--- title: "AI lead triage in Salesforce: automate lead triage | Ortoo" description: "Automate lead triage in Salesforce: classify every inbound lead by intent, fit, and urgency on arrival, then route it to the right rep. One workflow, AI where it helps." lang: en json-ld: | [ { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://ortooapps.com" }, { "@type": "ListItem", "position": 2, "name": "Use cases", "item": "https://ortooapps.com/use-cases" }, { "@type": "ListItem", "position": 3, "name": "AI lead triage in Salesforce: automate lead triage", "item": "https://ortooapps.com/use-case/using-ai-to-triage-leads-automatically-within-salesforce" } ] }, { "@context": "https://schema.org", "@type": "SoftwareApplication", "name": "Q-assign, on Ortoo Orchestrator", "applicationCategory": "BusinessApplication", "operatingSystem": "Salesforce", "brand": { "@type": "Brand", "name": "Ortoo" }, "offers": { "@type": "Offer", "price": "0", "priceCurrency": "USD", "availability": "https://schema.org/InStock", "url": "https://ortooapps.com/contact?intent=demo" } }, { "@context": "https://schema.org", "@type": "Organization", "name": "Ortoo", "url": "https://ortooapps.com/", "logo": "https://ortooapps.com/ortoo-logo-square.png", "parentOrganization": { "@type": "Organization", "name": "Ascendx" } }, { "@context": "https://schema.org", "@type": "WebSite", "name": "Ortoo", "url": "https://ortooapps.com/" }, { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "How do I automate lead triage in Salesforce?", "acceptedAnswer": { "@type": "Answer", "text": "Configure classification on intent, fit, engagement, and source in Ortoo Orchestrator; AI reads the free-text signals, deterministic logic handles the structured ones, and the triaged lead routes to the right rep in the same step, point and click, no code." } }, { "@type": "Question", "name": "What signals does AI lead triage use?", "acceptedAnswer": { "@type": "Answer", "text": "Intent, fit, engagement, source, behavioural patterns, and any qualification fields the team configured. AI handles the free-text and unstructured signals; deterministic logic handles the structured ones." } }, { "@type": "Question", "name": "How does this work with our existing lead scoring tool?", "acceptedAnswer": { "@type": "Answer", "text": "External scoring tools produce a number that the triage workflow consumes as one input among several. The workflow does not replace the scoring engine; it puts the score in context alongside intent, fit, and routing requirements." } }, { "@type": "Question", "name": "Will it override our SDRs' judgment?", "acceptedAnswer": { "@type": "Answer", "text": "The workflow runs the classification logic the team agrees on. SDRs can still override an individual record where context warrants. Overrides feed back into the workflow's tuning so accuracy improves over time." } }, { "@type": "Question", "name": "Can we use our own LLM provider?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Bring-your-own-LLM is supported, so teams with their own OpenAI, Anthropic, or Google enterprise contract route AI calls through their own provider, with costs and audit trails on their own bill." } }, { "@type": "Question", "name": "Does this require Apex or a developer to set up?", "acceptedAnswer": { "@type": "Answer", "text": "No. Classification rules, AI triggers, and routing logic are configured declaratively inside Salesforce setup. Sales ops adjusts the workflow without engineering involvement." } }, { "@type": "Question", "name": "How quickly does triage update when sales priorities change?", "acceptedAnswer": { "@type": "Answer", "text": "Operations teams update the rules in Salesforce setup and the next inbound lead reflects the new logic. No release cycle, no waiting for a model retraining." } }, { "@type": "Question", "name": "Where do the triage results live for