---
title: "Use AI to enrich leads in Salesforce | Ortoo"
description: "Enrich every Salesforce lead with firmographic, behavioural, and intent data on intake. AI lead enrichment inside Ortoo Orchestrator, native to Salesforce."
lang: en
json-ld: |
  [
    {
      "@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": "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": "Use AI to enrich leads in Salesforce",
          "item": "https://ortooapps.com/use-case/use-ai-to-enrich-leads-in-salesforce"
        }
      ]
    },
    {
      "@context": "https://schema.org",
      "@type": "FAQPage",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "Which data providers can we use?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Any provider with an API. Common integrations include Clearbit, ZoomInfo, Apollo, and 6sense. The workflow handles the API call, field mapping, and conflict resolution declaratively."
          }
        },
        {
          "@type": "Question",
          "name": "What happens when providers disagree?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "The team configures the conflict resolution rule per field. The workflow records which source was used so the lineage is traceable from the Salesforce record."
          }
        },
        {
          "@type": "Question",
          "name": "Can we use our own LLM provider for the AI parts?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes. Bring-your-own-LLM is supported, so teams running an 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": "How is enrichment cost controlled?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Calls to external data providers happen only on the leads the workflow flags as worth enriching, based on rules the team set. Cost per lead is predictable and visible in Salesforce reporting."
          }
        },
        {
          "@type": "Question",
          "name": "Does this require Apex or a developer to set up?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "No. Source definitions, field mappings, and conflict resolution rules are configured declaratively inside Salesforce setup. Operations teams adjust the workflow without engineering involvement."
          }
        },
        {
          "@type": "Question",
          "name": "Does enrichment feed the routing decision?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes. Enrichment runs in the same workflow as routing, so the routing capability inside Ortoo Orchestrator can read the freshly attached fields when matching the lead to a rep."
          }
        },
        {
          "@type": "Question",
          "name": "Is the enrichment audit trail reportable?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes. Every enrichment step is logged with the source, the field, and the timestamp. Standard Salesforce reporting surfaces it automatically."
          }
        }
      ]
    }
  ]
---

[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)

Revenue workflows 

# AI lead enrichment in Salesforce.

Most inbound leads arrive with two fields filled in: a name and an email. Reps spend the first ten minutes filling in the gaps before they can decide whether to engage. Ortoo Orchestrator enriches every lead on intake, attaches firmographic and behavioural context to the record, and surfaces what matters before the rep ever opens it.

[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)

![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 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)

![Volvo logo, Ortoo 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 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)

![Volvo logo, Ortoo 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)

What it is

## AI lead enrichment, in plain terms.

AI lead enrichment in Salesforce means appending the data points a rep would otherwise look up manually, on every inbound lead, the moment it lands. Firmographics, behavioural signals, and intent context all attach to the record automatically.

Enrichment sits inside Ortoo Orchestrator. AI is applied selectively for the signals that need interpretation, deterministic logic handles structured lookups, and every enrichment step is logged on the lead.

The problem

## AI lead enrichment removes the research tax reps pay on every inbound lead

Salesforce has the records and the events; what most teams still lack is the orchestration that turns AI from a one-off tool into a system. AI lead enrichment fixes the gap most revenue ops accept by default. A lead arrives with thin data. A rep digs through LinkedIn, the company website, and CRM history before they can decide whether to engage. Multiply that across every lead and the cumulative cost is real time off the calling block.

Worse, the lookups vary. One rep fills in industry; another adds employee count; a third notes recent funding. The same lead, depending on which rep picks it up, ends up with different data in Salesforce. Reporting suffers and so does forecasting.

> Reps should be calling leads, not researching them.

Ortoo Orchestrator enriches every inbound lead on intake. Firmographic data, behavioural signals, and intent context attach to the record before the rep opens it, with the workflow controlling which sources are used and how conflicts are resolved.

// HOW IT WORKS

## Triggered by case context. Not by who is watching the queue.

1.  01 
    
    // STEP 01
    
    ### Every lead is enriched the moment it lands.
    
    Inbound leads trigger the enrichment workflow on creation. Configured data sources are queried in sequence or in parallel, depending on the rules the team set up.
    
    1.  Lead created
        
        Thin record
        
    2.  Query sources
        
        Sequence or parallel
        
    3.  Resolve conflicts
        
        Source priority
        
    
    Step 01 — Lookup
    
    01 
2.  02 
    
    // STEP 02
    
    ### AI reads the signals that need interpretation.
    
    Free-text intent, unstructured engagement data, and behavioural patterns sit better with AI. The workflow applies AI selectively for those signals, with deterministic lookups handling the rest. This step is handled by the enrichment agent inside Ortoo Orchestrator.
    
