Bilytica # 1 is one of the top BI Modern business will not be able to keep up with the rapid rhythm it conducts without being ahead of the curve. This is most effectively executed under Business Intelligence, the collective set of technologies and practices that collect, analyze, and present business data. Under Business Intelligence, not only does the organization understand its current position, but it is also able to predict future market trends. This article discusses the ways through which business intelligence can be applied toward trend prediction, what technologies are involved, how data analysis is carried out, and what the implications are in terms of strategic decision-making.
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How Can BI Be Used to Predict Market Trends?
Understanding Business Intelligence
BI can be defined as a very broad category of tools, applications, and methodologies that can transform raw data into meaningful information. It involves data mining, online analytical processing (OLAP), querying, and reporting. Through the use of BI, organizations will be able to understand the different aspects that are involved in conducting business operations, the behavior of their customers, and market dynamics.
Data can be from many sources such as internal databases, CRM systems, social media platforms, and even external market research. Here the idea is to have a holistic picture that would help organizations make better and more informed decisions.
Why Predict Market Trends?
Predicting market trends is important for several reasons:
They should be able to forecast changes in the market ahead of the competition; hence, they gain more market share and make more profits.
Resource allocation:
Given what happens in the future, business can allocate resources effectively. This is very evident, like in the development of new products, changing strategies in marketing, or optimization of supply chains.
Customer satisfaction:
Predicting needs and preferences for customers will enhance customer satisfaction, which leads to loyalty for the business’s long-term profitability.
Risk Management:
The prediction of trends would further help companies identify risks and prevent damage, thus taking the initiative rather than the reactive measure of dealing with the risk.
How BI Can Predict Market Trends
Data Collection and Integration
Data gathering and integration process serve as the first step in applying BI for the purpose of market trend prediction. Organizations derive data from multiple sources, which could include sales figures, customer feedback, market research reports, and social media interactions. BI tools help merge disparate data sets into one place and provide an integrated view of the market landscape.
Techniques Used in Data Analysis
The BI system uses various analytical techniques while working with data to extract meaningful insights from it:
Descriptive Analytics:
Such techniques work based on past data. Inferences about historical performance can be drawn by the understanding of sales trends, customer behavior, and the seasonality that would determine future behavior.
Predictive Analytics:
Predictive analytics is a technique where statistical algorithms or even machine learning algorithms tell the organizations what is going to happen for given sets of data. A retail firm could analyze their past sales data combined with external data on economic indicators to predict the future level of demand for certain products.
Prescriptive Analytics:
This builds further by providing recommended actions based on predictive insights. For example, if the predictive analytics reveals an increase in demand for a specific product, prescriptive analytics may provide recommendations in terms of inventory management and marketing strategies.
How Can BI Be Used to Predict Market Trends?
Exploitation of More Advanced BI Technologies
To further improve the prediction of trends, organizations can exploit more advanced BI technologies:
Artificial intelligence and machine learning:
The Business Intelligence Analyst in Saudi Arabiacan process massive amounts of data at a faster rate than human beings to extract really complex patterns that might not be discovered using traditional analysis. Machine learning algorithms will continually learn from new data input, refining their accuracy over time.
NLP:
This technology enables organizations to scan and analyze unstructured data sources, such as social media posts and customer reviews. The insights from this data will enable firms to adjust their strategies in accordance with the emerging trends and consumer sentiments.
Data Visualization Tools:
It will enable stakeholders to easily understand trends and insights from the data. These tools may be brought to the dashboards and infographics of complex data for quicker decision-making.
Real-Time Analytics
Real-time analytics would today, in this fast-paced market, ensure proper prediction of trends. In this regard, BI tools monitor data real-time and give insight into ways an organization can be observant to the emerging trends. For example, a travel organization may immediately note the trends on bookings and adjust marketing strategies so as to capture last-minute travel trends.
Market Segmentation and Targeting
BI can also be applied to divide the market into numerous attributes, such as demographics, buying behavior, and preferences. In return, this will enable the firms to convey marketing programs and products according to various customer segments. This will, therefore enhance the interaction of customers and improve on sales.
