{"id":6741,"date":"2026-02-20T11:04:00","date_gmt":"2026-02-20T10:04:00","guid":{"rendered":"https:\/\/revodata.nl\/?page_id=6741"},"modified":"2026-10-14T15:22:10","modified_gmt":"2026-10-14T13:22:10","slug":"databricks-ai-engineering","status":"publish","type":"page","link":"https:\/\/revodata.nl\/nl\/databricks-ai-engineering\/","title":{"rendered":"Databricks AI Engineering"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6741\" class=\"elementor elementor-6741\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-53b3dd97 elementor-section-height-min-height elementor-section-items-stretch elementor-section-boxed elementor-section-height-default\" data-id=\"53b3dd97\" data-element_type=\"section\" data-e-type=\"section\" id=\"home-header\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4979ba3 lines-dark\" data-id=\"4979ba3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab80ebb elementor-widget elementor-widget-html\" data-id=\"ab80ebb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<!-- ============================================================\n     REVODATA \u00b7 DATABRICKS AI ENGINEERING\n     Paste this whole file into an Elementor HTML widget.\n\n     TO CHANGE AN IMAGE: upload it to the WordPress Media Library,\n     copy its URL, and paste it over the URL in the matching\n     <img decoding=\"async\" src=\"...\"> below. 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summary .pl{transform:rotate(45deg)}\n.rd-ar details p{font-size:13px;line-height:1.7;color:var(--body);margin-bottom:18px;max-width:70ch;text-wrap:pretty}\n\n\/* cta *\/\n.rd-ar .cta{background:var(--navy);color:#fff;padding-top:88px;padding-bottom:88px}\n.rd-ar .cta .pill{border-color:rgba(255,255,255,.28);color:rgba(255,255,255,.85)}\n.rd-ar .cta h2{font-size:clamp(38px,5vw,60px);line-height:1.02;letter-spacing:-.04em;margin:32px 0 0;max-width:16ch}\n.rd-ar .cta-row{display:flex;flex-wrap:wrap;align-items:flex-end;justify-content:space-between;gap:40px;margin-top:40px}\n.rd-ar .cta-row p{font-size:clamp(16px,1.4vw,19px);line-height:1.6;color:rgba(255,255,255,.72);max-width:38ch;text-wrap:pretty}\n.rd-ar .btn-lg{font-size:16px;padding:18px 34px}\n\n@media (max-width:900px){\n  .rd-ar section{padding:60px 24px}\n  .rd-ar .hero{padding-top:calc(var(--hero-top) * .75)}\n  .rd-ar .hero-grid,.rd-ar .areas-grid,.rd-ar .tim-grid{grid-template-columns:minmax(0,1fr);gap:36px}\n  .rd-ar .aud-grid{grid-template-columns:minmax(0,1fr);grid-template-rows:auto auto auto}\n  .rd-ar .aud-head,.rd-ar .aud-photo,.rd-ar .aud-cards{grid-column:1;grid-row:auto}\n  .rd-ar .aud-cards{margin-top:28px}\n  .rd-ar .out-grid{grid-template-columns:repeat(2,minmax(0,1fr))}\n  .rd-ar .area{grid-template-columns:40px minmax(0,1fr);gap:14px 18px}\n  .rd-ar .courses{grid-column:2}\n  .rd-ar .areas-cta{min-height:300px}\n}\n@media (max-width:560px){\n  .rd-ar .stats,.rd-ar .aud-cards,.rd-ar .out-grid,.rd-ar .moments{grid-template-columns:minmax(0,1fr)}\n  .rd-ar .out-card.wide{flex-direction:column;align-items:flex-start}\n}\n<\/style>\n\n<div class=\"rd-ar\">\n\n  <section class=\"hero\">\n    <div class=\"hero-grid\">\n      <div>\n        <span class=\"pill\">Service \u00b7 Databricks<\/span>\n        <h1>Databricks AI Engineering<\/h1>\n        <p class=\"hero-body\">You have AI models that work, and now they need to keep working. RevoData handles the heavy lifting of AI infrastructure on Databricks, so your team can focus on what they do best: innovating.