reporting?", "acceptedAnswer": { "@type": "Answer", "text": "As fields on the Salesforce lead. Classification, score, urgency flags, and routing reasons are all visible on the record and queryable in standard Salesforce reports." } } ] } ] --- [Skip to main content](#main-content) [Support](/support)[Contact](/contact) [![Ortoo logo, workflow orchestration for Salesforce](/assets/ortoo-logo-gradient-C54UkOOH.webp)](/) Ortoo Orchestrator Solutions Why Ortoo Resources About [Pricing](/pricing) [Map your workflow](/contact?intent=workflow-mapping)[Book a demo](/contact?intent=demo) [Book a demo](/contact?intent=demo) Salesforce lead triage # Lead triage in Salesforce. Lead triage in Salesforce means classifying every inbound lead by intent, fit, and urgency the moment it lands, then routing the high-priority records to the right rep. Ortoo Orchestrator automates lead triage as one workflow step, applying AI where interpretation helps and deterministic logic everywhere else, so the decision is consistent across reps and days. [Book a demo ](/contact?intent=demo)[Map your workflow](/contact?intent=workflow-mapping) TEAMS RUNNING ON ORTOO ORCHESTRATOR ![IG logo, Ortoo customer](data:image/svg+xml,%3csvg%20id='Layer_1'%20data-name='Layer%201'%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20150%20200'%3e%3cdefs%3e%3cstyle%3e.cls-1{fill:%23e01b1c;}%3c/style%3e%3c/defs%3e%3cpath%20class='cls-1'%20d='M25.68,40V160H2.56V40Zm74.55-3h-.61a63,63,0,0,0,.6,125.94c17.75,0,36-7.21,47.76-18.83V90.84H98V113h27.5v19.54l-.3.19a46.38,46.38,0,0,1-25,7.52A40.33,40.33,0,0,1,60,97.84,40.72,40.72,0,0,1,98,59.77c11.25-.65,22,4,30.52,12.16.3.3.64.66,1,1.11l16-16-1-1.11A60.73,60.73,0,0,0,100.23,37Z'/%3e%3c/svg%3e) ![Jaguar Land Rover logo, Ortoo customer](data:image/svg+xml,%3csvg%20xmlns:xlink='http://www.w3.org/1999/xlink'%20xmlns='http://www.w3.org/2000/svg'%20id='JLR_REGULAR'%20data-name='JLR%20REGULAR'%20viewBox='0%200%201206.22%201060.95'%20width='500'%20height='439.78'%3e%3cdefs%3e%3cstyle%3e%20.cls-1%20{%20fill:%20%23231f20;%20stroke-width:%200px;%20}%20%3c/style%3e%3c/defs%3e%3cpath%20class='cls-1'%20d='M49.61,1060.95c74.53-47.23,123.68-132.76,123.68-225.26L173.24,0h-96.12v831.77c0,34.55-8.01,67.28-24.29,94.54-13.76,21.3-31.86,40.71-52.84,55.01l49.61,79.64Z'/%3e%3cpolygon%20class='cls-1'%20points='465.45%20803.57%20465.45%200%20369.33%200%20369.33%20897.13%20907.61%20897.13%20849.94%20803.57%20465.45%20803.57'/%3e%3cpath%20class='cls-1'%20d='M1178.03,247.35C1178.03,108.94,1057.56,0,921.7,0h-260.17v93.56h261.45c91,0,156.36,70.49,156.36,153.79s-65.36,157.64-156.36,157.64h-262.73v93.56h194.8l248.63,398.58h102.53l-249.91-401.14c121.75-15.38,221.72-108.94,221.72-248.63Z'/%3e%3c/svg%3e) ![Komatsu logo, Ortoo customer](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20170%2034'%3e%3cpath%20d='M159%2033.2c-2.9.1-5.7-.7-7.9-2.5-2.1-1.9-3.2-4.6-3-7.4v-15h9.7v15c0%20.7.6%201.3%201.3%201.3.7%200%201.2-.6%201.3-1.3v-15h9.7v15c0%203.2-1%205.7-3%207.4-2.4%201.8-5.3%202.7-8.1%202.5zm-121.3%200c-7-.1-12.7-5.8-12.6-12.9-.2-7%205.4-12.8%2012.4-12.9%207-.2%2012.8%205.4%2012.9%2012.4v.6c0%203.4-1.3%206.7-3.7%209.1-2.4%202.4-5.6%203.7-9%203.7zm0-16.5c-2%200-3.7%201.6-3.7%203.6s1.6%203.7%203.6%203.7%203.7-1.6%203.7-3.6v-.1c0-2-1.6-3.6-3.6-3.6zm97.6%2016.5c-4.1%200-6.9-1.2-10.4-3.2l2.7-6.4s4%202.6%206.7%202.6c.3%200%20.6%200%20.9-.1.5-.1.8-.5.8-1s-.2-.9-.7-1.1c-.5-.2-1.1-.4-1.6-.5-1.9-.5-4.9-1.2-6.4-4.1-1.7-3.2-1-7.1%201.7-9.4%202.1-1.7%204.7-2.6%207.4-2.6h.5c3%20.1%205.9%201%208.5%202.7l-2.7%206.4c-1.8-1-4.2-2.1-5.7-2.1-.8%200-1.2.3-1.3.9-.1.9.8%201.2%202.3%201.6%201.3.3%202.5.7%203.7%201.3%202.9%201.7%204.4%205.1%203.5%208.4-.4%201.9-1.5%203.5-3.1%204.6-1.9%201.4-4.3%202.1-6.8%202zM9.8%2032.3H0V8.4h9.8V20L15%208.4h11.1l-5.6%2011.7%205.9%2012.2H15.3L9.8%2020.1v12.2zm50%200H51l3.6-23.9h8.9l3%209.6%203-9.6h8.9l3.3%2022.5%207.6-22.5H99l8.2%2023.9H97L94.1%2021l-2.9%2011.3H73l-1.3-9.1-2.5%209.1h-5.7L61%2023.2l-1.2%209.1zm60%200H110v-15h-5.7V8.4h15.4V.8h9.1v9.5h-9.1l.1%2022z'%20fill='%23140a9a'/%3e%3c/svg%3e) 