Scenario Planning
Another good application of BI for predicting the future of the trends is scenario planning. Organizations can assess possible results and can devise contingency plans based on different assumptions such as a change in economic conditions or consumers’ preferences by developing different market scenarios. Such strategic foresight would render any business a winner for the game of uncertainties.
Challenges and Considerations
Organizations, while reaping abundant benefits of BI for predicting trends in the market, need to be careful of some possible challenges:
Quality of Data:
It would solely depend on the quality of data to be used for predictive accuracy. Low-quality data might hint at unaccurate insight and improper decision-making. Therefore, it is the hour of need to implement efficient data governance practices.
Integration Issues:
Bringing in the data from diverse sources to integrated platforms of analytics requires complexity, as there should be easy integration of various types and formats of data by the BI system.
Skills Gap:
Power BItool utilization requires professionals who can efficiently analyze data and interpret results. Organizations need to spend money on training or hire professionals fully to explore the scope of BI.
Conclusion
Introduction to BI solutions calls for an organizational culture change. Stakeholders must be ready to work with data-driven decision-making, which is very challenging.
But when data is called the new oil, it is vital that organizations use the strength of Business Intelligence that can predict market trends not as an advantage but as a prerequisite. As organizations harness varied sources of data using sophisticated techniques and contemporary technologies, they can derive smart knowledge relative to strategies enacted. Such differentiated companies are able to sense the market direction, customer behavior, and effective resource deployment. Since the landscape is constantly changing, the ones who use BI and its predictive ability will not just survive but thrive in the marketplace. Committed to constant learning and adaptation through such an approach will ensure that businesses are well-prepared for the future challenges.
BI#1 Manufacturing Analytics solutions in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA allow manufacturing firms to better understand their existing processes. Analytics can forecast future performance. The Data Warehousing Institute, TDWI, defines predictive analytics as “a statistical or data mining solution consisting of algorithms and techniques” that can determine potential outcomes. According to TDWI’s 2014 report, at least thirty-four percent of manufacturing companies either use predictive analytics now or will use this form of analytics within three years. Although other industries have adopted predictive analytics faster, the manufacturing sector can benefit from this technology.
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Predict Breakdowns
One of the most compelling advantages of using Microstrategy Consulting services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA lies in its ability to monitor machinery and use past data to predict future breakdowns. According to The American Society of Mechanical Engineers, ASME, sensors in manufacturing equipment can keep track of “operational parameters and machine conditions.” Additionally, the ASME reports that sensors can send data to other devices. Through machine-to-machine communication, manufacturers can assess performance in real time and predict future problems.
Prevent Injuries
Notwithstanding guaranteeing machine wellbeing, prescient examination can likewise improve security conditions in plants and all through the inventory network. A report by the American Society of Safety Engineers, ASSE, declares that work environment wellbeing and security require proactive methodologies. In the event that businesses can distinguish possibly risky circumstances, these entrepreneurs may forestall genuine wounds and fatalities. As per the ASSE, after a Fortune 150 maker actualized prescient investigation, that firm diminished its lost-workday rate by ninety-seven percent in just a year. ASSE additionally proposes that prescient examination can improve worker spirit too, referring to for instance a business’ endeavors to protect its workforce.
Cost Reduction
While Business intelligence solutions in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA for machine uptime and work environment wellbeing to a great extent concern the plant floor, prescient innovation can likewise positively affect the inventory network. IndustryWeek senior editorial manager Dave Blanchard noticed that buyers have gotten all the more requesting with item conveyance dates and delivering fees.Reduced costs, improved security, and expanded mechanical execution all recommend a promising future for prescient examination. TDWI’s report recommends that PC preparing power has as of late arrived at the limit vital for successful information investigation, which could make this innovation progressively available for producers all things considered. As prescient examination turns out to be more standard, more firms will probably depend on this type of investigation to keep their organizations running easily.