<\/p>\n        <div class=\"btns\">\n          <a class=\"btn btn-primary\" href=\"https:\/\/revodata.nl\/contact\/\">Talk to an AI engineer <svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"m12 5 7 7-7 7\"\/><\/svg><\/a>\n          <a class=\"btn btn-ghost\" href=\"#rd-areas\">See how we work<\/a>\n        <\/div>\n        <div class=\"rule\"><\/div>\n        <div class=\"stats\">\n          <div><div class=\"stat-v\">7<\/div><div class=\"stat-l\">Pillars of AI engineering<\/div><\/div>\n          <div><div class=\"stat-v\">4<\/div><div class=\"stat-l\">Gen AI specialties<\/div><\/div>\n          <div><div class=\"stat-v\">Days<\/div><div class=\"stat-l\">From code to production<\/div><\/div>\n        <\/div>\n      <\/div>\n      <!-- IMAGE 1 \u2014 hero visual -->\n      <div class=\"hero-img\"><img decoding=\"async\" src=\"https:\/\/revodata.nl\/wp-content\/uploads\/Screenshot-2026-01-08-at-16.49.36.png\" alt=\"Databricks AI Engineering\"><\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"aud\">\n    <div class=\"aud-grid\">\n      <div class=\"aud-head\">\n        <div class=\"kicker\">Who it is for<\/div>\n        <h2 class=\"h2\">Is AI engineering something you need?<\/h2>\n      <\/div>\n      <!-- IMAGE 2 \u2014 team photo -->\n      <div class=\"aud-photo\"><img decoding=\"async\" src=\"https:\/\/revodata.nl\/wp-content\/uploads\/Group-e1791546436574.jpg\" alt=\"The RevoData team\"><\/div>\n      <div class=\"aud-cards\">\n        <div class=\"aud-card\"><div class=\"aud-n\">01<\/div><p>Your business relies on a Gen AI tool and you need it to stay accurate.<\/p><\/div>\n        <div class=\"aud-card\"><div class=\"aud-n\">02<\/div><p>Your compute costs are growing faster than your AI use.<\/p><\/div>\n        <div class=\"aud-card\"><div class=\"aud-n\">03<\/div><p>You have a proof of concept and want to take it to production.<\/p><\/div>\n        <div class=\"aud-card\"><div class=\"aud-n\">04<\/div><p>Your team updates models by hand instead of building new features.<\/p><\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"out\">\n    <div class=\"kicker\">Why it matters<\/div>\n    <h2 class=\"h2\">The benefits of Databricks AI Engineering<\/h2>\n    <div class=\"out-grid\">\n      <div class=\"out-card\">\n        <span class=\"ico\"><svg viewBox=\"0 0 24 24\"><path d=\"M4 14a1 1 0 0 1-.78-1.63l9.9-10.2a.5.5 0 0 1 .86.46l-1.92 6.02A1 1 0 0 0 13 10h7a1 1 0 0 1 .78 1.63l-9.9 10.2a.5.5 0 0 1-.86-.46l1.92-6.02A1 1 0 0 0 11 14z\"\/><\/svg><\/span>\n        <div class=\"out-t\">Accelerate time to value<\/div>\n        <p class=\"out-b\">Move from code to production in days, not months.<\/p>\n      <\/div>\n      <div class=\"out-card\">\n        <span class=\"ico\"><svg viewBox=\"0 0 24 24\"><path d=\"M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z\"\/><path d=\"m9 12 2 2 4-4\"\/><\/svg><\/span>\n        <div class=\"out-t\">Ensure reliability<\/div>\n        <p class=\"out-b\">Guard against silent problems like model drift and hallucinations.<\/p>\n      <\/div>\n      <div class=\"out-card\">\n        <span class=\"ico\"><svg viewBox=\"0 0 24 24\"><polyline points=\"22 7 13.5 15.5 8.5 10.5 2 17\"\/><polyline points=\"16 7 22 7 22 13\"\/><\/svg><\/span>\n        <div class=\"out-t\">Scale efficiently<\/div>\n        <p class=\"out-b\">Optimize Databricks clusters so compute costs don\u2019t outpace growth.<\/p>\n      <\/div>\n      <div class=\"out-card\">\n        <span class=\"ico\"><svg viewBox=\"0 0 24 24\"><path d=\"M12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83Z\"\/><path d=\"m22 17.65-9.17 4.16a2 2 0 0 1-1.66 0L2 17.65\"\/><path d=\"m22 12.65-9.17 4.16a2 2 0 0 1-1.66 0L2 12.65\"\/><\/svg><\/span>\n        <div class=\"out-t\">Focus on innovation<\/div>\n        <p class=\"out-b\">Automate repeatable tasks and spend less time firefighting, more time on new features.<\/p>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"areas\" id=\"rd-areas\">\n    <div class=\"kicker\">How we work<\/div>\n    <h2 class=\"h2\">Seven pillars of a reliable AI engine<\/h2>\n    <div class=\"areas-grid\">\n      <div class=\"area-list\">\n        <div class=\"area\">\n          <div class=\"area-n\">01<\/div>\n          <div class=\"area-t\">Reproducibility<\/div>\n          <div class=\"courses\"><p>Reproduce the exact state of your application at any time. Get AI outcomes you can rely on.