from enterprise systems never earns sustained use.  <\/p>\n<cite>&nbsp;Srini Tallapragada, president and chief engineering &amp; customer success officer at Salesforce.<\/cite><\/blockquote>\n\n\n\n<p>The limitation shows up in how workers leverage a number of different tools, context switching across built-in and standalone consumer AI. Case in point: workers who use AI tools inside and outside their work systems, toggle between an average of four different AI options, and nearly half of those workers (45%) say AI would work better for personal tasks than work tasks. The reason appears straightforward: without access to the right business systems and data, even advanced AI tools can\u2019t address company-specific needs.<\/p>\n\n\n<div class=\"wp-block-image__wrapper\">\n<figure class=\"wp-block-image size-large prevent-download\"><a href=\"#\" class=\"wp-block-image__modal-toggle\" aria-expanded=\"false\" data-modal-id=\"91665-modal\"><span class=\"screen-reader-text\">Open Image Modal<\/span><img loading=\"lazy\" decoding=\"async\" height=\"576\" width=\"1024\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1024\" alt=\"\" class=\"wp-image-91665\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png 1600w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1024&amp;h=576 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1536&amp;h=864 1536w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=264&amp;h=149 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=500&amp;h=281 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=678&amp;h=381 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=150&amp;h=84 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=343&amp;h=193 343w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1414&amp;h=796 1414w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1218&amp;h=685 1218w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<div id=\"91665-modal\" class=\"image-modal\" aria-hidden=\"true\" aria-labelledby=\"image-dialog-title\"><div class=\"image-modal__overlay\" tabindex=\"-1\" data-a11y-dialog-hide><\/div><div class=\"image-modal__content\" role=\"dialog\"><button class=\"image-modal__close-button\" type=\"button\" data-a11y-dialog-hide aria-label=\"Close this image dialog window\"><svg viewBox=\"0 0 26 25\" height=\"16\" width=\"16\" fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><rect x=\".626\" y=\"22.753\" width=\"32\" height=\"3\" rx=\"1.5\" transform=\"rotate(-45 .626 22.753)\"\/><rect x=\"2.747\" y=\".125\" width=\"32\" height=\"3\" rx=\"1.5\" transform=\"rotate(45 2.747 .125)\"\/><\/svg><\/button><h1 id=\"image-dialog-title\" class=\"screen-reader-text\">Image Modal<\/h1>\n<figure class=\"wp-block-image size-large prevent-download\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"900\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1024\" alt=\"\" class=\"wp-image-91665\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png 1600w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1024&amp;h=576 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1536&amp;h=864 1536w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=264&amp;h=149 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=500&amp;h=281 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=678&amp;h=381 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=150&amp;h=84 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=343&amp;h=193 343w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1414&amp;h=796 1414w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/01\/image.png?w=1218&amp;h=685 1218w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n<\/div><\/div><\/div>\n\n\n<p>Workers see the value to be unlocked \u2014 provided tools can access the right information. For workers using both embedded and standalone AI tools, 60% say giving AI tools secure access to company data would improve their work quality, while nearly as many point to faster task completion (59%) and less time spent searching for information (62%).