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customer](data:image/svg+xml,%3csvg%20id='Ebene_1'%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20156%2036'%3e%3cstyle%3e.st0{fill:%23828282}.st1{fill:%23fd8a02}%3c/style%3e%3cpath%20style='fill:%23828282;fill-opacity:1'%20class='st0'%20d='M78.6%207.4h5.2v22.7h-5.2z'/%3e%3cpath%20style='fill:%23fd8a02;fill-opacity:1'%20class='st1'%20d='M31.5%207.4l-7.4%2019.9-.1.2c-.6%201.6-2.1%202.8-3.8%203h-1.4c-1.7-.2-3.1-1.4-3.7-2.9l-.1-.3L7.6%207.4h6.1L19.5%2023l5.8-15.6.6-1.5C26.8%203.5%2023.5%200%2013.4%200S-.4%204.3%200%209.1c.4%204.9%206%2016%208.9%2020.4%202.8%204.3%206.6%206.4%2010.5%206.4%203.9%200%208-2%2010.4-8.1%201.8-4.6%207.8-20.4%207.8-20.4h-6.1z'/%3e%3cpath%20style='fill:%23828282;fill-opacity:1'%20class='st0'%20d='M59.5%2019.2c0%20.5%200%20.9-.1%201.4H42.7c.6%203.7%203.2%205.7%206.5%205.7%202.5%200%204.3-.9%206.1-2.7l3%202.7c-2.1%202.6-5.1%204.2-9.3%204.2-6.6%200-11.6-4.8-11.6-11.8%200-6.5%204.6-11.8%2011.1-11.8%207.3%200%2011%205.7%2011%2012.3zm-5.2-2c-.3-3.3-2.3-6-5.8-6-3.2%200-5.4%202.4-5.9%206h11.7zM147.6%2018.5l8-11h-5.5l-5.2%207.5-5.2-7.5H134l8%2011.2-8.3%2011.5h5.5l5.5-7.9%205.6%207.9h5.7l-8.4-11.7z'/%3e%3cpath%20style='fill:%23828282;fill-opacity:1'%20class='st0'%20d='M133.9%2018.8c0%206.5-5.3%2011.8-11.8%2011.8-6.5%200-11.8-5.3-11.8-11.8%200-6.5%205.3-11.8%2011.8-11.8%206.5-.1%2011.8%205.2%2011.8%2011.8zm-4.6%200c0-4-3.2-7.2-7.2-7.2s-7.2%203.2-7.2%207.2%203.2%207.2%207.2%207.2%207.2-3.3%207.2-7.2zM104.9%207.4l-6.1%2016.5-6.1-16.5h-5.6l9.3%2022.7h4.7l9.3-22.7zM63%2017.8v12.3h5.2V17.8v-.6c.2-1.4%201-4.2%205.1-4.5h.8V7.4h-.5c-7.1.2-10.5%205.2-10.6%2010v.4z'/%3e%3c/svg%3e) 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customer](data:image/svg+xml,%3c?xml%20version='1.0'%20encoding='UTF-8'%20standalone='no'?%3e%3c!--%20Created%20with%20Inkscape%20\(http://www.inkscape.org/\)%20--%3e%3csvg%20xmlns:svg='http://www.w3.org/2000/svg'%20xmlns='http://www.w3.org/2000/svg'%20version='1.0'%20width='800'%20height='110.066'%20viewBox='0%200%20800%20110.066'%20id='svg2'%20xml:space='preserve'%3e%3cdefs%20id='defs23'%20/%3e%3cg%20style='display:none'%20id='Grade'%3e%3c/g%3e%3cg%20id='Camada_1'%3e%3c/g%3e%3cg%20id='Área_de_trabalho'%3e%3c/g%3e%3cg%20id='Linhas-guia'%3e%3c/g%3e%3cg%20id='Page_1'%3e%3cg%20id='Camada_1_1_'%3e%3cg%20id='g10'%3e%3cpolygon%20points='0,4.723%200,19.33%2023.959,19.33%2070.846,107.261%20128.543,107.261%20175.43,19.184%20199.385,19.033%20199.437,4.723%20127.761,4.723%20127.761,19.083%20146.849,19.083%20113.74,81.595%2077.933,19.301%20104.05,19.184%20104.004,4.723%200,4.723%20'%20style='fill:%230d3896;fill-rule:evenodd'%20id='polygon12'%20/%3e%3cpolygon%20points='462.405,4.723%20462.405,19.33%20486.357,19.33%20533.245,107.261%20590.944,107.261%20637.831,19.184%20661.789,19.033%20661.832,4.723%20590.169,4.723%20590.169,19.083%20609.249,19.083%20576.141,81.595%20540.33,19.301%20566.455,19.184%20566.406,4.723%20462.405,4.723%20'%20style='fill:%230d3896;fill-rule:evenodd'%20id='polygon14'%20/%3e%3cpath%20d='M%20344.515,4.723%20L%20344.515,19.33%20L%20368.47,19.33%20L%20368.51,91.118%20L%20343.255,91.118%20L%20343.255,107.119%20L%20368.527,107.262%20L%20488.139,107.262%20L%20488.139,59.532%20L%20472.558,59.532%20C%20471.704,84.803%20449.782,91.152%20440.548,91.152%20C%20432.087,91.152%20415.693,91.119%20415.693,91.119%20L%20415.693,19.301%20L%20439.288,19.183%20L%20439.256,4.722%20L%20344.515,4.722%20L%20344.515,4.723%20z%20'%20style='fill:%230d3896;fill-rule:evenodd'%20id='path16'%20/%3e%3cpath%20d='M%20262.808,94.13%20C%20248.453,94.13%20236.822,76.935%20236.822,55.713%20C%20236.822,34.486%20248.453,17.278%20262.808,17.278%20C%20277.159,17.278%20288.794,34.486%20288.794,55.713%20C%20288.794,76.935%20277.159,94.13%20262