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Elastically And Dynamically Independent Storage System
Storage systems grew more durable, scalable, and dependable without the requirement for associated computing services, allowing compute services to grow elastically and dynamically. This provided a lot of flexibility, agility, and cost reduction for data maintenance and preservation. For example, we could store a large amount of data on S3 without needing to maintain a commensurate set of compute resources to read and write from it; this was in stark contrast to database and file servers, where data and storage were tightly tied خدمات هادوب في السعودية.
However, until recently, this decoupling of computation and storage had no practical applications, owing to the fact that, despite the arrival of big data, data processing was still tightly bound to Hadoop and MapReduce. Remember that Hadoop/primary MapReduce’s notion is to process data near to where the computing processes are to give better data I/O rates. When it came to processing enormous data files, the idea of data locality was crucial.
Cluster Of Hadoop
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Locality Of Data
How important is data location? Data locality is based on the idea that disc I/O rates are much faster than network bandwidths, and that disc I/O is a critical component of any data processing activity. There are studies that contradict this theory, claiming that disc locality in cluster processing workloads is no longer significant in Hadoop Services in Saudi Arabia. In reality, according to the study cited above, data localization only improves performance by 8% when reading data from a local disc vs reading data from a distant storage location.
This is mostly due to network speeds exceeding disc speeds, and more significantly, data locality in memory rather than disc, since data is read once and stored in memory in today’s high-performance cluster systems. The authors of the study discovered that local disc access is uncommon and utilized solely to read data during early loads, based on Facebook’s Hadoop clusters.
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With capacity for more, the database can manage the three aggregations required per meter, meter/day, and meter/month. Reads are divided into two buckets: high alarms and low alarms of Hadoop Services in Saudi Arabia. Because of our ability to compare data in real-time, it’s simple to categorize reads into alarm and non-alarm categorize as needed.
Maintenance And Performance
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BI#1 Oil & Gas Analytics Solutions In Saudi Arabia, investigation and creation happens as stage one of the excursion of oil and gas. The second stage being “Midstream”, is the stage where preparing, putting away, and shipping crude, unrefined petroleum, and flammable gas fluids happen. Though, in the third stage, the refining of raw petroleum into petroleum, diesel, fly and different energizes happens; with conveyance and retail measure for offering to end clients. This is the last stage known as “Downstream”.
BI#1 Oil & Gas Analytics Solutions In Saudi Arabia
How Oil & Gas Analytics In Saudi Arabia Is Helping Out The Oil & Gas Industry During COVID-19?
Pharma Analytics Solutions In Saudi Arabia are constrained to chop down the endeavors on finding and creating oil. With many years of improving innovations and progressed investigation, oil and gas ventures began receiving different rewards, which has not just diminished the expense of the relative multitude of cycles from penetrating for unrefined petroleum to selling completed items yet in addition smoothed the excursion far.
Top Benefits of Adopting Data Analytics in the Oil & Gas Industry
1.Improved Accuracy In Oil Exploration And Drilling Methods:
Retail Analytics Solutions In Saudi Arabia is helping associations in creating instruments and gadgets that help them in cutting time while at the same time inferring raw petroleum. It additionally examines the region encompassing oil wells to decide whether there is another source close by and in which bearing.
Better Decision Making: Oil & Gas Analytics Solutions In Saudi Arabia conditions and assets to recognize questions like if to continue? How to continue? when to continue? and so forth In this industry, information is basic, yet not all information is significant for each choice. In this way, information is separated to recognize each applicable piece of contributing information and immediately concoct the most well-suited choice.
Efficient Usage Of Machinery: Oil & Gas Analytics Solutions In Saudi Arabia is exceptionally pivotal to keep an ideal tab on whether more full use of the multitude of assets and apparatus is being done or not, as high or impromptu use will cost cash just as time. While progressed information examination satisfies the undertakings of apparatus with minimal measure of bottlenecks.
Forecasting Supply And Demand: Anticipating through cutting edge information investigation and operational examination guarantees insignificant wastage of either assets or time improving productivity. Make every day operational information pertinent to diminish working expenses and improve recuperation rate.
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BI #1 Healthcare Analytics Solutions In Saudi Arabia can acquire induction to all the undertaking applications with only one login. We have apparently tracked down that single sign-on is so huge for clinical consideration foundations, here will list the clarifications behind.