    1.  AI on free text
        
        Intent, behaviour
        
    2.  Deterministic lookup
        
        Firmographics
        
    3.  Map to fields
        
        Standard + custom
        
    
    Step 02 — Append
    
    02 
3.  03 
    
    // STEP 03
    
    ### Enriched data attaches to the lead, ready to act on.
    
    Firmographic fields, behavioural scores, and any AI-derived flags land on the Salesforce record. Routing logic can then read those fields when deciding which rep to match.
    
    1.  Write to lead
        
        Fields populated
        
    2.  Hand off to routing
        
        Same workflow
        
    3.  Log lineage
        
        Source per field
        
    
    Step 03 — Surface
    
    03 

What good enrichment needs

## Three things separate working enrichment from a noisy field dump.

Adding data to a lead is easy. Adding the right data, in the right fields, on the right schedule is what makes enrichment useful. Three things keep the workflow trustworthy. 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)

### Source conflict resolution

Multiple data sources disagree. Define which wins, and capture the source so audit is traceable.

### Mapped to the routing rules

Enrichment that does not connect to routing is data without consequence.

### AI on the signals that need it

Use AI for interpretation, structured lookups for everything else. Cost stays bounded.

Before vs after

## What changes when enrichment runs as a workflow.

The data sources do not change. What changes is whether the data actually gets onto the record.

Before

Before

1.  01 Manual lookup 
2.  02 Inconsistent fields 
3.  03 Enrichment post-call 
4.  04 Rep-led research 

Reps spend the first ten minutes filling in the gaps before they can decide whether to engage.

After

With Ortoo Orchestrator

1.  01 Auto-enriched 
2.  02 Mapped fields 
3.  03 Enrichment on intake 
4.  04 Workflow-led research 

Reps open a lead with the context already attached and start the conversation.

Where it fits

## Works with the Salesforce tools you already use.

### AI lead enrichment with third-party data providers

Data providers Integrations 

External data services (Clearbit, ZoomInfo, Apollo, etc.) plug into the enrichment workflow as data sources. The workflow handles the API call, the field mapping, and the conflict resolution, with the team choosing which providers run on which leads.

### AI lead enrichment for regulated industries

Financial services Healthcare 

In regulated sectors, the enrichment decision often depends on data fields that must be sourced from a specific provider for compliance reasons. The workflow runs those checks against the right source every time, captures the inputs, and produces an audit trail.

### Enrichment feeding the routing decision

Routing Lead assignment 

Enrichment that does not feed routing creates richer records that still get routed by the wrong logic. Inside Ortoo Orchestrator, enrichment fields are available to the routing capability in the same workflow step, so the right rep gets the right lead based on freshly attached data.

Built for revenue operations

## Enrichment ops can own, end to end.

### Reps engage with context they did not have to find.

When the workflow handles research, reps spend their time on the conversation. Talk tracks land sharper because the context is already on the record, and discovery calls start further along. Enrichment runs as one step in the workflow from intake to assignment.

### Pipeline data becomes consistent across reps.

Every lead is enriched the same way. Marketing, sales ops, and leadership read the same fields, with the same definitions, on every record. Reporting accuracy rises without ops having to chase data quality manually.

### Specialised agents do the work, not a single generalist AI.

Each step is owned by a specialised agent with a defined role, including the Enrichment Agent relevant to this workflow. Agents pass context between steps, AI is applied only where interpretation adds value, and deterministic logic controls the rest.

Industry Employee count Revenue Tech stack Intent Funding Geography Engagement Lookalike score 

Signals the enrichment workflow attaches

Components of AI lead enrichment

## Four elements every enrichment workflow needs to cover.

Ortoo Orchestrator provides the engine. Data sources, field mappings, and conflict rules are configured by revenue operations.

### Multi-source orchestration

Query data providers in sequence or parallel, with conflict resolution rules.

### Selective AI application

### Mapped to standard and custom fields

### Native Salesforce execution

// RULE CONFIG

#### Enterprise inbound, multi-source enrichment

trigger

Lead created

providers

ZoomInfo, Clearbit

AI signals

Intent, sentiment

conflict rule

ZoomInfo wins on firmographics

field mapping

Industry, size, revenue

audit

Source per field

IF segment = Enterprise THEN query ZoomInfo + Clearbit; AI reads intent text; ZoomInfo wins on firmographics.

