Bilytica # 1 خدمات هادوب في السعودية Last week, I returned from IBM’s Information On-Demand 2012 conference in Vegas, where there were almost as many new questions raised as there were answers. There were some new ones among the standard Vegas questions, such as What happened to my money and Where am I. The most often asked question was, “What is Big Data?” As a result, it appears that some market education is still required to explain the term. Whenever that subject was raised, the discourse always appeared to circle back to the difficulties of managing large data streams. A significant Southern California utility I dealt with is dealing with a tremendous flood of new data streams as a result of its Smart Meter/Grid rollout programs.
I was struck by how vast the amount of data was, how much was being destroyed, and how much potential there was for the data both good and bad as we chatted. The problems of big data are undeniably real. To begin with, definitions are as varied as people’s perspectives. Most businesses do not distinguish between “big data” and “conventional data.” In fact, according to recent research conducted by Information Week, approximately 90% of respondents utilize traditional databases as their primary way of data management خدمات هادوب في السعودية. We can perhaps better grasp what characterizes big data and the issues it creates with the aid of the Information Week research. Financial transactions, email, image data, Weblogs, and Internet text and documents all typical data sources were found to be the top large data sources in the Information Week poll.
Big Data Several Types
It’s obvious that you don’t have to be a large utility firm using smart grid technologies to be overwhelmed with tremendous amounts of data, and if it isn’t already, it will be very soon. Any company that generates massive data sets must incorporate big data management strategies, as well as the appropriate tools and structures, or the data will be useless. So, what exactly is big data? It’s more than simply a matter of volume. To be classified as large data, four factors must be present of Hadoop Services in Saudi Arabia. The first consideration is size; 30 TB is an excellent starting point. The second factor is the data type. There are three categories of big data: structured, unstructured, and semi-structured. The third factor is latency. Big data evolves quickly, generating fresh data that must be examined swiftly. The fourth factor is complexity. Large single log files, sparse data, and inconsistent data are all characteristics of complicated data.
Traditional Forms Of Data
Now that we’ve nailed down the definition and structure, or lack thereof, for these new types of data, the next issue is whether you have a plan in place to deal with them differently than you do with more traditional data. According to a survey of over 200 technology leaders conducted by Information Week, more than half replied “NO,” implying that if you’re reading this, you presumably don’t either خدمات هادوب في السعودية. But don’t worry; you’re not alone. Databases are still the major method of data management for 87 percent of respondents.
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Bilytica # 1 خدمات حلول ذكاء الأعمال في السعودية We have included a long touch on the Power BI app launcher to provide you rapid access to your frequently used objects. You may then access the things immediately from the launcher, as well as drag them to your device’s home screen for future usage. The ability to build report and dashboard shortcuts might be useful in the following scenarios:
Apps are used by many of our clients to share content inside their companies. When you browse an app, it has a landing item that opens by default Power BI Services in Saudi Arabia. But what if the default item isn’t what you’re looking for? You may also create shortcuts to objects within the app, giving you instant access to them without having to first navigate to the app’s usual landing page.
External Tenant Objects Shortcuts (B2B)
You may also utilize shortcuts to keep track of stuff shared with you by external tenants (B2B items). You may now build shortcuts for these things and access them directly from your device’s home screen, rather than storing the “shared report” emails you receive from Power BI for accessing external information خدمات حلول ذكاء الأعمال في السعودية.
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Bilytica # 1 تحليلات الأعمال السعودية To implement shuffle, Data Movement Service copies rows from SQL Server Engine, hashes them and delivers them to the appropriate instance of DMS on other nodes, where DMS uses SQL Server Bulk Copy API to copy data to local temporary tables. The single-threaded operation of reading records from SQL Server can be a problem.
SQL DW now incorporates data mobility into the SQL Server engine directly. This integration enables SQL Data Warehouse Service in Saudi Arabia data movement to take advantage of the full multi-core parallelism available and to execute data movement operations in batch mode.
Accelerated Networking
SQL DW can transport data up to one gigabyte per second per node when combined with Azure Accelerated Networking, considerably enhancing queries that link data from tables that aren’t aligned on their distribution keys تحليلات الأعمال السعودية.