.808,94.13%20L%20262.808,94.13%20z%20M%20263.864,1.777%20C%20223.144,1.777%20190.135,26.024%20190.135,55.922%20C%20190.135,85.822%20223.143,110.066%20263.864,110.066%20C%20304.581,110.066%20337.595,85.822%20337.595,55.922%20C%20337.595,26.024%20304.581,1.777%20263.864,1.777%20L%20263.864,1.777%20z%20'%20style='fill:%230d3896;fill-rule:evenodd'%20id='path18'%20/%3e%3cpath%20d='M%20725.215,93.857%20C%20710.865,93.857%20699.235,76.377%20699.235,54.804%20C%20699.235,33.239%20710.866,15.755%20725.215,15.755%20C%20739.567,15.755%20751.195,33.239%20751.195,54.804%20C%20751.196,76.376%20739.567,93.857%20725.215,93.857%20L%20725.215,93.857%20z%20M%20726.276,0%20C%20685.547,0%20652.548,24.642%20652.548,55.028%20C%20652.548,85.413%20685.546,110.05%20726.276,110.05%20C%20766.99,110.05%20800,85.413%20800,55.028%20C%20800,24.642%20766.99,0%20726.276,0%20L%20726.276,0%20z%20'%20style='fill:%230d3896;fill-rule:evenodd'%20id='path20'%20/%3e%3c/g%3e%3c/g%3e%3c/g%3e%3c/svg%3e) ![IG logo, Ortoo customer](data:image/svg+xml,%3csvg%20id='Layer_1'%20data-name='Layer%201'%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20150%20200'%3e%3cdefs%3e%3cstyle%3e.cls-1{fill:%23e01b1c;}%3c/style%3e%3c/defs%3e%3cpath%20class='cls-1'%20d='M25.68,40V160H2.56V40Zm74.55-3h-.61a63,63,0,0,0,.6,125.94c17.75,0,36-7.21,47.76-18.83V90.84H98V113h27.5v19.54l-.3.19a46.38,46.38,0,0,1-25,7.52A40.33,40.33,0,0,1,60,97.84,40.72,40.72,0,0,1,98,59.77c11.25-.65,22,4,30.52,12.16.3.3.64.66,1,1.11l16-16-1-1.11A60.73,60.73,0,0,0,100.23,37Z'/%3e%3c/svg%3e) ![Jaguar Land Rover logo, Ortoo customer](data:image/svg+xml,%3csvg%20xmlns:xlink='http://www.w3.org/1999/xlink'%20xmlns='http://www.w3.org/2000/svg'%20id='JLR_REGULAR'%20data-name='JLR%20REGULAR'%20viewBox='0%200%201206.22%201060.95'%20width='500'%20height='439.78'%3e%3cdefs%3e%3cstyle%3e%20.cls-1%20{%20fill:%20%23231f20;%20stroke-width:%200px;%20}%20%3c/style%3e%3c/defs%3e%3cpath%20class='cls-1'%20d='M49.61,1060.95c74.53-47.23,123.68-132.76,123.68-225.26L173.24,0h-96.12v831.77c0,34.55-8.01,67.28-24.29,94.54-13.76,21.3-31.86,40.71-52.84,55.01l49.61,79.64Z'/%3e%3cpolygon%20class='cls-1'%20points='465.45%20803.57%20465.45%200%20369.33%200%20369.33%20897.13%20907.61%20897.13%20849.94%20803.57%20465.45%20803.57'/%3e%3cpath%20class='cls-1'%20d='M1178.03,247.35C1178.03,108.94,1057.56,0,921.7,0h-260.17v93.56h261.45c91,0,156.36,70.49,156.36,153.79s-65.36,157.64-156.36,157.64h-262.73v93.56h194.8l248.63,398.58h102.53l-249.91-401.14c121.75-15.38,221.72-108.94,221.72-248.63Z'/%3e%3c/svg%3e) ![Komatsu logo, Ortoo customer](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20170%2034'%3e%3cpath%20d='M159%2033.2c-2.9.1-5.7-.7-7.9-2.5-2.1-1.9-3.2-4.6-3-7.4v-15h9.7v15c0%20.7.6%201.3%201.3%201.3.7%200%201.2-.6%201.3-1.3v-15h9.7v15c0%203.2-1%205.7-3%207.4-2.4%201.8-5.3%202.7-8.1%202.5zm-121.3%200c-7-.1-12.7-5.8-12.6-12.9-.2-7%205.4-12.8%2012.4-12.9%207-.2%2012.8%205.4%2012.9%2012.4v.6c0%203.4-1.3%206.7-3.7%209.1-2.4%202.4-5.6%203.7-9%203.7zm0-16.5c-2%200-3.7%201.6-3.7%203.6s1.6%203.7%203.6%203.7%203.7-1.6%203.7-3.6v-.1c0-2-1.6-3.6-3.6-3.6zm97.6%2016.5c-4.1%200-6.9-1.2-10.4-3.2l2.7-6.4s4%202.6%206.7%202.6c.3%200%20.6%200%20.9-.1.5-.1.8-.5.8-1s-.2-.9-.7-1.1c-.5-.2-1.1-.4-1.6-.5-1.9-.5-4.9-1.2-6.4-4.1-1.7-3.2-1-7.1%201.7-9.4%202.1-1.7%204.7-2.6%207.4-2.6h.5c3%20.1%205.9%201%208.5%202.7l-2.7%206.4c-1.8-1-4.2-2.1-5.7-2.1-.8%200-1.2.3-1.3.9-.1.9.8%201.2%202.3%201.6%201.3.3%202.5.7%203.7%201.3%202.9%201.7%204.4%205.1%203.5%208.4-.4%201.9-1.5%203.5-3.1%204.6-1.9%201.4-4.3%202.1-6.8%202zM9.8%2032.3H0V8.4h9.8V20L15%208.4h11.1l-5.6%2011.7%205.9%2012.2H15.3L9.8%2020.1v12.2zm50%200H51l3.6-23.9h8.9l3%209.6%203-9.6h8.9l3.3%2022.5%207.6-22.5H99l8.2%2023.9H97L94.1%2021l-2.9%2011.3H73l-1.3-9.1-2.5%209.1h-5.7L61%2023.2l-1.2%209.1zm60%200H110v-15h-5.7V8.4h15.4V.8h9.1v9.5h-9.1l.1%2022z'%20fill='%23140a9a'/%3e%3c/svg%3e) ![OppFi logo, Ortoo customer](/assets/oppfi-C1cAew0E.svg) ![Sage logo, Ortoo customer](data:image/svg+xml,%3c?xml%20version='1.0'%20encoding='UTF-8'%20standalone='no'?