Case studies

## Teams running enrichment as a workflow.

[

Sage Intacct

Moved manual lead research into the enrichment workflow, freeing SDR time for outbound calls and improving data consistency across the pipeline.

Read case study ](/case-studies/sage-intacct-2)[

Verivox

75% 

Combined enriched lead data with the routing capability inside Ortoo Orchestrator to address 75% of inbound work within the first 30 minutes.

Read case study ](/case-studies/verivox)[

Rapid7

Standardised enrichment across high-volume inbound, replacing rep-led research with workflow-led data attachment.

Read case study ](/case-studies/rapid7)

Related use cases

## Adjacent revenue workflows in Ortoo Orchestrator.

[

AI lead triage

Classify and prioritise leads on intake.



](/use-case/using-ai-to-triage-leads-automatically-within-salesforce)[

Qualifying leads automatically

Score leads against defined qualification criteria.



](/use-case/deploy-ai-to-qualify-leads-automatically-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)

FAQ

## Common questions

Which data providers can we use? + 

Any provider with an API. Common integrations include Clearbit, ZoomInfo, Apollo, and 6sense. The workflow handles the API call, field mapping, and conflict resolution declaratively.

What happens when providers disagree? + 

The team configures the conflict resolution rule per field. The workflow records which source was used so the lineage is traceable from the Salesforce record.

Can we use our own LLM provider for the AI parts? + 

Yes. Bring-your-own-LLM is supported, so teams running an OpenAI, Anthropic, or Google enterprise contract route AI calls through their own provider, with costs and audit trails on their own bill.

How is enrichment cost controlled? + 

Calls to external data providers happen only on the leads the workflow flags as worth enriching, based on rules the team set. Cost per lead is predictable and visible in Salesforce reporting.

Does this require Apex or a developer to set up? + 

No. Source definitions, field mappings, and conflict resolution rules are configured declaratively inside Salesforce setup. Operations teams adjust the workflow without engineering involvement.

Does enrichment feed the routing decision? + 

Yes. Enrichment runs in the same workflow as routing, so the routing capability inside Ortoo Orchestrator can read the freshly attached fields when matching the lead to a rep.

Is the enrichment audit trail reportable? + 

Yes. Every enrichment step is logged with the source, the field, and the timestamp. Standard Salesforce reporting surfaces it automatically.

Stop researching, start engaging 

## Enrich lead records without manual research.

Book a 30-minute conversation. We will walk through your current research workflow and where automation 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.

PRODUCT

-   [Orchestrator](/orchestrator)
-   [Solutions](/solutions)
-   [Pricing](/pricing)

## PRODUCT

-   [Orchestrator](/orchestrator)
-   [Solutions](/solutions)
-   [Pricing](/pricing)

WHY

-   [Why Orchestrator](/why-orchestrator)
-   [Customers](/case-studies)

## WHY

-   [Why Orchestrator](/why-orchestrator)
-   [Customers](/case-studies)

RESOURCES

-   [Blog](/resources/blog)
-   [Downloads](/resources/downloads)

## RESOURCES

-   [Blog](/resources/blog)
-   [Downloads](/resources/downloads)

USE CASES

-   [Case assignment](/case-assignment)
-   [Lead assignment](/lead-assignment-in-salesforce)
-   [Email-to-Anything](/solutions/email-to-anything)
-   [See all use cases](/use-cases)

## USE CASES

-   [Case assignment](/case-assignment)
-   [Lead assignment](/lead-assignment-in-salesforce)
-   [Email-to-Anything](/solutions/email-to-anything)
-   [See all use cases](/use-cases)

COMPANY

-   [About](/about-ortoo)
-   [Ascendx Approach](/ascendx-approach)
-   [Careers](https://ascendx.cloud/vacancies/)
-   [Contact](/contact)

## COMPANY

-   [About](/about-ortoo)
-   [Ascendx Approach](/ascendx-approach)
-   [Careers](https://ascendx.cloud/vacancies/)
-   [Contact](/contact)

LEGAL

-   [Privacy policy](/privacy)
-   [Terms of service](/terms)
-   [Cookie policy](/cookies)

## LEGAL

-   [Privacy policy](/privacy)
-   [Terms of service](/terms)
-   [Cookie policy](/cookies)

© 2026 Ortoo. An Ascendx Company. All rights reserved.

[](https://www.linkedin.com/company/ortooapps/)[](https://x.com/OrtooApps)