Cookie Preference Centre

Your Privacy
Strictly Necessary Cookies
Performance Cookies
Functional Cookies
Targeting Cookies

Your Privacy

When you visit any web site, it may store or retrieve information on your browser, mostly in the form of cookies. This information might be about you, your preferences, your device or used to make the site work as you expect it to. The information does not usually identify you directly, but it can give you a more personalized web experience. You can choose not to allow some types of cookies. Click on the different category headings to find out more and change our default settings. However, you should know that blocking some types of cookies may impact your experience on the site and the services we are able to offer.

Strictly Necessary Cookies

These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site may not work then.

Cookies used

Performance Cookies

These cookies allow us to count visits and traffic sources, so we can measure and improve the performance of our site. They help us know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies, we will not know when you have visited our site.

Cookies used

Google Analytics

Functional Cookies

These cookies allow the provision of enhance functionality and personalization, such as videos and live chats. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies, then some or all of these functionalities may not function properly.

Cookies used




Targeting Cookies

These cookies are set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant ads on other sites. They work by uniquely identifying your browser and device. If you do not allow these cookies, you will not experience our targeted advertising across different websites.

Cookies used


This site uses cookies and other tracking technologies to assist with navigation and your ability to provide feedback, analyse your use of our products and services, assist with our promotional and marketing efforts, and provide content from third parties


Here are some suggested Connections for you! - Log in to start networking.

Article : Enjoy a Slice of Customer Data Analytics Pi (e)

There is an infinite amount of data in contact centres but what does it really tell us? Jim Davies of Calabrio believes that educated insights are better than wandering around in the unknown and that taking a lead from Pi is the answer.

International Pi (π) Day is held every year on March 14. Pi is an amazing mathematical constant because it articulates the unique ratio between the circumference of a circle and its diameter. Supercomputers have calculated it to over 60 trillion decimal places but most of us struggle to get beyond 3.14 (hence the date—American style). You may be asking what Pi has to do with customer data analytics in contact centres? Well, please bear with me.

The Power of Pi

As mentioned, Pi is an infinitely long number. Scientists use it to calculate trajectories of spacecraft, design buildings and understand DNA. We do not question the integrity of this analysis or the results derived. So, why don’t we think the same when it comes to analyzing customer data?

For example, there is an ongoing paranoia around transcription accuracy and a distrust of insights if a transcription is not 100% accurate. We seem happy to calculate the area of a circle using the crude 3.14 figure but are not happy to trust a transcript that is 90% accurate. However, in my mind speech analytics engines are accurate enough to give confidence in the results. Yes, the transcript might not be 100% accurate but you can typically understand what is going on in the conversation and should be able to trust the insights that are derived.

Given the potential to leverage customer analytics for tackling unknowns in contact centres and boost agent productivity, customer engagement, and customer loyalty, it is time to worry less about ultimate accuracy and take a bite out of the initially intimidating pi that is contact centre analytics.

Dive into the Unknown

Here are 6 ways to implement customer analytics tools to help contact centres to dive into the unknown:

  1. Eliminate Human Bias
    Rather than look for needles in the proverbial haystack, focus on blowing away all the straw to see what needles you are left with. This means applying Machine Learning (ML) to call transcripts to automatically find the ‘needles’ or key topics and library of associated phrases that really matter such as those relating to churn risk, compliance or upsell. ML saves time and effort, reducing human input—and error—while saving critical customer data from falling through the cracks.

  2. Create Conversational Clarity
    The average organisation analyses just 2% of customer interactions. What usually happens is the Quality Assurance (QA) team selects a few interactions a month to evaluate and then they try to make business decisions based on that small amount of data. This means the other 98% of interactions potentially filled with valuable unfiltered and unbiased customer information just sit there on the shelf. The beauty of customer analytics is it analyses 100% of customer interactions, making it easy to fill in the gaps and make the unknown known.

  3. Ease Customer Effort
    Customers expect their journey to be seamless. If an organisation is too difficult to do business with, customers are likely to look elsewhere for their favourite fashion accessory or latest hi-tech gadget. Implementing customer analytics keeps customers loyal by uncovering the root causes of poor customer experiences. If you can quickly pick up on the warning signs, such as multiple apologies, escalations, or regulator mentions, this allows agents to stay one step ahead. They can proactively call disgruntled customers to nip potential problems in the bud.