%3e%3c!DOCTYPE%20svg%20PUBLIC%20'-//W3C//DTD%20SVG%201.0//EN'%20'http://www.w3.org/TR/2001/REC-SVG-20010904/DTD/svg10.dtd'%3e%3csvg%20xmlns:svg='http://www.w3.org/2000/svg'%20xmlns='http://www.w3.org/2000/svg'%20version='1.0'%20width='1024'%20height='446'%20viewBox='-0.72455613%20-0.72455613%2058.75819026%2025.60098326'%20id='svg2317'%3e%3cdefs%20id='defs2319'%20/%3e%3cg%20transform='translate\(-346.34546,-520.28625\)'%20id='layer1'%3e%3cpath%20d='M%20372.07821,531.63637%20L%20372.07821,530.40262%20L%20367.33659,530.40262%20C%20365.00484,530.40262%20363.91609,531.20162%20363.91609,532.43762%20C%20363.91609,533.57087%20364.96609,534.57162%20367.64846,534.57162%20C%20370.95121,534.57162%20372.07821,534.2705%20372.07821,531.63637%20z%20M%20361.93559,523.36912%20L%20360.26259,525.05662%20C%20358.70596,524.12187%20357.11284,523.48812%20354.97484,523.48812%20C%20352.44846,523.48812%20351.59384,524.35537%20351.59384,525.52312%20C%20351.59384,526.25675%20352.21559,526.9905%20354.19721,527.12475%20L%20357.46246,527.32362%20C%20359.47721,527.43875%20360.89334,528.017%20361.81371,528.89712%20C%20362.88834,527.97975%20364.48659,527.39612%20366.59834,527.39612%20L%20372.07821,527.39612%20L%20372.07821,525.67425%20C%20372.07821,524.07262%20370.87359,523.50525%20368.03571,523.50525%20C%20365.97659,523.50525%20364.63221,524.11237%20363.59509,525.069%20L%20361.93559,523.36912%20z%20M%20391.42271,527.65687%20L%20400.58646,527.65687%20C%20400.58646,524.72437%20398.40484,523.26912%20395.98771,523.26912%20C%20393.57196,523.26912%20391.42271,524.69825%20391.42271,527.65687%20z%20M%20377.70559,528.94887%20C%20377.74184,531.714%20377.78584,532.1495%20378.50521,532.92425%20C%20379.06559,533.53012%20380.28059,534.2385%20381.92259,534.2385%20C%20383.52321,534.2385%20384.56346,533.53012%20385.12571,532.92425%20C%20385.84584,532.1495%20385.92671,531.67812%20385.92671,528.94887%20C%20385.92671,526.187%20385.84584,525.714%20385.12571,524.94062%20C%20384.56346,524.33437%20383.52321,523.62625%20381.92259,523.62625%20C%20380.28059,523.62625%20379.06559,524.33437%20378.50521,524.94062%20C%20377.78584,525.714%20377.66809,526.16462%20377.70559,528.94887%20z%20M%20375.21084,522.85987%20C%20375.33771,522.6965%20375.47934,522.53275%20375.63596,522.35687%20C%20376.52871,521.38975%20378.28009,520.28987%20380.84346,520.28987%20C%20382.86584,520.28987%20384.46009,520.95662%20385.93646,522.29087%20L%20385.93646,520.48937%20L%20389.89971,520.48937%20L%20389.89971,522.34262%20C%20391.47184,520.86625%20393.58496,520.28987%20395.56209,520.28987%20C%20399.89746,520.28987%20403.63109,523.26037%20403.65434,528.25212%20C%20403.65959,529.10612%20403.55859,530.63237%20403.55859,530.63237%20L%20391.41759,530.63725%20C%20391.41759,533.3955%20393.29896,534.43675%20396.01234,534.43675%20C%20397.52109,534.43675%20399.43809,533.7465%20400.60059,532.71825%20L%20403.26034,534.65%20C%20401.32271,536.57712%20398.72184,537.62675%20396.08796,537.62675%20C%20393.92134,537.62675%20391.59221,537.1195%20389.89971,535.5755%20L%20389.89971,537.00012%20C%20389.89971,542.10375%20385.85746,544.43812%20381.35059,544.43812%20C%20378.82359,544.43812%20376.25771,543.30325%20374.50896,541.603%20L%20377.57871,539.50237%20C%20378.55184,540.33562%20379.91171,541.03625%20381.42696,541.03625%20C%20384.07059,541.03625%20385.93646,539.73562%20385.93646,537.367%20L%20385.93646,535.63275%20C%20384.69284,536.7995%20382.86584,537.60012%20380.84346,537.60012%20C%20378.62496,537.60012%20377.01596,536.77637%20376.04284,535.92712%20L%20376.04284,537.64287%20L%20372.07821,537.64287%20L%20372.07821,535.91425%20L%20372.00221,535.91425%20C%20371.18546,537.082%20369.82484,537.61537%20367.14284,537.61537%20C%20364.63609,537.61537%20362.72621,536.88762%20361.54646,535.71787%20C%20360.06971,536.937%20