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Healthcare Analytics Solutions In Saudi Arabia: Enhancing Efficiency For Healthcare Organizations
Comfort Medical
Care providers use on typical 7 applications or more in a step by step plan, this is a huge load of login during the workday, Banking Analytics Solutions In Saudi Arabia empowers customers to securely sign in to all stages in a solitary second.
Profitability
Healthcare Analytics Solutions In Saudi Arabia across 6 crisis facility regions helps with growing effectiveness by saving 1461.2 hours per center, each year. This infers 1461.2 a bigger number of hours were spent on patients rather than PC logins.
With Healthcare Analytics Solutions, login issues will be diminished which suggests significantly less time wasted by IT to make you revolve around patients. In this way, what about we examine how SSO capacities.
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Single sign-on works by having a central laborer, which all applications trust
Exactly when you sign in light of the fact that a treat gets made in this central specialist, by then whenever you endeavor to get to the second application you have redirected to the central laborer in case you have a treat there you get directly stamping into the application.
BI gathering with 30 years of association with Manufacturing Analytics Solutions in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA offer Easy to comprehend and reasonable SSO structure that makes clinical benefits faster, capable, and more extensive to all of their clients across MENA area with exercises in Healthcare Analytics Solutions which help in Streamlining secret expression the block system and keeping managerial consistence and Accelerating the pattern of data recuperation through an ordinary check part (SSO).
BI#1 Pharma Analytics solutions in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA presents a real and significant opportunity for the pharmaceutical industry. Estimates of operating efficiencies attainable from scaling the impact of advanced analytics range as high as 15 to 30 percent of EBITDA over five years, accelerating to 45 to 70 percent over a decade given the potential impact of predictive modeling in discovering and optimizing new blockbuster therapies.In increasingly cost-constrained global healthcare markets, pharmacos that leverage analytics for advanced data-driven decision making over the next one to three years will gain a decisive advantage over their peers.
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Aspiration
Numerous pharmaceutical organizations have propelled fruitful and energizing investigation extends that create step changes in understanding on a given business question. Be that as it may, these pilots frequently neglect to scale past confirmation of idea, leaving considerable business esteem on the table. Furthermore, without a business-back appraisal of an organization’s most noteworthy potential worth making openings and the correct sponsorship from line pioneers, this won’t change. Indeed, even a considerable interest in investigation may go to squander on the off chance that it isn’t driven deliberately. Organizations that see huge effect from BI Consulting services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA are deliberate about where they expect to win in investigation: they pick their battlegrounds, set striking, quantifiable yearnings for every one of them, and consider senior business pioneers responsible for satisfying them. This vital focusing can emerge from the top or from specialty unit or utilitarian pioneers. In any case, organizations should expect to build up a worth arranged point of view on where to coordinate investigation speculations and action
Capability
Numerous organizations have built up examination focuses of greatness (CoEs) to quicken their adventures. These focuses give the specific specialized capacities required to do the difficult work of developing and building new investigation arrangements related to the business. In any case, even with the best of aims, these CoEs regularly become help capacities and “request takers” from the business as opposed to the planned hotbeds of innovation.If your investigation association is spending by far most of its time crunching models and information, it might be a great opportunity to reconsider. Fruitful CoEs fill in as light-footed spines for another advancement ability, preparing specialty units and capacities with the correct aptitudes to cross examine information and model experiences progressively to drive quantifiable business esteem.
Tech Investments
Numerous organizations have built up examination focuses of greatness (CoEs) to quicken their adventures. Healthcare analytics solutions in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA give the specific specialized capacities required to do the difficult work of developing and building new investigation arrangements related to the business. In any case, even with the best of aims, these CoEs regularly become help capacities and “request takers” from the business as opposed to the planned hotbeds of innovation.If your investigation association is spending by far most of its time crunching models and information, it might be a great opportunity to reconsider. Fruitful CoEs fill in as light-footed spines for another advancement ability, preparing specialty units and capacities with the correct aptitudes to cross examine information and model experiences progressively to drive quantifiable business esteem.
