From Data To Value. We enable organizations to turn data into actionable information. With our solution portfolio, which consists of premier data governance and management services and products, we help our customers manage their data lifecycle and be successful with their data monetization efforts.
The Gartner Data & Analytics Summit 2025 in London gathered leaders to explore the evolving landscape of data, analytics, and artificial intelligence. The event highlighted that organizations must build AI initiatives on a foundation of robust data governance, strategic alignment, and a culture prepared for transformation.
In today’s data-driven world, organizations are increasingly recognizing the immense value hidden within their data. However, simply collecting data isn’t enough. To truly unlock its potential, businesses need a well-defined data architecture supported by robust data governance. This article explores the critical distinction between business data architecture and technical data architecture, the two pillars of […]
Let’s get real about a problem that keeps CDO, CAIO, CIO and basically any manager involved with data up at night: technical debt. Again, it’s not just another corporate buzzword – it’s the silent killer of efficiency, innovation, and organizational success. Just imagine your data ecosystem as a complex building. Technical debt is like constructing […]
In today’s data-driven world, implementing a data catalog is no longer a luxury but a necessity for organizations looking to truly leverage their data assets. While the allure of cutting-edge technology is strong, the success of your data catalog initiative hinges on a solid foundation of non-technical considerations. This guide explores what you, as a […]
In today’s digital age, the importance of cybersecurity and data governance cannot be overstated. With the increasing frequency and sophistication of cyber threats, organizations must adopt robust measures to protect their data and ensure compliance with regulatory requirements. One such regulation that has gained significant attention is the NIS2 Directive. This article explores the link […]
In the world of data management, choosing the right strategy to develop and deploy your solutions can significantly impact your success. Two popular approaches are the Minimum Viable Product (MVP) and the Exceptional Viable Product (EVP). Understanding the differences between these approaches and knowing when to use each can help you make informed decisions for […]
To address the complexities of data quality management in SAP environments, Collibra has launched its Data Quality & Observability with Pushdown solution, focusing on SAP HANA, HANA Cloud, and Datasphere systems. This integration brings data quality monitoring directly within SAP, allowing businesses to streamline processes by handling data quality checks at the source. Let’s have […]
Understanding the journey of data from its source to its final destination is crucial for businesses and organizations. This journey, known as data lineage, has become increasingly complex with the proliferation of data sources, transformation processes, and analytical tools. Enter OpenLineage, an open-source standard that aims to simplify and standardize data lineage tracking across diverse […]
Data literacy is no longer a niche skill reserved for data professionals. It’s becoming a core competency required for all employees in forward-looking organizations. Data literacy — the ability to read, write, and communicate data in context — is essential for making informed decisions, driving innovation, and fostering a data-driven culture across the enterprise. It […]
Staying informed is crucial for professionals at all levels. The following curated list of books offers invaluable insights for those looking to master the art of data governance. “The Chief Data Officer Handbook for Data Governance” by Sunil SoaresIn recent years, the Chief Data Officer (CDO) role has become increasingly crucial in data-driven organizations. However, […]