<\/p>\n\n\n\n<aside class=\"contextual-driver has-text-align-left contextual-driver--green-cliff\">\n\t<header class=\"tidbit-header\">\n\t\t<h2 class=\"tidbit-head\">\n\t\t\tDiscover Executive Perspectives on AI Adoption.\t\t<\/h2>\n\t<\/header>\n\t<div class=\"tidbit-body\">\n\t\t<p><\/p>\t<\/div>\n\t\t\t<p class=\"tidbit-link label\">\n\t\t\t<a class=\"label has-right-arrow has-right-arrow--small\" href=\"https:\/\/www.salesforce.com\/news\/stories\/cio-trends-2026\/\" target=\"_blank\">\n\t\t\t\t<span>Read the latest CIO research<\/span>\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 14 10\">\n\t<path d=\"M13.92 5.38a1 1 0 000-.76.9.9 0 00-.17-.26.25.25 0 000-.07l-4-4a1 1 0 00-1.46 1.42L10.59 4H1.07a1 1 0 000 2h9.52l-2.3 2.29a1 1 0 000 1.42 1 1 0 001.42 0l4-4a.25.25 0 000-.07.9.9 0 00.21-.26z\" \/>\n<\/svg>\n\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<img class=\"tidbit img-green-cliff\"\n\t\tsrcset=\"\n\t\t\thttps:\/\/www.salesforce.com\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-green-cliff-large@0.5x.png 84w,\n\t\t\thttps:\/\/www.salesforce.com\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-green-cliff-large@1x.png 168w,\n\t\t\thttps:\/\/www.salesforce.com\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-green-cliff-large@2x.png 336w\n\t\t\"\n\t\tsrc=\"https:\/\/www.salesforce.com\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-green-cliff-large@1x.png\"\n\t\talt=\"Illustration of green-cliff\"\n\t\tsizes=\"(min-width:1024px) 175px, 130px\"\n\t>\n\t<\/aside>\n\n\n\n\n<p>\u201cLarge Language Models (LLMs) alone are not enough,\u201d cautioned Srini Tallapragada, president and chief engineering &amp; customer success officer at Salesforce. \u201cAgents need detailed context from enterprise systems to return useful answers and take actions. AI that\u2019s disconnected from enterprise systems never earns sustained use.\u201d<\/p>\n\n\n\n<aside class=\"more-from-block more-from-block--2 alignfull wp-block-newsroom-moreontopic\">\n\t<div class=\"more-from-block__content\">\n\t\t\t\t\t<h4 class=\"more-from-block__title\">Related<\/h4>\n\t\t\n\t\t<div class=\"more-from-block__cards more-from-block__cards--2\"\n\t\t\t\t>\n\t\t\t\n\n<article\t\t\titemscope=\"\"\n\t\titemtype=\"https:\/\/schema.org\/Article\"\n\t\tdata-card-id=\"92858\"\n\t\tclass=\"content-card content-card--large-inline is-entire-area-clickable content-card--is-boxed\"\n\t\t\tdata-clickable-area-link=\"https:\/\/www.salesforce.com\/news\/stories\/ai-foundry-announcement\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=1024\" class=\"content-card__image\" alt=\"Salesforce Launches AI Foundry to Accelerate Enterprise AI\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png 1200w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=768&amp;h=432 768w, 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class=\"content-card__title\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/www.salesforce.com\/news\/stories\/ai-foundry-announcement\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-card__title-link\"\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\tSalesforce AI Research Launches AI Foundry to Accelerate System-Level Enterprise AI\t\t\t\t<\/a>\t\t\t<\/h3>\n\t\t\n\t\t\t\t\n\t\t\n\t\t\t\t\t<div itemprop=\"readTime\" class=\"content-card__read-time\">\n\t\t\t\t3 min read\t\t\t<\/div>\n\t\t\n\t\t\t<\/div>\n\n<\/article>\n\n\n\n<article\t\t\titemscope=\"\"\n\t\titemtype=\"https:\/\/schema.org\/Article\"\n\t\tdata-card-id=\"92303\"\n\t\tclass=\"content-card content-card--large-inline is-entire-area-clickable content-card--is-boxed\"\n\t\t\tdata-clickable-area-link=\"https:\/\/www.salesforce.com\/news\/stories\/state-of-marketing-2026\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=1024\" class=\"content-card__image\" alt=\"75% of Marketers Have Adopted AI Yet Still Use It To Send One-Way, Generic Campaigns\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png 1200w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=1024&amp;h=576 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=264&amp;h=149 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=500&amp;h=281 