Bilytica # 1 خدمات هادوب في السعودية While both Single Store and Hadoop are data storage, their responsibilities in the data processing and analytics stack are distinct. Although the Hadoop Distributed File System (HDFS) allows enterprises to store vast amounts of immutable data, it is virtually primarily used for batch processing by design. Furthermore, novel execution frameworks that are quicker and storage-friendly are challenging MapReduce as the preferred batch processing interface for enterprises.
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Analytics In Real-Time
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BI#1 Cognos Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA In Saudi Arabia review Heads assembled at an ongoing Sydney Roundtable “Developing Review Capacity for the Future,” encouraged by Phil Leifermann of Wolters Kluwer Partner, to talk about approaches to address these difficulties. Two indispensably significant difficulties incorporate Inner Review’s capacity to meet partner desires and to turn out to be more proficient and compelling.
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How Can You Control Increasing Complexity And Rapidly Changing Business Environments With Cognos Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA In Saudi Arabia During The Crisis Of COVID-19?
Profound information on the business tasks and the business technique is vital, permitting Inner Review to see how changes in the administrative, political, and monetary conditions can acquaint new dangers with the association
Zeroing in on administration
The inside review must be viewed as an assistance association, one proficient at “discovering approaches to serve the business.” Review customer’s work at the coalface where the work completes every day and it gives them a profound comprehension of the cycles, dangers, and issues confronting the business. These customers frequently think of creative approaches to take care of issues. Commitment with Microstrategy Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA In Saudi Arabia at the coalface guarantees that business turns out to be important for the arrangement. Interior Review’s function as the believed counselor at that point turns into a way to serve both the association and the review call.
Zeroing in on esteem
Worth is the capacity to convey affirmation and guidance that emphasize the master plan—key dangers—and the searching out of creative chances to include esteem. Interior Review can zero in on an incentive by:
Guaranteeing review bits of knowledge are connected to key needs
Finding new and creative approaches to zero in on the future and help the business anticipate changes to chance profiles
Conveying this worth necessitates that Inner Review has more extensive information on the business alongside the correct mastery, apparatuses, and advancements.
Getting more proficient and viable
Cognos Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA In Saudi Arabia reports conveyed to the executives and the board address the adequacy of the review division. Review offices need to guarantee review experiences go outside the ability to control the viability approach. Bits of knowledge ought to likewise cover productivity, adequacy, and the economy. With fewer assets and expanded obligation regarding meeting more prominent desires, review offices need to guarantee that the review cycle is as effective as could reasonably be expected. This will help make the limit expected to take a shot at high-esteem exercises. Moreover, Consolidated Affirmation and Confirmation Planning permit review groups and associations to comprehend review inclusion. Banding together with other affirmation suppliers diminishes copied exertion.
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Accomplishing consistency with IIA Norms
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Approaches to accomplish consistency with the Norms include:
Drawing in with the IIA for exhortation on the Principles and Quality Confirmation Audits
Searching out devices and innovation that help consent to the Norms
Drawing in gifted ability
The North American Heartbeat Review of Interior Review showed that 72% of Individuals acceptability holes to block the capacity of their specialties to convey the review design and give the required and expanding broadness of confirmation.
Methodologies to consider include:
Grasping visitor reviewer programs
Re-appropriating authority aptitudes so as to convey the review plan targets
Recruiting ability from assorted foundations
Utilizing Innovation
Cognos Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA In Saudi Arabia is produced at remarkable rates, information examination will be the compass of the cutting edge inner review group. Inward review groups can utilize information examination inside the extent of the review, to plan and review, and to distinguish high-hazard center regions. Be that as it may, there can be more extensive open doors also.
These integral assets, which permit testing of complete populaces, can be incorporated with a control instrument utilized constantly in the line of safeguard. Coordinated effort with development in this manner can encourage Inward Review’s target of turning into the association’s confided in a consultant. In the realm of disturbance and innovative advancement, driving Cognos Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA In Saudi Arabia are continually being tested to Develop Review Ability for What’s to come. We have checked the scene and featured five key zones on which to center.