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window.cfields = {"1":"mobile_phone","5":"gdpr_consent"}; window._show_thank_you = function(id, message, trackcmp_url, email) { var form = document.getElementById('_form_' + id + '_'), thank_you = form.querySelector('._form-thank-you'); form.querySelector('._form-content').style.display = 'none'; thank_you.innerHTML = message; thank_you.style.display = 'block'; const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._show_unsubscribe = function(id, message, trackcmp_url, email) { var form = document.getElementById('_form_' + id + '_'), unsub = form.querySelector('._form-thank-you'); var branding = form.querySelector('._form-branding'); if (branding) { branding.style.display = 'none'; } form.querySelector('._form-content').style.display = 'none'; unsub.style.display = 'block'; form.insertAdjacentHTML('afterend', message) const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._show_error = function(id, message, html) { var form = document.getElementById('_form_' + id + '_'), err = document.createElement('div'), button = form.querySelector('button'), old_error = form.querySelector('._form_error'); if (old_error) old_error.parentNode.removeChild(old_error); err.innerHTML = message; err.className = '_error-inner _form_error _no_arrow'; var wrapper = document.createElement('div'); wrapper.className = '_form-inner'; wrapper.appendChild(err); button.parentNode.insertBefore(wrapper, button); var submitButton = form.querySelector('[id^="_form"][id$="_submit"]'); submitButton.disabled = false; submitButton.classList.remove('processing'); if (html) { var div = document.createElement('div'); div.className = '_error-html'; div.innerHTML = html; err.appendChild(div); } }; window._show_pc_confirmation = function(id, header, detail, show, email) { var form = document.getElementById('_form_' + id + '_'), pc_confirmation = form.querySelector('._form-pc-confirmation'); if (pc_confirmation.style.display === 'none') { form.querySelector('._form-content').style.display = 'none'; pc_confirmation.innerHTML = "
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const vgoAlias = typeof visitorGlobalObjectAlias === 'undefined' ? 'vgo' : visitorGlobalObjectAlias; var visitorObject = window[vgoAlias]; if (email && typeof visitorObject !== 'undefined') { visitorObject('setEmail', email); visitorObject('update'); } else if (typeof(trackcmp_url) != 'undefined' && trackcmp_url) { // Site tracking URL to use after inline form submission. _load_script(trackcmp_url); } if (typeof window._form_callback !== 'undefined') window._form_callback(id); }; window._load_script = function(url, callback, isSubmit) { var head = document.querySelector('head'), script = document.createElement('script'), r = false; var submitButton = document.querySelector('#_form_15_submit'); script.charset = 'utf-8'; script.src = url; if (callback) { script.onload = script.onreadystatechange = function() { if (!r && (!this.readyState || this.readyState == 'complete')) { r = true; callback(); } }; } script.onerror = function() { if (isSubmit) { if (script.src.length > 10000) { _show_error("15", "Sorry, your submission failed. Please shorten your responses and try again."); } else { _show_error("15", "Sorry, your submission failed. Please try again."); } submitButton.disabled = false; submitButton.classList.remove('processing'); } }
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var getUrlParam = function(name) {
if (name.toLowerCase() !== 'email') {
var params = new URLSearchParams(window.location.search);
return params.get(name) || false;
}
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return false;
}
var parameters = qString.substr(1).split('&');
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var parameter = parameters[i].split('=');
if (parameter[0].toLowerCase() === 'email') {
return parameter[1] === undefined ? true : decodeURIComponent(parameter[1]);
}
}
return false;
};
var acctDateFormat = "%d/%m/%Y";
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var day = dateObj.getDate();
return `${year}-${month < 10 ? `0${month}` : month}-${day < 10 ? `0${day}` : day}`;
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return false;
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var getNormalizedTime = function(time) {
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var timeParts = Array.from(decodedTime.matchAll(/(d{1,2}):(d{1,2})W*([AaPp][Mm])?/gm))[0];
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hour = parseInt(timeParts[1]) === 12 ? '12' : `${parseInt(timeParts[1]) + 12}`;
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var normalizedHour = parseInt(hour) < 10 ? `0${parseInt(hour)}` : hour;
var minutes = timeParts[2];
return `${normalizedHour}:${minutes}`;
};
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? `${window.cfields[results[1]]}_time`
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if (allInputs[i].value == fieldVal) {
allInputs[i].checked = true;
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} else if (allInputs[i].type == "date") {
allInputs[i].value = getNormalizedDate(fieldVal, acctDateFormat);
} else if (allInputs[i].type == "time") {
