{"id":576,"date":"2026-06-15T12:43:47","date_gmt":"2026-06-15T11:43:47","guid":{"rendered":"https:\/\/aiprocessia.com\/blog\/process-mining-discover-processes-automate-first\/"},"modified":"2026-06-15T12:46:45","modified_gmt":"2026-06-15T11:46:45","slug":"process-mining-discover-processes-automate-first","status":"publish","type":"post","link":"https:\/\/aiprocessia.com\/blog\/en\/process-mining-discover-processes-automate-first\/","title":{"rendered":"Process Mining: Discover Which Business Processes You Should Automate First"},"content":{"rendered":"<p>A logistics company in Alicante decided to \u00abautomate invoicing\u00bb because the department kept complaining about being overloaded. They spent three months and a solid budget on a workflow that, on paper, was flawless. The problem: invoicing was not the real bottleneck. The jam was in delivery-note validation, an earlier step nobody had measured. The result was a beautiful automated process that still waited, just like before, for the right data to arrive. They had automated the wrong stretch.<\/p>\n<p>This mistake is more common than it seems. Companies automate what <em>looks<\/em> urgent, what shouts the loudest, or what the boss saw in a demo. They almost never automate what truly moves the needle, simply because nobody has looked at the data. And that is exactly where <strong>process mining<\/strong> comes in: the discipline that tells you, with facts rather than opinions, which business processes you should automate first.<\/p>\n<h2>The mistake of automating blindly<\/h2>\n<p>When you ask a team \u00abhow does your order process work?\u00bb, they describe the <em>ideal<\/em> process: the one in the manual, the one that should happen. But the real process is something else. There are reworks, back-and-forths, skipped steps, exceptions that have become the norm, and an approval email that takes two days because it is always signed by the same person, who travels a lot.<\/p>\n<p>Automating on top of that idealised description is building on sand. You invest in the step you think matters, discover the problem was three boxes earlier, and end up with an automation that doesn&#8217;t reduce the total process time because the bottleneck is still intact. You&#8217;ve spent money and, worse, burned the internal credibility of the automation project.<\/p>\n<h2>What process mining is (and why it changes the rules)<\/h2>\n<p><strong>Process mining<\/strong> means analysing the logs your systems already generate \u2014ERP, CRM, document manager, email, ticketing\u2014 to reconstruct how processes flow <strong>in reality<\/strong>, not in the manual. Every time someone creates an order, approves it, modifies it or invoices it, your software leaves a timestamped trace. Process mining stitches those traces together and draws the real map of the process.<\/p>\n<p>What makes it powerful is that it uncovers <strong>automation opportunities<\/strong> no \u00ablet&#8217;s sketch the process on a whiteboard\u00bb workshop would ever find:<\/p>\n<ul>\n<li><strong>Real bottlenecks:<\/strong> between which two steps time is actually lost (measured in hours, not gut feeling).<\/li>\n<li><strong>Hidden reworks:<\/strong> how many times an order goes backwards because of errors or missing data.<\/li>\n<li><strong>Process variants:<\/strong> you discover your \u00absingle process\u00bb actually has 40 different paths, and 80% of the volume only goes through 3 of them.<\/li>\n<li><strong>Repetitive manual steps:<\/strong> the copy-paste tasks between systems that are perfect candidates for RPA or AI.<\/li>\n<\/ul>\n<h2>How to apply it in an SMB, step by step<\/h2>\n<p>You don&#8217;t need to be a multinational or buy an expensive suite. Process mining for SMBs is accessible today:<\/p>\n<ol>\n<li><strong>Export the logs:<\/strong> most ERPs and CRMs let you pull an event history with three minimum columns: case ID (order number), activity (what happened) and timestamp (when). That&#8217;s enough to start.<\/li>\n<li><strong>Load it into an analysis tool:<\/strong> options range from free (such as PM4Py on Python) to commercial platforms with SMB plans. For a first diagnosis, even a well-built spreadsheet gives you clues.<\/li>\n<li><strong>Read the real map:<\/strong> the tool draws the flow with average times between steps and the volume of each path. The jams jump right out.<\/li>\n<li><strong>Prioritise by ROI:<\/strong> and this is the key step we explain next.