BI#1 BI Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA is the collection of strategies and tools used to analyze business information. Business intelligence projects are significantly more effective when they combine external data sources with internal data sources for actionable insight.Overall, the role of business intelligence is to improve all parts of a company by improving access to the firm’s data and then using that data to increase profitability.
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What are applications of BI Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in banking during covid-19?
Technology is transforming the banking and finance industry. Thanks to the Internet and the proliferation of mobile devices and apps, today’s financial institutions face mounting competition, changing client demands, and the need for strict control and risk management in a highly dynamic market.
At the same time, technology has given rise to powerful business intelligence tools. Tools that the banking and finance industry can use to leverage customer data for insights that can lead to smarter management practices and better business decisions. To that end, here’s a look at some of the ways banking and finance institutions are using BI Solutions in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA to drive profitability, reduce risk, and create competitive advantage.
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Improved Operational Efficiencies:
In today’s ultra-competitive marketplace financial institutions need to be as lean and efficient as possible. Using BI Consulting Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA to analyze operational processes, organizations can reduce ongoing costs and maximize existing resources and expertise. For example, by analyzing the performance of customer-facing employees, such as sales personnel, tellers, and account managers, organizations can discover ways to improve and enhance the customer experience at the point-of-contact.
Improved Products and Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA:
Business Intelligence solutions also enable financial organizations to analyze vast amounts of customer data to gain insights about customer needs and sentiments regarding banking that can be used to improve products and services. As an example, perhaps it is learned that customers want a quicker, easier way to track and analyze their earning and spending patterns. Institutions may be able to send more timely alerts to customers. Or they are looking for a smoother and less complicated application and funding process. Armed with these kinds of insights, organizations can develop new and improved financial products and services to better meet customer needs, and in turn create a competitive edge.
Improved Marketing:
Using BI Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA, marketers can analyze CRM data based on a range of criteria to uncover the most profitable customer profile. In addition, the customer base can be analyzed to identify and develop new cross-sell and up-sell opportunities, and to carry out more targeted online marketing campaigns. This presents a major advantage, as research shows that it costs five times more to sell financial products and services to new customers than to existing customers.
Improved Customer Retention:
As previously discussed, BI applications can help financial institutions identify and pursue those customers that are the most profitable.BI Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA also plays an important role in improving customer retention and loyalty. Using business analytics tools and techniques, organizations can discover the reasons why customers switch to a competing institution. They can then implement new processes to help reduce customer churn. The ability to track customer habits, preferences and behaviors also allows organizations to tailor their products and services in ways that meet needs, solve problems, and promote customer retention and loyalty.
Developing New Investment Strategies:
Asset managers are utilizing new data sets to develop new strategies for investing. By developing models around social media, investors can gain specific insight on sentiment and develop trading signals. Other research analysts are using satellite imagery to understand global supply of commodities like oil & gas or triangulating consumer spend based on the number of cars in shopping center parking lots. Whole new categories of investing are emerging from leveraging analytics and BI Services in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA in Riyadh Jeddah Makkah Madinah Khobar Saudi Arabia KSA.
The ability to track customer transaction histories allows institutions to quickly detect and reduce the incidents of fraudulent activities, the most notable being credit card fraud. The ability to track the communications and behavior of internal employees in trading securities helps institutions comply with new regulation frameworks brought on by the 2008 financial crisis and recent insider trading cases. Unlocking data from siloed asset class systems could help global banks predict credit risk for counterparties across all asset classes.
Accurately estimating the risk of customer loans based on key criteria such as the borrower’s earning capacity and current financial assets—while factoring in new data sets and the prevailing economic climate—is another risk mitigation benefit that BI can provide. BI tools can also be used to analyze credit portfolios, detect potential delinquency cases early, and take quick preventative action.
Technology is transforming the banking and finance industry, and it’s not done yet. Going forward, those institutions that adopt and fully utilize BI solutions to manage risk, increase operational efficiency, and provide products and services that meet real customer needs will be better positioned to enjoy sustained growth, profitability and a competitive edge for years to come.