allInputs[i].value = getNormalizedTime(fieldVal);
} else {
allInputs[i].value = fieldVal;
}
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var remove_tooltips = function() {
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tooltips[i].tip.parentNode.removeChild(tooltips[i].tip);
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tooltips = [];
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var remove_tooltip = function(elem) {
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if (tooltips[i].elem === elem) {
tooltips[i].tip.parentNode.removeChild(tooltips[i].tip);
tooltips.splice(i, 1);
return;
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var tooltip = document.createElement('div'),
arrow = document.createElement('div'),
inner = document.createElement('div'), new_tooltip = {};
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tooltip.className = '_error';
arrow.className = '_error-arrow';
inner.className = '_error-inner';
inner.innerHTML = text;
tooltip.appendChild(arrow);
tooltip.appendChild(inner);
elem.parentNode.appendChild(tooltip);
} else {
tooltip.className = '_error-inner _no_arrow';
tooltip.innerHTML = text;
elem.parentNode.insertBefore(tooltip, elem);
new_tooltip.no_arrow = true;
}
new_tooltip.tip = tooltip;
new_tooltip.elem = elem;
tooltips.push(new_tooltip);
return new_tooltip;
};
var resize_tooltip = function(tooltip) {
var rect = tooltip.elem.getBoundingClientRect();
var doc = document.documentElement,
scrollPosition = rect.top - ((window.pageYOffset || doc.scrollTop) - (doc.clientTop || 0));
if (scrollPosition < 40) {
tooltip.tip.className = tooltip.tip.className.replace(/ ?(_above|_below) ?/g, '') + ' _below';
} else {
tooltip.tip.className = tooltip.tip.className.replace(/ ?(_above|_below) ?/g, '') + ' _above';
}
};
var resize_tooltips = function() {
if (_removed) return;
for (var i = 0; i < tooltips.length; i++) {
if (!tooltips[i].no_arrow) resize_tooltip(tooltips[i]);
}
};
var validate_field = function(elem, remove) {
var tooltip = null, value = elem.value, no_error = true;
remove ? remove_tooltip(elem) : false;
if (elem.type != 'checkbox') elem.className = elem.className.replace(/ ?_has_error ?/g, '');
if (elem.getAttribute('required') !== null) {
if (elem.type == 'radio' || (elem.type == 'checkbox' && /any/.test(elem.className))) {
var elems = form_to_submit.elements[elem.name];
if (!(elems instanceof NodeList || elems instanceof HTMLCollection) || elems.length <= 1) {
no_error = elem.checked;
}
else {
no_error = false;
for (var i = 0; i < elems.length; i++) {
if (elems[i].checked) no_error = true;
}
}
if (!no_error) {
tooltip = create_tooltip(elem, "Please select an option.");
}
} else if (elem.type =='checkbox') {
var elems = form_to_submit.elements[elem.name], found = false, err = [];
no_error = true;
for (var i = 0; i < elems.length; i++) {
if (elems[i].getAttribute('required') === null) continue;
if (!found && elems[i] !== elem) return true;
found = true;
elems[i].className = elems[i].className.replace(/ ?_has_error ?/g, '');
if (!elems[i].checked) {
no_error = false;
elems[i].className = elems[i].className + ' _has_error';
err.push("Checking %s is required".replace("%s", elems[i].value));
}
}
if (!no_error) {
tooltip = create_tooltip(elem, err.join('
'));
}
} else if (elem.tagName == 'SELECT') {
var selected = true;
if (elem.multiple) {
selected = false;
for (var i = 0; i < elem.options.length; i++) {
if (elem.options[i].selected) {
selected = true;
break;
}
}
} else {
for (var i = 0; i < elem.options.length; i++) {
if (elem.options[i].selected
&& (!elem.options[i].value
|| (elem.options[i].value.match(/n/g)))
) {
selected = false;
}
}
}
if (!selected) {
elem.className = elem.className + ' _has_error';
no_error = false;
tooltip = create_tooltip(elem, "Please select an option.");
}
} else if (value === undefined || value === null || value === '') {
elem.className = elem.className + ' _has_error';
no_error = false;
tooltip = create_tooltip(elem, "This field is required.");
}
}
if (no_error && (elem.id == 'field[]' || elem.id == 'ca[11][v]')) {
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elem.className = elem.className + ' _has_error';
no_error = false;
}
}
if (no_error && elem.name == 'email') {
if (!value.match(/^[+_a-z0-9-'&=]+(.[+_a-z0-9-']+)*@[a-z0-9-]+(.[a-z0-9-]+)*(.[a-z]{2,})$/i))
{
elem.className = elem.className + ' _has_error';
no_error = false;
tooltip = create_tooltip(elem, "Enter a valid email address.");
} else
{
// New code to reject hotmail.com, yahoo.com, gmail.com addresses and addresses containing the firstname field as the domain