<\/li>\n<\/ol>\n<h2>How to prioritise what to automate first<\/h2>\n<p>Not everything that can be automated deserves to be. The practical formula we use to prioritise is simple and relies on three factors that process mining hands you already measured:<\/p>\n<p><strong>Frequency \u00d7 Unit time \u00d7 Variability = Priority<\/strong><\/p>\n<ul>\n<li><strong>Frequency:<\/strong> how many times a month it happens. Automating something that occurs twice a year almost never pays off; something that happens 500 times a month does.<\/li>\n<li><strong>Unit time:<\/strong> how long it takes to do by hand each time.<\/li>\n<li><strong>Variability:<\/strong> if the process is always the same, it&#8217;s cheap and easy to automate; if it has a thousand exceptions, the cost goes up.<\/li>\n<\/ul>\n<p>An example with numbers. The logistics company from the start discovered, thanks to process mining, that delivery-note validation happened 600 times a month, consumed 8 minutes each time (4,800 minutes = 80 hours monthly) and was highly repetitive. The invoicing they wanted to automate, in contrast, happened 600 times but took 2 minutes and was already semi-automated. The math is obvious: process mining reshuffled the priority list and they pointed the investment at the step that freed up 80 hours a month instead of the one that freed up 15.<\/p>\n<h2>When does process mining make sense?<\/h2>\n<p>It&#8217;s not a tool for every situation. It makes sense when:<\/p>\n<ul>\n<li>Your processes generate enough volume and leave a digital trail in an ERP or CRM (if everything runs on WhatsApp and paper, you have to digitise first).<\/li>\n<li>You&#8217;re about to invest in automation and want to make sure you start where the return is highest.<\/li>\n<li>You suspect there are reworks or jams but can&#8217;t quite put your finger on them.<\/li>\n<li>Different people describe the \u00absame\u00bb process in contradictory ways.<\/li>\n<\/ul>\n<p>If your company runs fewer than a dozen operations a month of a given process, you probably don&#8217;t need process mining: direct observation is enough. But above a certain volume, the data sees what the human eye can&#8217;t.<\/p>\n<h2>The takeaway: measure before you automate<\/h2>\n<p>Automating without analysing is like operating without a diagnosis. <strong>Process mining<\/strong> is that diagnosis: it turns intuition into evidence and saves you the costly mistake of automating the wrong stretch. Starting with the right process can be the difference between a project that pays for itself in months and one that never quite proves its value.<\/p>\n<p>At AIPROCESSIA we do exactly this: we analyse the real data from your systems, identify where the true return lies and design the automation in order of impact, not in order of who shouts the loudest.<\/p>\n<p><!-- AIPROCESSIA-ENRICH-2026-06-10 --><\/p>\n<figure style=\"margin:2.2em 0;\"><figcaption style=\"font-weight:700;margin-bottom:.7em;font-size:1.05em;\">Two automation candidates: what the data says<\/figcaption><table style=\"width:100%;border-collapse:collapse;font-size:.96em;line-height:1.4;\">\n<thead>\n<tr style=\"background:#1d4ed8;color:#fff;\">\n<th style=\"padding:10px 12px;text-align:left;border:1px solid #1d4ed8;\">Process<\/th>\n<th style=\"padding:10px 12px;text-align:left;border:1px solid #1d4ed8;\">Frequency\/month<\/th>\n<th style=\"padding:10px 12px;text-align:left;border:1px solid #1d4ed8;\">Unit time<\/th>\n<th style=\"padding:10px 12px;text-align:left;border:1px solid #1d4ed8;\">Variability<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">Delivery-note validation<\/td>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">600<\/td>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">8 min<\/td>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">Low<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">Invoicing<\/td>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">600<\/td>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">2 min<\/td>\n<td style=\"padding:9px 12px;border:1px solid #33415544;\">Low (already semi-automated)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<figure style=\"margin:2.2em 0;\"><figcaption style=\"font-weight:700;margin-bottom:.7em;font-size:1.05em;\">Hours freed per month depending on the chosen process<\/figcaption><svg viewBox=\"0 0 600 98\" role=\"img\" style=\"width:100%;height:auto;max-width:620px;font-family:inherit;\"><text x=\"0\" y=\"38\" fill=\"currentColor\" font-size=\"14\">Delivery-note validation<\/text><rect x=\"140\" y=\"22\" width=\"430\" height=\"24\" rx=\"4\" fill=\"#3b82f6\"><\/rect><text x=\"578\" y=\"39\" fill=\"currentColor\" font-size=\"14\" font-weight=\"700\">80 h<\/text><text x=\"0\" y=\"78\" fill=\"currentColor\" font-size=\"14\">Invoicing<\/text><rect x=\"140\" y=\"62\" width=\"80\" height=\"24\" rx=\"4\" fill=\"#64748b\"><\/rect><text x=\"228\" y=\"79\" fill=\"currentColor\" font-size=\"14\" font-weight=\"700\">15 h<\/text><\/svg><\/figure>\n<p><!