<\/p><\/div>\n        <\/div>\n        <div class=\"area\">\n          <div class=\"area-n\">02<\/div>\n          <div class=\"area-t\">Automation<\/div>\n          <div class=\"courses\"><p>Automate repeatable tasks. Give your engineers time to build new features.<\/p><\/div>\n        <\/div>\n        <div class=\"area\">\n          <div class=\"area-n\">03<\/div>\n          <div class=\"area-t\">Versioning<\/div>\n          <div class=\"courses\"><p>Version code, data and models together. Trace and audit every insight.<\/p><\/div>\n        <\/div>\n        <div class=\"area\">\n          <div class=\"area-n\">04<\/div>\n          <div class=\"area-t\">Testing<\/div>\n          <div class=\"courses\"><p>Test code, data and models before they reach production. Catch errors and unwanted results early.<\/p><\/div>\n        <\/div>\n        <div class=\"area\">\n          <div class=\"area-n\">05<\/div>\n          <div class=\"area-t\">Monitoring<\/div>\n          <div class=\"courses\"><p>Track data quality, model performance and errors. Catch model drift before it affects your business.<\/p><\/div>\n        <\/div>\n        <div class=\"area\">\n          <div class=\"area-n\">06<\/div>\n          <div class=\"area-t\">Deployments<\/div>\n          <div class=\"courses\"><p>Keep development and production code apart. Decide what is deployed, and when.<\/p><\/div>\n        <\/div>\n        <div class=\"area\">\n          <div class=\"area-n\">07<\/div>\n          <div class=\"area-t\">Ways of working<\/div>\n          <div class=\"courses\"><p>Combine development and operations in one team. Work in rapid sprints that deliver continuous value.<\/p><\/div>\n        <\/div>\n      <\/div>\n      <div class=\"areas-cta\">\n        <!-- IMAGE 3 \u2014 accent visual behind the panel -->\n        <div class=\"bg\"><img decoding=\"async\" src=\"https:\/\/revodata.nl\/wp-content\/uploads\/DSC08123.jpg\" alt=\"\"><\/div>\n        <div class=\"in\">\n          <p>AI models as robust as enterprise software \u2014 from proof of concept to global scale.<\/p>\n          <a class=\"link\" href=\"https:\/\/revodata.nl\/contact\/\">Talk to an AI engineer <svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"m12 5 7 7-7 7\"\/><\/svg><\/a>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"tim\">\n    <div class=\"tim-grid\">\n      <!-- IMAGE 4 \u2014 photo next to the Gen AI section -->\n      <div class=\"tim-photo\"><img decoding=\"async\" src=\"https:\/\/revodata.nl\/wp-content\/uploads\/R0004908-768x512.jpg\" alt=\"\"><\/div>\n      <div>\n        <div class=\"kicker\">Generative AI<\/div>\n        <h2 class=\"h2\">Generative AI takes a different discipline<\/h2>\n        <div class=\"moments\">\n        <div class=\"moment\">\n          <span class=\"m-i\"><svg viewBox=\"0 0 24 24\"><path d=\"M7.9 20A9 9 0 1 0 4 16.1L2 22Z\"\/><\/svg><\/span>\n          <div class=\"m-t\">RAG evaluation<\/div>\n          <p>Keep your \u201cchat with your data\u201d tools grounded in facts.<\/p>\n        <\/div>\n        <div class=\"moment\">\n          <span class=\"m-i\"><svg viewBox=\"0 0 24 24\"><path d=\"M9.94 14.06 3 21\"\/><path d=\"M15 3l6 6\"\/><path d=\"m21 3-9.5 9.5\"\/><path d=\"M3 3l3 3\"\/><path d=\"M14 21l7-7\"\/><\/svg><\/span>\n          <div class=\"m-t\">Last-mile enrichment<\/div>\n          <p>Turn raw model responses into business-ready actions that fit your systems.<\/p>\n        <\/div>\n        <div class=\"moment\">\n          <span class=\"m-i\"><svg viewBox=\"0 0 24 24\"><polyline points=\"16 18 22 12 16 6\"\/><polyline points=\"8 6 2 12 8 18\"\/><\/svg><\/span>\n          <div class=\"m-t\">Prompt management<\/div>\n          <p>Treat prompts like code, so outputs stay consistent and predictable.