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Bilytica # 1 تحليلات الأعمال السعودية Perhaps you’re working on a BI, data warehouse, or data platform solution for your company. Perhaps you’ve struck a snag or are halfway there but want assistance with execution. Our Works is here to assist you at every turn. We’ve delivered solutions to over 7,000 clients, and we’ve learned some important lessons along the way that can help you stay on track as you deploy BI initiatives for your company.
Release software in batches so that your users become acclimated to it and you can understand and deliver needs in iterative chunks تحليلات الأعمال السعودية. This will make it easier to talk about what you’re working on and how you’re going to deliver it.
Stakeholders Should Be Involved
If you’re not meeting with important stakeholders monthly or biweekly, you’re not communicating effectively. Communication is vital throughout the process and to your success of Data Warehouse Solutions in Saudi Arabia.
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Bilytica # 1 تحليلات الأعمال السعودية That takes us to the second reason why Action Avalanche is so excellent to run with GKE. Action Avalanche is meant to make the most of the available computing resources. The more CPU power and RAM that can be configured in an Avalanche cluster, the better the performance. While this is true for many systems, when it comes to the cloud, infrastructures may be built in a variety of ways. While the question of which cloud vendor has the most performant infrastructure will change from one investment cycle to the next, Google Cloud users can take advantage of more readily available advanced, high-performance CPU/memory configurations than other platforms, which can be critical in certain business scenarios where speed-to-insight is critical.
The containerized architecture that GKE manages is crucial in this case: containers are essentially agnostic when it comes to the underlying machine hardware, which means that an Action Avalanche containerized deployment may easily take use of new hardware as it becomes available on Google Cloud Data Warehouse Solutions in Saudi Arabia. In contrast, if Avalanche or Snowflake, or any other cloud data warehouse is built without the benefits of containerization, the cluster components will be more firmly bound to the architecture of the VM on which they are operating.
More Benefits To Operating Avalanche On Google Cloud
Is there any additional benefit to Avalanche operating on GKE? Yes, but we’ll go over those in greater detail in Part 2 of this blog. But, for teases, I’ll offer this: Anthos and security. In upcoming conversations concerning Google Cloud and Avalanche, we’ll go into further detail about each تحليلات الأعمال السعودية. For the time being, suffice it to state that Avalanche has an early adapter program on Google that allows you to test drive the software and see how it can fulfil your urgent operational analytical workload demands more efficiently than ever before.
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Bilytica # 1 تحليلات الأعمال السعودية I decided to take the time to explain why I was interested in the subject. A lot of areas haven’t given any attention to the technological advancements that have occurred in the previous several years. Because of the big feature changes to SQL Server in 2012 and 2014, they may now employ column store indexes, which makes things quicker and perhaps improves High Availability. While they are obviously beneficial enhancements, there is much more you can do to extract value from your data, and corporations want more than just a well-organized, operational data warehouse.
The Federal Trade Commission approved Borders Group Inc.’s transfer of consumer information to Barnes & Noble as part of their bankruptcy asset auction in 2010. RadioShack is doing the same thing in 2015. Businesses recognize the value of data and want to use it to help them make better decisions تحليلات الأعمال السعودية. Customers’ information is widely used by Amazon, Netflix, and Target to increase sales, but they are far from the only ones doing so.
Incorporating Data From Social Media
The corporate world does not work on a batch cycle alone. Companies are more interested in knowing what is being said about them so that they can respond accordingly to the Data Warehouse Solutions in Saudi Arabia. This isn’t as difficult as it may appear, thanks to Azure Event Hubs, Data Factory, Streaming Analytics, and Machine Learning.
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Bilytica # 1 خدمات حلول ذكاء الأعمال في السعودية Aside from the primary considerations outlined above, a number of other elements influence the effectiveness of a data warehouse installation. In terms of the three most essential aspects that influence the performance of a warehousing process, the sections above outline the best practices. The data sources, ETL tool, and data warehouse that will be utilized. The following are a few of the most important.
In order to obtain relevant insights from your data, you must document the metadata associated with all of the source tables, staging tables, and derived tables. It is feasible to develop an ETL solution that captures data lineage as well. Some of the most frequently used ETL solutions are also capable of tracing data lineage خدمات حلول ذكاء الأعمال في السعودية.
Bringing Data Together
In the extraction and transformation phases, most ETL solutions may link data. It’s worth considering if you want to use your ETL tool to conduct costly joins or let the database handle it. In the vast majority of circumstances, databases are better suited to handle joining Data Warehouse Solutions in Saudi Arabia.