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var firstname = document.getElementById('firstname').value.toLowerCase();
var lastname = document.getElementById('lastname').value.toLowerCase();
if (domain === 'hotmail' || domain === 'aol' || domain === 'gmail' || domain === 'yahoo' || domain === 'live' || domain === 'outlook' || domain === 'msn.com' || domain.includes(firstname) || domain.includes(lastname))
{
elem.className = elem.className + ' _has_error';
no_error = false;
tooltip = create_tooltip(elem, "We do not accept private email addresses. Please submit your valid business email.");
}
}
}
if (no_error && /date_field/.test(elem.className)) {
if (!value.match(/^dddd-dd-dd$/)) {
elem.className = elem.className + ' _has_error';
no_error = false;
tooltip = create_tooltip(elem, "Enter a valid date.");
}
}
tooltip ? resize_tooltip(tooltip) : false;
return no_error;
};
var needs_validate = function(el) {
if(el.getAttribute('required') !== null){
return true
}
if(el.name === 'email' && el.value !== ""){
return true
}
if((el.id == 'field[]' || el.id == 'ca[11][v]') && el.className.includes('phone-input-error')){
return true
}
return false
};
var validate_form = function(e) {
var err = form_to_submit.querySelector('._form_error'), no_error = true;
if (!submitted) {
submitted = true;
for (var i = 0, len = allInputs.length; i < len; i++) {
var input = allInputs[i];
if (needs_validate(input)) {
if (input.type == 'tel') {
addEvent(input, 'blur', function() {
this.value = this.value.trim();
validate_field(this, true);
});
}
if (input.type == 'text' || input.type == 'number' || input.type == 'time') {
addEvent(input, 'blur', function() {
this.value = this.value.trim();
validate_field(this, true);
});
addEvent(input, 'input', function() {
validate_field(this, true);
});
} else if (input.type == 'radio' || input.type == 'checkbox') {
(function(el) {
var radios = form_to_submit.elements[el.name];
for (var i = 0; i < radios.length; i++) {
addEvent(radios[i], 'click', function() {
validate_field(el, true);
});
}
})(input);
} else if (input.tagName == 'SELECT') {
addEvent(input, 'change', function() {
validate_field(this, true);
});
} else if (input.type == 'textarea'){
addEvent(input, 'input', function() {
validate_field(this, true);
});
}
}
}
}
remove_tooltips();
for (var i = 0, len = allInputs.length; i 31 && (charCode 57) && charCode !== 8) {
e.preventDefault();
}
});
};
var showPhoneInputError = function(inputId) { var errorMessage = document.getElementById("error-msg-" + inputId); var input = document.getElementById(inputId); errorMessage.classList.add("phone-error"); errorMessage.classList.remove("phone-error-hidden"); input.classList.add("phone-input-error"); };
window['recaptcha_callback'] = function() { // Get all recaptchas in the DOM (there may be more than one form on the page). var recaptchas = document.getElementsByClassName("g-recaptcha"); for (var i in recaptchas) { // Set the recaptcha element ID, so the recaptcha can be applied to each element. var recaptcha_id = "recaptcha_" + i; recaptchas[i].id = recaptcha_id; var el = document.getElementById(recaptcha_id); if (el != null) { var sitekey = el.getAttribute("data-sitekey"); var stoken = el.getAttribute("data-stoken"); grecaptcha.render(recaptcha_id, {"sitekey":sitekey,"stoken":stoken}); } } }; _load_script( "https://www.google.com/recaptcha/api.js?onload=recaptcha_callback&render=explicit" ); var _form_serialize = function(form){if(!form||form.nodeName!=="FORM"){return }var i,j,q=[];for(i=0;i<form.elements.length;i++){if(form.elements[i].name===""){continue}switch(form.elements[i].nodeName){case"INPUT":switch(form.elements[i].type){case"tel":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].previousSibling.querySelector('div.iti__selected-dial-code').innerText)+encodeURIComponent(" ")+encodeURIComponent(form.elements[i].value));break;case"text":case"number":case"date":case"time":case"hidden":case"password":case"button":case"reset":case"submit":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"checkbox":case"radio":if(form.elements[i].checked){q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value))}break;case"file":break}break;case"TEXTAREA":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"SELECT":switch(form.elements[i].type){case"select-one":q.push(form.elements[i].name+"="+encodeURIComponent(form.elements[i].value));break;case"select-multiple":for(j=0;j { if (key !== 'hideButton') { formData.append(key, value); } //formData.append(key, value); }); let request = { headers: { "Accept": "application/json" }, body: formData, method: "POST" };
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