357.71734,537.597%20355.01434,537.597%20C%20351.82671,537.597%20348.87196,536.59612%20346.34546,534.56237%20L%20349.10484,532.22775%20C%20350.81484,533.66012%20352.68009,534.3965%20355.32459,534.3965%20C%20357.58021,534.3965%20359.21121,533.66012%20359.21121,532.22775%20C%20359.21121,531.026%20358.16246,530.6595%20356.80121,530.55925%20L%20353.30309,530.29262%20C%20350.03846,530.05937%20347.62846,528.39125%20347.62846,525.49025%20C%20347.62846,522.05412%20350.81484,520.28625%20354.97484,520.28625%20C%20357.97946,520.28625%20360.13284,520.96612%20361.92084,522.06187%20C%20363.37121,520.76212%20365.27596,520.304%20367.84184,520.304%20C%20371.26109,520.304%20373.92921,520.99762%20375.21084,522.85987'%20style='fill:%23008066;fill-opacity:1;fill-rule:nonzero;stroke:none'%20id='path2489'%20/%3e%3c/g%3e%3c/svg%3e) ![Splunk logo, Ortoo customer](/assets/splunk-C0r61HWy.svg) ![Verivox logo, Ortoo 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What it is ## AI lead triage, in plain terms. AI lead triage in Salesforce means classifying every inbound lead by intent, fit, and urgency the moment it lands, then routing the high-priority records straight to the rep who can engage. The decision is consistent across reps and across days. Triage runs inside Ortoo Orchestrator. AI is applied selectively where interpretation adds value, such as reading free-text intent or scoring engagement. Deterministic logic handles the rest, so workflows stay predictable. The problem ## AI lead triage removes the gap between lead creation and rep engagement Lead triage in Salesforce breaks the same way every time: inbound leads sit in queues while reps decide what to act on. A rep scans the list, makes a judgment call, picks a few to engage, deprioritises the rest. Multiply that across every rep and every shift, and the cumulative lag is significant. Judgment varies between reps and between days. Hot leads get buried behind less promising ones. SDRs burn their best hours on triage rather than conversations. > Triage decisions that live in a rep's head cannot drive a workflow. Ortoo Orchestrator triages every inbound lead on intake. Classification, scoring, and routing run as one workflow step, with the decision recorded against the record. // HOW IT WORKS ## Triggered by case context. Not by who is watching the queue. 1. 01 // STEP 01 ### Every lead is classified the moment it lands. Inbound leads are scored against the criteria the team configured. Source, engagement, intent signals, and qualification fields all feed the classification. 1. Lead arrives Intake event 2. Read attributes Source, fit, engagement 3. Apply rules Multi-signal Step 01 — Classify 01 2. 02 // STEP 02 ### AI reads the signals that need interpretation. Free-text intent, behavioural patterns, and inbound message content sit better with AI. The workflow applies AI selectively where it adds value, with deterministic logic handling everything else. This step is handled by the triage agent inside Ortoo Orchestrator. 1. AI on free text Intent, language 2. Deterministic check Structured fields 3. Combine signals One score Step 02 — Score 02 3. 03 // STEP 03 ### The triaged lead is routed to the right rep. The routing capability inside Ortoo Orchestrator picks the best-fit rep based on skill, capacity, and territory in the same step. The rep picks up a lead ready to engage. 