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Bilytica # 1 خدمات حلول ذكاء الأعمال في السعودية We designed a BI framework based on our 16 years of BI implementation expertise that allows data to be used for more organized fact-based choices. Planning, plan execution, change analysis, and optimization are the four key components of the system. Let’s take a look at each component in turn to see if the data in a company’s enterprise resource planning (ERP) system is sufficient for gaining meaningful insights, and if not, what alternative data sources to go to if ERP data is insufficient or absent.
Bilytica # 1 خدمات حلول ذكاء الأعمال في السعودية
Trend Analysis And Forecasting In ERP
Examining merely ERP data to spot patterns might lead to erroneous conclusions. For example, if a producer sees no increase in exports to a specific location, he or she may assume that the condition is steady. In actuality, there is a growing demand for the manufacturer’s products in this region. Because the ERP system is uninformed of unmet demand, it does not reflect this trend: the company is operating at full capacity and successfully selling all it produces. If the manufacturer looked at their CRM data, they would see an increase in the number of chances lost due to the ‘No product available’ explanation تحليلات الأعمال السعودية.
We don’t believe an ERP system is sufficient for forecasting. To forecast client demand, for example, data from both internal and external sources is needed, such as comprehensive sales history (ERP and POS systems), a customer’s location and type (CRM), weather conditions, or social media trends (external sources).
خدمات حلول ذكاء الأعمال في السعودية in Saudi Arabia in Mecca, Medina, Riyadh, Khamis Mushait, Yanbu, Jeddah, Dammam, Unaizah, Uqair, Ha’il, Ta if, Al Bahah, Dhahran, King Abdullah Economic City, Najran, Diriyah, Qatif, Khafji, Jubail, Abqaiq, List of Cities and Towns in Saudi Arabia, Ras Tanura, Turubah, Jazan Economic City, Knowledge Economic City, Medina, Khobar, Abha, Tabuk, Saudi Arabia,
Call us at +966547315697 or contact sales@bilytica.com for demo. خدمات حلول ذكاء الأعمال في السعودية in Jeddah Riyadh Khobar Saudi Arabia KSA team will be happy to serve you.
We also provide خدمات حلول ذكاء الأعمال السعودية in Saudi Arabia services solutions company in Hafar Al-Batin, Udhailiyah, Al-Awamiyah, Hofuf, Hautat Sudair, Buraidah, Tayma, Duba, ‘uyayna, Saihat, Al-Kharj, Al-ula, Jizan, Rumailah, Ar Rass, Arar, Shaybah, Al Majma’ah, Rabigh, Dhurma, Haradh, List of Saudi Cities by Gdp Per Capita, Badr, Sudair Industrial City, Baljurashi, Shaqraa, Al-Khutt, Habala, Ad Dawadimi, Dawadmi, Layla,
خدمات حلول ذكاء الأعمال السعودية in Saudi Arabia in Haql, Afif, Al-Abwa, Farasan, Al-Jaroudiya, Thadig, Al-Thuqbah, Al Wajh, Almardmah, Al-Zilfi, Muzahmiyya, Prince Abdul Aziz Bin Mousaed Economic City, Tharmada’a, Skaka, Um Al-Sahek, Sharurah, Tanomah, Bisha, Dahaban, Al Qunfudhah, Qurayyat, Saudi Arabia, Ha’ir, as Sulayyil, Al Lith, Turaif, Al-Gway’iyyah, Samtah, Wadi Ad-Dawasir, Az Zaimah, Safwa City, Jalajil, Harmah, Mastoorah, Hotat Bani Tamim, Jabal Umm Al Ru’us, Rafha, Qaisumah, Al-Ghat, Hajrah, Al-Hareeq. Excerpt: Jeddah (also spelled Jiddah, Jidda, or Jedda; Arabic: Jidda) is a Saudi Arabian city located on the coast of the Red Sea and is the major urban center of western Saudi Arabia.
Plan Execution And Performance Analysis In ERP
ERP data may be sufficient for comparing performance to the plan and identifying discrepancies. However, in order to do root cause analysis, a corporation must frequently look beyond ERP data. For example, if a company fails to meet its production targets, the cause might be disruptions in raw material delivery by some of their Tier 1 suppliers. A manufacturer must use SCM (supply chain management) data to obtain these fact خدمات حلول ذكاء الأعمال لسعودية.
