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Conclusion: Organisations continue to emphasise their competitive differentiation based on the data they hold, and the insights gained from analysing this valuable resource. The rate at which organisations are shifting from traditional process-based to insight-oriented differentiation is being further accelerated by the adoption of Cloud-based data analytics services.

The combined result is an increasing portion of enterprise project activity that can be classified as extract, transform and load (ETL).

Despite ETL being the mainstay of data integration for decades, the cost of specialised skills and significant manual effort expended on integrating disparate data sources is now coming into sharp focus. In response, organisations are rightly seeking lower-cost solutions for data integration.

Although ETL exists in the form of at least one tool in almost every enterprise, the cost of ETL as a proportion of data analytics projects means organisations must decrease reliance on traditional ETL tools in favour of automated solutions that exploit machine learning techniques to reduce the need for ETL developers.

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Related Articles:

"Acknowledging the limits of machine learning during AI-enabled transformation" IBRS, 2019-01-06 22:29:52

Conclusion: A customer relationship management (CRM) software tool is both a database for contact interaction and a productivity tool used to analyse customer data, win new business and track employee sales performance. The competition is fierce for a higher share of the CRM software market. Major benefits of the growing demand in CRM are the improvements in functionality including mobile applications, enhanced reporting and analytics, and better integration tools.

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Conclusion: The release of Amazon’s Echo in 2014 heralded the first of a series of “ambient” technologies1. These new devices are unobtrusive, multiple purpose and capable of responding to conversational input through integration with virtual digital assistants (VDAs) such as Amazon’s Alexa.

A key enabler of these platforms is the ability to implement “skills” or expand the platform’s capability to interpret and respond with appropriate conversational content beyond the basic function of the device itself.

The consistency of information required by organisations under omni-channel delivery models, combined with under-resourced editorial teams, mean organisations must prepare for conversational channels by transforming existing content sooner rather than later.

Failure to do so will see history repeat itself through short-term replication of content to support new channels only to have that content and channel functionality merged back into increasingly sophisticated content management platforms at significant cost.

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Conclusion: Eforms hold the promise of democratising the development of work-related apps. However, eform projects will stagnate, or even fail outright, if they are initiated primarily as a technology-driven initiative. Instead, the selection of an eform involves identifying where on the eform solution spectrum your organisation sits, and this can be accomplished by answering four questions.

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Related Articles:

"How to succeed with eforms Part 2: The five most common eforms challenges" IBRS, 2018-02-01 10:06:14

"How to succeed with eforms Part 4: Selection framework" IBRS, 2018-08-01 08:58:41

"SNAPSHOT: eForms & workflow products" IBRS, 2018-07-05 02:45:24

Conclusion: The initial gathering of momentum for change is difficult enough to generate, but letting that momentum lapse will make it even more challenging next time to generate the passion and endeavour to improve the modus operandi for the long haul.

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Conclusion: The ERP finance system is one of an organisation’s critical IT applications that can benefit or constrict operations. It is the backbone system that underpins how an organisation interacts with customers and suppliers, and manages day-to-day transactions and business operations. It is the CEO and CFO’s key business tool used to make business decisions. If an organisation can streamline its backend processes efficiently and automate transactions to speed up interactions with customers direct from online bookings to the capturing of payments swiftly, it sends a positive message to customers. This builds customer retention, a good reputation and long-term revenue by potentially increasing the lifetime value of customers and their referrals.

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Conclusion: Mind mapping is a popular technique to assist with the thinking ability of an individual or team, and to help generate ideas and thoughts. Mind maps literally involve “mapping” out thoughts, using associations, connections and triggers to stimulate further ideas.

Whilst traditional mind maps have been drawn on paper, the availability of mind mapping software provides platforms that can be used within organisations to improve the productivity and creativity of individuals and teams. Additionally, it is possible to do things with digital mind maps that are not possible with a hand-drawn diagram, especially in the area of team collaboration, dynamic links and exporting to other formats such as presentations, websites or project plans.

Standardising on a particular mind mapping application can provide a powerful collaboration tool for all employees in the organisation1. With so many choices available, organisations should define their needs and select an application that best integrates with how they expect to deploy mind mapping.

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Conclusion: Technology decision-makers have a larger and ever-growing set of technologies to choose from. The creative entrepreneurship driving the expansion of products is generally beneficial to end-users because it stimulates change and helps to drive innovation from the major vendors.

For larger organisations, in most cases, the major enterprise offer will be selected for many reasons, incumbency being significant, along with compatibility. For other organisations, examining the new and emerging vendors’ technologies may unlock a better process. However, assessing all the vendors within a category vertical, each with their own range of solutions, features and technical aspects, can result in a lot of information to process. The most effective method is to apply the principal business objective and assess how it aligns with strategic execution.

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Conclusion: The current wave of digital transformation will see the retirement of large numbers of legacy systems. Although the cost of operations, including storage of data, in newer Cloud-based solutions is often cheaper, the cost of migration of historical data to new platforms can be significant. IBRS has observed increasing numbers of digital transformation projects where the decision is being made to preserve legacy systems using back-up infrastructure techniques at the application and/or database level without any reference to regulatory records management requirements.

Many legacy systems were not designed with a long-term view of key business records and information they capture and generate, nor are back-up technologies designed for long-term archival and retrieval of individual records. The result of these strategies is the potential for access to official records and chains of evidence to be interrupted – a situation likely to be viewed by regulators and stakeholders as a failure of the organisation’s record-keeping obligations.

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Conclusion: Both Google G Suite and Office 365 can enable deep collaboration. As discussed in Deciding between Google G Suite and Microsoft Office 3651, while G Suite puts deep collaboration front and centre, Office 365 allows organisations to evolve into this new way of working. Whatever office suite is selected, two aspects of end user computing are impacted when organisations seek to embrace deep collaboration: identity management and information governance.

  • Identity management must change to allow information to be shared with and worked upon by external parties.
  • Records management/compliance must change to enable an asynchronous knowledge management lifecycle.

Both of the above have policy and technology impacts. Prior to selecting either G Suite or Office 365, these impacts need to be carefully considered and the approaches taken by Google and Microsoft weighed against the organisational needs and appetite for change.

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