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=678&amp;h=381 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=150&amp;h=84 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/02\/AI-Rewrites-Marketing-Rules-75-of-Marketers-Have-Adopted-AI-Yet-Still-Use-It-To-Send-One-Way-Generic-Campaigns.png?w=343&amp;h=193 343w\" \/>\t\t\t\t\t<\/div>\n\t\n\t<div class=\"content-card__content-container content-card__content-container--style-\">\n\t\t\n\t\t\n\t\t\t\t\t<h3 itemprop=\"headline\" class=\"content-card__title\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/www.salesforce.com\/news\/stories\/state-of-marketing-2026\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-card__title-link\"\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\t75% of Marketers Have Adopted AI, Yet Still Use It to Send Generic Campaigns\t\t\t\t<\/a>\t\t\t<\/h3>\n\t\t\n\t\t\t\t\n\t\t\n\t\t\t\t\t<div itemprop=\"readTime\" class=\"content-card__read-time\">\n\t\t\t\t5 min read\t\t\t<\/div>\n\t\t\n\t\t\t<\/div>\n\n<\/article>\n\n\t\t<\/div>\n\t\t<noscript>\n<div class=\"pagination-fallback\">\n\n\t\t<a href=\"https:\/\/www.salesforce.com\/news\/wp-json\/wp\/v2\/posts\/91663\/page\/2\/?bc=OTH#section-title\">\n\t\t\tOlder Posts\t\t<\/a>\n\t\t<\/div>\n<\/noscript>\n\t<\/div>\n<\/aside>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-go-deeper\"><strong>Go Deeper:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learn <a href=\"https:\/\/www.salesforce.com\/news\/stories\/why-ai-pilots-fail\/\" target=\"_blank\" rel=\"noreferrer noopener\">why 95% of AI pilots fail<\/a> \u2013 and what the other 5% are doing to succeed<a href=\"https:\/\/www.salesforce.com\/news\/stories\/why-ai-pilots-fail\/\">&nbsp;<\/a><\/li>\n\n\n\n<li>Discover <a href=\"https:\/\/www.salesforce.com\/news\/stories\/informatica-empowers-ai-agent-reasoning\/\" target=\"_blank\" rel=\"noreferrer noopener\">how Salesforce and Informatica unlock context for AI<\/a> \u2014 and why it matters for business<\/li>\n\n\n\n<li>See <a href=\"https:\/\/www.salesforce.com\/customer-stories\/agentforce-for-sales-implementation\" target=\"_blank\" rel=\"noreferrer noopener\">how Salesforce used Agentforce to speed onboarding and quote creation<\/a><\/li>\n\n\n\n<li>Read <a href=\"https:\/\/www.salesforce.com\/blog\/crm-foundation-agentic-enterprise\/\" target=\"_blank\" rel=\"noreferrer noopener\">why CRM provides the best foundation for AI agents<\/a><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-methodology\"><strong>Methodology<\/strong><\/h4>\n\n\n\n<p>All figures, unless otherwise stated, are from YouGov Plc. Total sample size was 1,207 adults, of whom 517 are currently employed either full time or part time. Fieldwork was undertaken between December 4 and 5, 2025.&nbsp; The survey was carried out online. The figures have been weighted and are representative of all U.S. adults (aged 18+).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>New survey finds data gap limits workplace value as AI adoption accelerates Generative and agentic AI tools are rapidly becoming workplace fixtures, with most workers gravitating toward conversational LLM interfaces like ChatGPT, Claude, or Slack AI, according to a new survey from Salesforce and YouGov. But the research reveals a critical gap: 76% say their [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":91667,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"sf_subhead":"","sf_i18n_disclaimer":false,"_jetpack_memberships_contains_paid_content":false,"alternateThumbnailId":0,"sf_product_cta_id":0,"footnotes":""},"categories":[1],"tags":[],"sf_content_type":[21231],"sf_theme":[21184],"sf_topic":[20528,21187,1732],"sf_product":[],"sf_industry":[],"sf_role":[],"sf_multimedia_asset":[],"sf_location":[1798],"sf_collection":[],"sf_visibility":[],"coauthors":[],"class_list":["post-91663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","sf_content_type-snapshot-research","sf_theme-agentic-ai","sf_topic-agents","sf_topic-ai","sf_topic-future-of-work","sf_location-global"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - 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