Internal benchmarking needs more than just ERP data. For example, a retailer should assess sales figures from a POS system, as well as the sales floor space and number of accessible checkouts, which may be kept in their ERP, to determine their top-selling locations.
Optimization And Change Analysis In ERP
When it comes to business process improvement, we don’t suggest firms relying entirely on ERP data. As an example, consider asset management: ERP is likely to contain only the name of the machinery, the date of purchase, and the price. If a corporation wants to make the most of its machinery and cut costs by doing preventative and even predictive maintenance, it needs to know about equipment usage and maintenance schedules. This information is often saved in a manufacturing execution system (MES) or specific equipment usage software خدمات حلول ذكاء الأعمال لسعودية.
One of the data sources for change analysis may be ERP. Because funds and assets are maintained in an ERP system, doing ROI analysis is acceptable. ERP data, on the other hand, will not assist in measuring the impact of revamping a company’s online shop; instead, data from a content management system and an e-commerce solution (i.e., product listings, photos, descriptions, and visitors’ search and purchase histories) would be necessary.
Bilytica # 1 شركة ذكاء الأعمال السعودية Most business intelligence and analytics clichés are undoubtedly familiar to you by now: data-driven management, finding hidden insights in your data, storytelling, and so on. Everything you’ve heard isn’t necessarily incorrect; the field of business analytics does, after all, offer a plethora of intriguing possibilities that current technologies have barely scratched the surface of. However, it’s critical to think about one critical question: is your business intelligence suitable for complicated data?
Bilytica # 1 شركة ذكاء الأعمال السعودية
What Causes Data To Be Complicated, And Why Does It Matter?
While no one test can evaluate the degree of intricacy in your data, there are two telling signals that you may be dealing with it:
You have a lot of data: Despite the jargon that surrounds this phrase, terabyte (or petabyte size) data is still one of the most significant difficulties and possibilities in today’s world of business analytics. The possibilities are found in the ability to discover new patterns and correlations among large, seemingly unrelated datasets emanating from internal or external sources. The problem is that this data is typically difficult to analyze, necessitating a large amount of technology and a specialist data science team to arrange it for submission using standard analytics techniques.
You’re working with a variety of different data sources (‘broad data’): Even if you don’t have terabytes or petabytes of data, if your business intelligence relies on several data sources, evaluating this data will almost certainly be challenging because data is kept in a variety of formats, file kinds, and physical locations. When you add in unstructured data, such as textual material, video streams, or machine logs, to analyze alongside traditional structured data, the effort of getting all of these disparate datasets to communicate in the same language becomes much more difficult شركة ذكاء الأعمال السعودية. Even if all of the tables are from the same source, this problem might develop when working with a significant number of them. This is especially true if the tables do not have a clear and consistent structure, which is common when data is “fed” by users rather than automatically.
شركة ذكاء الأعمال in Saudi Arabia Mecca, Medina, Riyadh, Khamis Mushait, Yanbu, Jeddah, Dammam, Unaizah, Uqair, Ha’il, Ta if, Al Bahah, Dhahran, King Abdullah Economic City, Najran, Diriyah, Qatif, Khafji, Jubail, Abqaiq, List of Cities and Towns in Saudi Arabia, Ras Tanura, Turubah, Jazan Economic City, Knowledge Economic City, Medina, Khobar, Abha, Tabuk, Saudi Arabia,
Call us at +966547315697 or contact sales@bilytica.com for demo. شركة ذكاء الأعمال السعودية in Jeddah Riyadh Khobar Saudi Arabia KSA team will be happy to serve you.