1. Hand to routing Same workflow 2. Best-fit rep Skill, capacity, region 3. Log decision Reason recorded Step 03 — Route 03 What good lead triage needs ## Three things separate working lead triage from a scoring model nobody trusts. Most lead triage projects fail in predictable ways. The classification ages out, the rules drift from sales reality, and reps stop trusting the scores. Three things keep the workflow useful. The path is operationally realistic: start with one workflow at a time, expand step by step as the team is ready. [Book a demo ](/contact?intent=demo) ### Multi-signal classification Score on intent, fit, engagement, and source together. One signal is rarely enough. ### AI on the signals that need it Apply AI where interpretation matters. Use deterministic logic for everything else. ### Connected to routing Triage that does not connect to routing creates a tagged queue, not a worked queue. Before vs after ## What changes when triage runs as a workflow. The leads do not change. What changes is whether the right one gets attention first. Before Before 1. 01 Manual triage 2. 02 Reps cherry-pick 3. 03 Score ignored 4. 04 Triage = admin Triage depends on rep availability and judgment. Hot leads cool while reps sort the queue. After With Ortoo Orchestrator 1. 01 Auto-classified 2. 02 Routed on intake 3. 03 Score trusted 4. 04 Triage = workflow Triage runs on every lead. Reps pick up classified, routed records and start the conversation. Where it fits ## Works with the Salesforce tools you already use. ### AI lead triage for high-velocity inbound SaaS Tech Tech and SaaS teams handle bursts of inbound that overwhelm manual review. Workflow-driven triage holds up at volume without scaling sales ops headcount in proportion to lead count. ### AI lead triage for regulated industries Financial services Healthcare In regulated sectors, the triage decision often depends on fields a rep cannot reasonably check on every lead. The workflow runs those checks against the same rules every time, captures the inputs, and produces an audit trail compliance teams can read. ### AI lead triage alongside scoring tools Lead scoring Marketing ops External scoring tools produce a number. Triage decides what to do with that number, combined with other signals. The workflow consumes the score as one input among several rather than treating it as the final answer. Built for revenue operations ## Triage decisions that drive the workflow, not rep memory. ### SDRs spend their time on conversations, not on sorting. When the workflow handles classification and routing, SDRs spend their first hour calling, not triaging. The administrative tax on selling drops, and conversion rates rise because hot leads get attention first. Triage runs as one step in the workflow from intake to assignment. ### Triage decisions become a defensible audit trail. Every classification is logged with the inputs that drove it. Marketing and sales ops can answer why a lead scored what it scored, and triage rules can be tuned based on actual outcomes. ### Specialised agents do the work, not a single generalist AI. Each step is owned by a specialised agent with a defined role, including the Triage Agent relevant to this workflow. Agents pass context between steps, AI is applied only where interpretation adds value, and deterministic logic controls the rest. Intent Fit Engagement Source Behaviour Industry Region Score Urgency Signals the triage workflow evaluates Components of AI lead triage ## Four elements every triage workflow needs to cover. Ortoo Orchestrator provides the engine. Classification rules, AI triggers, and routing logic are configured by sales operations. ### Multi-signal classification Intent, fit, engagement, and source all feed the triage decision. ### Selective AI application ### Connected routing ### Native Salesforce execution // RULE CONFIG #### Mid-market inbound, intent-driven triage source Webform, demo request fit Mid-market, NA + EMEA AI signals Intent, urgency score threshold \>= 70 high-priority routing Skill + capacity match audit Inputs + score logged IF fit = mid-market AND intent score >= 70 THEN classify high-priority and route to AE within SLA. Case studies ## Teams running triage as a workflow. [ Sage Intacct Moved from manual lead triage to a defined workflow, scaling inbound handling without scaling SDR headcount. Read case study ](/case-studies/sage-intacct-2)[ Verivox 75% Addressed 75% of inbound work within the first 30 minutes by combining triage with the routing capability inside Ortoo Orchestrator. Read case study ](/case-studies/verivox)[ Rapid7 Handled rising inbound volume by classifying and routing through orchestrated workflows instead of rep judgment. Read case study ](/case-studies/rapid7) Related use cases ## Adjacent revenue workflows in Ortoo Orchestrator. [ Qualifying leads automatically Score and qualify leads against defined criteria. ](/use-case/deploy-ai-to-qualify-leads-automatically-in-salesforce)[ Enriching leads with AI Fill in firmographic and behavioural data on intake. ](/use-case/use-ai-to-enrich-leads-in-salesforce)[ Automating lead conversion Convert qualified leads into opportunities automatically. ](/use-case/how-to-convert-leads-automatically-in-salesforce)[ Ortoo agents — Triage, Enrichment, Routing, more Specialised agents for every step of operational work. ](/solutions/agents)[ Lead routing in Salesforce The full lead routing lifecycle. ](/resources/pillar/lead-routing-salesforce)[ Lead assignment in Salesforce Where triage hands off to assignment. ](/use-cases/lead-assignment-in-salesforce) FAQ ## Common questions How do I automate lead triage in Salesforce? + Configure classification on intent, fit, engagement, and source in Ortoo Orchestrator; AI reads the free-text signals, deterministic logic handles the structured ones, and the triaged lead routes to the right rep in the same step, point and click, no code. What signals does AI lead triage use? + Intent, fit, engagement, source, behavioural patterns, and any qualification fields the team configured. AI handles the free-text and unstructured signals; deterministic logic handles the structured ones. How does this work with our existing lead scoring tool? + External scoring tools produce a number that the triage workflow consumes as one input among several. The workflow does not replace the scoring engine; it puts the score in context alongside intent, fit, and routing requirements. Will it override our SDRs' judgment? + The workflow runs the classification logic the team agrees on. SDRs can still override an individual record where context warrants. Overrides feed back into the workflow's tuning so accuracy improves over time. Can we use our own LLM provider? + Yes. Bring-your-own-LLM is supported, so teams with their own OpenAI, Anthropic, or Google enterprise contract route AI calls through their own provider, with costs and audit trails on their own bill. Does this require Apex or a developer to set up? + No. Classification rules, AI triggers, and routing logic are configured declaratively inside Salesforce setup. Sales ops adjusts the workflow without engineering involvement. How quickly does triage update when sales priorities change? + Operations teams update the rules in Salesforce setup and the next inbound lead reflects the new logic. No release cycle, no waiting for a model retraining. Where do the triage results live for reporting? + As fields on the Salesforce lead. Classification, score, urgency flags, and routing reasons are all visible on the record and queryable in standard Salesforce reports. Make triage predictable ## Prioritize the leads worth acting on first. Book a 30-minute conversation. We will walk through your current triage logic and where workflow execution removes the lag. Installs natively into Salesforce. Start with one workflow, expand to others as the team is ready. You pay for work completed, not the steps required to complete it. [Book a demo ](/contact?intent=demo)[Map your workflow](/contact?intent=workflow-mapping) ![Ortoo logo, workflow orchestration for Salesforce](/assets/ortoo-logo-C6Mjw-cG.svg) Workflow orchestration in Salesforce, executed by specialized agents under controlled AI. 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