  4. Reduce Contact Load
    Harnessing customer analytics identifies unnecessary and costly repeat or avoidable contacts that might be handled elsewhere in the organisation, be better suited to self-service or are caused by long handle times, high hold times, unnecessary transfers, and silent time. These insights also empower the contact centre to highlight and address high risk interactions more efficiently and, in our experience working with customers, navigating to the precise point in an interaction improves efficiency of quality assurance and compliance by 30-40%.

  5. Coach Employees in the Right Direction
    When agents have opportunities to learn something new and have a clearly defined career path, their motivation levels increase exponentially. Today’s sophisticated analytics are designed to deliver a personalised and meaningful view of staff performance wherever your teams are. Dashboards powered by analytics give agents all the visibility they need to create their own self-assessments and personal development plans. Remember, what goes on behind the scenes is just as important as what happens on the frontline. Use desktop and speech/text analytics to identify and improve systems that are slow or poorly designed.

  6. Build Business Intelligence
    Let your data drive value across the business by using real-time information for data management. Employ in-the-moment data insights and share them with the rest of the organisation to drive greater certainty, trends, better action planning and decision-making across the wider organisation. For example, powerful CX insights from within the contact centre can help the marketing team understand brand awareness, competitor influence and the overall effectiveness of their campaigns. Sales can quickly identify new opportunities for renewals, referrals, and cross-sells while the finance department benefits from insights into billing issues, refunds, and credits.

Are You Ready to Step into the Known?

Customers have long memories, and their expectations are constantly rising. What better time to unearth what they really think and the service you are really delivering? Customer data analytics can sift through the piles of customer data your contact centre collects to help make the unknown known.

#contactcenterworld, @Calabrio

About Jim Davies:
Jim Davies is Chief Experience Officer at Calabrio

About Calabrio:
Company LogoThe digital foundation of a customer-centric contact center, the Calabrio ONE suite helps enrich and understand human interactions, empowering your contact center as a brand guardian. We maximize agent performance, exceed customer expectations, and boost workforce efficiency using connected data, AI-fueled analytics, automated workforce management and personalized coaching. Only Calabrio ONE unites WFO, agent engagement and business intelligence solutions into a true-cloud, fully integrated suite that adapts to your business.
  Company Blog   Company Facebook   Company Twitter   Company YouTube   Company LinkedIn   Company Profile Page

Today's Tip of the Day - 0 - 100% Rollout Can Hurt

Read today's tip or listen to it on podcast.

Published: Monday, April 3, 2023

Printer Friendly Version Printer friendly version

2024 Buyers Guide Speech Technology

Premium Listing
Call Center Studio

Call Center Studio
Call Center Studio is the world’s first call center built on Google and is one of the most secure and stable systems with some of the industry’s best reporting. It is one of the most full-featured enterprise grade systems (with the most calling features, one of the best call distribution, outbound dialing features and integrations—including IVR, AI Speech Recognition, blended inbound/outbound calling and includes Google’s new Dialogflow and Speech API. Call Center Studio is the absolute easiest to use (with a 10 minute setup), and is the price performance leader with lower equipment cost and less setup time.


Daisee builds technology that empowers people to solve problems by making interactions simple and smart so they can have a more significant impact, be more productive and be better at what they do. We believe incremental improvements carry huge potency and provide exponentially greater change for the better.

Genesys customers can now automate risk and quality management using Daisee’s speech and sentiment analytics and remediation workflow software. Daisee helps improve customer experience, ensure regulatory compliance, identify missed commercial opportunities & training requirements as well as provide valuable insights back to the business directly from the frontline – the true voice-of-...
(read more)


Advanced speech recognition and natural language expertise that routes callers by simply asking ‘how can I help you?’. It allows customers to use their own words to ask for what they want and steers them to the right place.

Menus are eliminated altogether and contact centres can use a single inbound telephone number.




About us - in 60 seconds!

Submit Event

Upcoming Events

The 19th Asia Pacific Annual Best Practices Conferences are here! Meeting Point for the World's Best Contact Center & CX Companies Read More...
The 19th World Final Annual Best Practices Conferences are here! Meeting Point for the World's Best Contact Center & CX Companies Read More...

Newsletter Registration

Please check to agree to be placed on the eNewsletter mailing list.
both ids empty
session userid =
session UserTempID =
session adminlevel =
session blnTempHelpChatShow =
session cookie set = True
session page-view-total = 1
session page-view-total = 1
applicaiton blnAwardsClosed =
session blnCompletedAwardInterestPopup =
session blnCheckNewsletterInterestPopup =
session blnCompletedNewsletterInterestPopup =