We also provide شركة ذكاء الأعمال in Saudi Arabia services solutions company in Hafar Al-Batin, Udhailiyah, Al-Awamiyah, Hofuf, Hautat Sudair, Buraidah, Tayma, Duba, ‘uyayna, Saihat, Al-Kharj, Al-ula, Jizan, Rumailah, Ar Rass, Arar, Shaybah, Al Majma’ah, Rabigh, Dhurma, Haradh, List of Saudi Cities by Gdp Per Capita, Badr, Sudair Industrial City, Baljurashi, Shaqraa, Al-Khutt, Habala, Ad Dawadimi, Dawadmi, Layla,
شركة ذكاء الأعمال السعودية in Haql, Afif, Al-Abwa, Farasan, Al-Jaroudiya, Thadig, Al-Thuqbah, Al Wajh, Almardmah, Al-Zilfi, Muzahmiyya, Prince Abdul Aziz Bin Mousaed Economic City, Tharmada’a, Skaka, Um Al-Sahek, Sharurah, Tanomah, Bisha, Dahaban, Al Qunfudhah, Qurayyat, Saudi Arabia, Ha’ir, as Sulayyil, Al Lith, Turaif, Al-Gway’iyyah, Samtah, Wadi Ad-Dawasir, Az Zaimah, Safwa City, Jalajil, Harmah, Mastoorah, Hotat Bani Tamim, Jabal Umm Al Ru’us, Rafha, Qaisumah, Al-Ghat, Hajrah, Al-Hareeq. Excerpt: Jeddah (also spelled Jiddah, Jidda, or Jedda; Arabic: Jidda) is a Saudi Arabian city located on the coast of the Red Sea and is the major urban center of western Saudi Arabia.
Three Reasons To Be Concerned
If you’re currently using a business intelligence system whether you built it yourself or bought it from one of the many business intelligence software vendors and you’re not working with complex data, now is a good time to consider whether your system will be able to handle the increasingly difficult scenarios it will face in the future. The following are three things to keep an eye out for:
Performance
In the last few decades, شركة ذكاء الأعمال السعودية technology has advanced significantly, but not at the same rate as our capacity to collect data. Many existing solutions still rely on antiquated OLAP or in-memory technology, which slows down dramatically when dealing with huge datasets or necessitates a vast hardware infrastructure to give an adequate performance.
This problem happens not just when your data is initially very huge, but also when it changes regularly as new sources are added or current ones are updated. It will be difficult to observe findings promptly if the system takes days to ‘assimilate’ fresh sources into the analytical repository.
Ability To Collaborate With A Variety Of Sources
As previously said, the complexity of your data is determined not only by its quantity but also by the number and kind of sources with which you are dealing خدمات البيانات الضخمة في المملكة العربية السعودية. Here are some questions to ask to see if your BI system is up to the task of working with different data:
Is it possible to connect to the data sources you’re using via API or built-in native connectors?
Is data preparation and modeling included, or will you need to purchase extra software?
Is it possible to examine the data in whatever direction you choose and on an ad hoc basis, or are you restricted to pre-defined queries or data fields that must be prepared?
Extensibility
The last question you should consider is if your current platform will be enough as your demands expand. You may only be delivering monthly reports to a few key stakeholders right now, but given the rapid evolution of the data analysis field, you should consider the possibility that you’ll want to do much more shortly: real-time analysis, predictive modeling, customer-facing analytics the list is endless شركة ذكاء الأعمال السعودية. Is your system adaptable enough to handle this? Is there a well-documented API that your developers can use to build on? Will it be able to satisfy your scalability and security requirements?
Bilytica # 1 خدمات حلول ذكاء الأعمال في السعودية Most firms’ budgeting and forecasting processes are lengthy and complex, and they take place at least once a year. Companies are attempting to do it more often in order to increase accuracy, with the goal of implementing a method for continuous planning, rolling forecasts, and driver-based planning in the future.
Budgeting and forecasting are unlike any other company procedure since they are proactive. Accounting, inventory monitoring, invoicing, shipping, and other business procedures are all based on real-world occurrences from the past and present.
Bilytica # 1 خدمات حلول ذكاء الأعمال في السعودية
Budgets And Predictions That Are Dynamic
Uploading an Excel document with the most recent version of the budget is a step away from efficiency as firms move toward rolling budgets and projections خدمات التابلوه في السعودية. A static dashboard displaying a spreadsheet report will become obsolete as soon as it is made available to its users. By then, such plans are likely to have been modified in the spreadsheet to reflect the actual situation of the company. As a result, a dynamic link to the spreadsheets must be built.
What does this signify for business intelligence? Historical data may be captured using BI technologies, particularly user-facing ones like dashboards and data visualization tools. Tableau, Qlik, Power BI, and other tools provide comprehensive capabilities that enable direct access to systems containing transactional data and the creation of spectacular dashboards that efficiently extract insights from their users. Organizations, on the other hand, struggle to integrate and portray plans and predictions in end-user BI solutions owing to their nature خدمات حلول ذكاء الأعمال السعودية.