-- \/AIPROCESSIA-ENRICH-2026-06-10 --><\/p>\n<p><strong><a href=\"https:\/\/aiprocessia.com\/en\/#contact\">Contact us and we&#8217;ll analyse your case for free \u2192<\/a><\/strong><\/p>\n<p><!-- AIPROCESSIA-AUTHOR-BIO-V1 --><\/p>\n<div style=\"margin-top:48px;padding:24px;border:1px solid #334155;border-radius:12px;background:#1e293b;display:flex;gap:20px;align-items:flex-start;flex-wrap:wrap\">\n  <a href=\"https:\/\/joseaparra.com\/\" rel=\"author noopener\" target=\"_blank\" style=\"flex-shrink:0\"><br \/>\n    <img src=\"https:\/\/aiprocessia.com\/blog\/wp-content\/uploads\/2026\/05\/jose_parra_avatar_1080.jpg\" alt=\"Jose A. Parra - CEO and founder of AIPROCESSIA\" width=\"120\" height=\"120\" loading=\"lazy\" decoding=\"async\" style=\"border-radius:50%;object-fit:cover;display:block\" \/><br \/>\n  <\/a><\/p>\n<div style=\"flex:1;min-width:240px\">\n<p style=\"margin:0 0 4px 0;font-size:12px;text-transform:uppercase;letter-spacing:0.05em;color:#94a3b8 !important;font-weight:600\">About the author<\/p>\n<h3 style=\"margin:0 0 6px 0;font-size:20px;color:#f1f5f9 !important\">\n      <a href=\"\/blog\/author\/jose-a-parra\/\" rel=\"author\" style=\"color:#f1f5f9 !important;text-decoration:none\">Jose A. Parra<\/a><br \/>\n    <\/h3>\n<p style=\"margin:0 0 10px 0;font-size:14px;color:#cbd5e1 !important\"><strong>CEO &amp; Founder of AIPROCESSIA<\/strong> \u2014 30 years as IT consultant for Spanish SMBs.<\/p>\n<p style=\"margin:0 0 12px 0;font-size:14px;color:#cbd5e1 !important;line-height:1.55\">\n      For three decades I&#8217;ve been deploying ERP systems, integrations and \u2014 since 2023 \u2014 AI agents, RPA and OCR in real-world flows for invoicing, maintenance and customer service. My focus: automate <strong>5 key processes for under \u20ac100\/month<\/strong> and give back <strong>20-40 hours per week<\/strong> to the team \u2014 no one gets replaced.\n    <\/p>\n<p style=\"margin:0 0 12px 0;font-size:13px;color:#94a3b8 !important\">\n      Certified <strong>Generative AI Expert<\/strong> \u00b7 UDIA \u00b7 2026.\n    <\/p>\n<p style=\"margin:0;font-size:14px\">\n      <a href=\"https:\/\/www.linkedin.com\/in\/joseantparra\/\" rel=\"author noopener\" target=\"_blank\" style=\"color:#60a5fa !important;text-decoration:none;margin-right:14px\">LinkedIn \u2192<\/a><br \/>\n      <a href=\"https:\/\/joseaparra.com\/\" rel=\"author noopener\" target=\"_blank\" style=\"color:#60a5fa !important;text-decoration:none\">Personal site \u2192<\/a>\n    <\/p>\n<\/p><\/div>\n<\/div>\n<p><!-- \/AIPROCESSIA-AUTHOR-BIO-V1 --><\/p>\n<p><!-- AIPROCESSIA-AUTHOR-SCHEMA-V1 --><br \/>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Article\",\n  \"headline\": \"Process Mining: Discover Which Business Processes You Should Automate First\",\n  \"description\": \"Automating without analysing is the costliest mistake. 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Process mining uses the real data from your systems to tell you, with facts, which processes to automate first by ROI.<\/p>\n","protected":false},"author":3,"featured_media":577,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-576","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-process-optimization"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/posts\/576","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/comments?post=576"}],"version-history":[{"count":4,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/posts\/576\/revisions"}],"predecessor-version":[{"id":584,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/posts\/576\/revisions\/584"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/media\/577"}],"wp:attachment":[{"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/media?parent=576"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/categories?post=576"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiprocessia.com\/blog\/wp-json\/wp\/v2\/tags?post=576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}