<\/p>\n        <\/div>\n        <div class=\"moment\">\n          <span class=\"m-i\"><svg viewBox=\"0 0 24 24\"><path d=\"M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z\"\/><\/svg><\/span>\n          <div class=\"m-t\">Guardrails<\/div>\n          <p>Monitor for hallucinations in real time and protect your brand reputation.<\/p>\n        <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"faq\">\n    <div class=\"faq-in\">\n      <h2>Frequently asked<\/h2>\n      <details>\n        <summary><span>What does AI engineering cover?<\/span><span class=\"pl\"><svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"M12 5v14\"\/><\/svg><\/span><\/summary>\n        <p>Reproducibility, automation, versioning, testing, monitoring, deployments and ways of working \u2014 all on the Databricks platform.<\/p>\n      <\/details>\n      <details>\n        <summary><span>Our model is still a proof of concept. Can you help?<\/span><span class=\"pl\"><svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"M12 5v14\"\/><\/svg><\/span><\/summary>\n        <p>Yes. That is what AI engineering is for: we take your model from proof of concept to production, and from there to global scale.<\/p>\n      <\/details>\n      <details>\n        <summary><span>Do you work with Generative AI?<\/span><span class=\"pl\"><svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"M12 5v14\"\/><\/svg><\/span><\/summary>\n        <p>Yes. We build pipelines for RAG evaluation, prompt management, guardrails and last-mile enrichment.<\/p>\n      <\/details>\n      <details>\n        <summary><span>How do you catch model drift?<\/span><span class=\"pl\"><svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"M12 5v14\"\/><\/svg><\/span><\/summary>\n        <p>We monitor data quality, model performance and errors, so drift shows up before it affects your business.<\/p>\n      <\/details>\n      <details>\n        <summary><span>Will our compute costs grow with our AI?<\/span><span class=\"pl\"><svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"M12 5v14\"\/><\/svg><\/span><\/summary>\n        <p>Not faster than your growth. We optimize your Databricks clusters to keep compute costs in line.<\/p>\n      <\/details>\n    <\/div>\n  <\/section>\n\n  <section class=\"cta\" id=\"rd-cta\">\n    <span class=\"pill\">Service \u00b7 Databricks<\/span>\n    <h2>Build an AI lifecycle that lasts<\/h2>\n    <div class=\"cta-row\">\n      <p>From proof of concept to global scale, we bridge the gap.<\/p>\n      <!-- CONTACT LINK \u2014 point this at your contact page -->\n      <a class=\"btn btn-primary btn-lg\" href=\"https:\/\/revodata.nl\/contact\/\">Talk to an AI engineer <svg viewBox=\"0 0 24 24\"><path d=\"M5 12h14\"\/><path d=\"m12 5 7 7-7 7\"\/><\/svg><\/a>\n    <\/div>\n  <\/section>\n\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Service \u00b7 Databricks Databricks AI Engineering You have AI models that work, and now they need to keep working. RevoData handles the heavy lifting of AI infrastructure on Databricks, so your team can focus on what they do best: innovating. Talk to an AI engineer See how we work 7Pillars of AI engineering 4Gen AI [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-6741","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/pages\/6741","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/comments?post=6741"}],"version-history":[{"count":34,"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/pages\/6741\/revisions"}],"predecessor-version":[{"id":7954,"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/pages\/6741\/revisions\/7954"}],"wp:attachment":[{"href":"https:\/\/revodata.nl\/nl\/wp-json\/wp\/v2\/media?parent=6741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}