خدمات حلول ذكاء الأعمال in Saudi Arabia in Mecca, Medina, Riyadh, Khamis Mushait, Yanbu, Jeddah, Dammam, Unaizah, Uqair, Ha’il, Ta if, Al Bahah, Dhahran, King Abdullah Economic City, Najran, Diriyah, Qatif, Khafji, Jubail, Abqaiq, List of Cities and Towns in Saudi Arabia, Ras Tanura, Turubah, Jazan Economic City, Knowledge Economic City, Medina, Khobar, Abha, Tabuk, Saudi Arabia,
Call us at +966547315697 or contact sales@bilytica.com for demo. خدمات حلول ذكاء الأعمال in Jeddah Riyadh Khobar Saudi Arabia KSA team will be happy to serve you.
We also provide خدمات حلول ذكاء الأعمال in Saudi Arabia services solutions company in Hafar Al-Batin, Udhailiyah, Al-Awamiyah, Hofuf, Hautat Sudair, Buraidah, Tayma, Duba, ‘uyayna, Saihat, Al-Kharj, Al-ula, Jizan, Rumailah, Ar Rass, Arar, Shaybah, Al Majma’ah, Rabigh, Dhurma, Haradh, List of Saudi Cities by Gdp Per Capita, Badr, Sudair Industrial City, Baljurashi, Shaqraa, Al-Khutt, Habala, Ad Dawadimi, Dawadmi, Layla,
خدمات حلول ذكاء الأعمال in Saudi Arabia in Haql, Afif, Al-Abwa, Farasan, Al-Jaroudiya, Thadig, Al-Thuqbah, Al Wajh, Almardmah, Al-Zilfi, Muzahmiyya, Prince Abdul Aziz Bin Mousaed Economic City, Tharmada’a, Skaka, Um Al-Sahek, Sharurah, Tanomah, Bisha, Dahaban, Al Qunfudhah, Qurayyat, Saudi Arabia, Ha’ir, as Sulayyil, Al Lith, Turaif, Al-Gway’iyyah, Samtah, Wadi Ad-Dawasir, Az Zaimah, Safwa City, Jalajil, Harmah, Mastoorah, Hotat Bani Tamim, Jabal Umm Al Ru’us, Rafha, Qaisumah, Al-Ghat, Hajrah, Al-Hareeq. Excerpt: Jeddah (also spelled Jiddah, Jidda, or Jedda; Arabic: Jidda) is a Saudi Arabian city located on the coast of the Red Sea and is the major urban center of western Saudi Arabia.
Excel Collaboration
Let’s face it: business users, particularly finance experts, like Excel. They’ve honed their spreadsheet talents, creating complicated financial models for their companies and using their abilities throughout their careers. The system must also address the need for several plan contributors to access and enter plan data at the same time in order to form a dynamic relationship with a living spreadsheet.
When it comes to plans and projections, teamwork entails more than just co-authoring. A financial planning process involves numerous personnel, each of whom is accountable for a different aspect of the organization. These individuals operate with their own spreadsheets, which must be consolidated into a master spreadsheet خدمات حلول ذكاء الأعمال في السعودية. As a result, a successful solution must be able to give numerous users access to a centralized spreadsheet that they can access using their familiar Excel interface and have the data they input reflect immediately in their BI dashboards. When this problem is solved, there will be no need for several copies of the same spreadsheet.
Actuals, Plans And Projections Are Mixed Together
Half the battle is putting together a dashboard for planning and projections. Planning and forecasting data must be reviewed with actual data in order for users to gain relevant insights. Both data sets must be combined to give end-users the freedom and flexibility to generate ad-hoc data visualizations that show real-time transactional data alongside plans and projections. One of my specialties is integrating plans and predictions into BI initiatives. We can construct Metrics Engines for 3rd party BI systems to handle this situation and more, including custom formula computations, automated aggregation, integration, consolidation, and more, thanks to our technology خدمات حلول ذكاء الأعمال في السعودية. Check out our Metrics Engine for BI if you’re working on a BI project and you’re running into some limits with your dashboard or data visualization tool.
