Analytics Archives - IBA Group - USA https://us.ibagroupit.com/tag/analytics/ Mon, 14 Oct 2024 11:08:15 +0000 en-EN hourly 1 https://wordpress.org/?v=6.5.5 Phishing and How to Identify It https://us.ibagroupit.com/insights/phishing-and-how-to-identify-it/ Mon, 29 Jul 2024 14:21:26 +0000 https://us.ibagroupit.com/insights/phishing-and-how-to-identify-it/ The post Phishing and How to Identify It appeared first on IBA Group - USA.

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Phishing is a type of internet fraud when an attacker tries to steal confidential user data in any available way. Phishing is the easiest cyberattack method. However, it is one of the most dangerous and effective cyberattacks. By providing various examples of phishing emails, we will explain how to identify and avoid phishing scams.

What danger does phishing pose?

Phishing attacks are especially dangerous because they target a person and it is impossible to be fully protected from these attacks. Evidently, it is advisable and necessary to conduct regular workshops or other training programs in companies to increase the level of the employees’ awareness in the field of information security.

Phishing techniques have been constantly changing and growing in sophistication. If a user ‘takes the bait’ and follows a phishing link, then he or she is directed to a website that imitates a legitimate internet resource. On this website, the user are asked to log in using their account name and password. As soon as they do that, their data fall into the hands of the attackers, who then use these data to steal confidential information.

Mailing lists are mainly used for the following two purposes:

  • Without arousing suspicion, steal confidential information from a person using the body of a letter and input fields (for example, on a phishing site or in a program that simulates internal corporate software)
  • Trick the user to download a file (from a letter, a website, a torrent) and do something with it (for example, launch an application, open a document in Word, enable macros), also without arousing suspicion. Eventually, the downloaded malicious file can exploit vulnerabilities in the user’s system and simply steal data

How to identify phishing?

There are several signs that can help you understand that you are dealing with a phishing email, website or message:

  • Domain. While phishing, the domain name of the site where users have to enter their data is very much alike the original one. But if you study it carefully, you can spot the differences. For example, using the letter ‘l’ instead of the letter ‘I’ in the domain will be practically indistinguishable. An inexperienced user may not notice the substitution and attackers are counting on this.
  • Contents of the letter. As a rule, both the subject of the letter and its contents are composed in such a way so as to exert psychological pressure on the recipient. They provoke the victim to follow the phishing link without delay and with no questions asked in order to pay a fine, extend a domain, collect winnings, delete compromising materials, etc.
  • Appearance of the letter. If the letter contains a lot of grammatical errors or an outdated company logo, then it is highly possible that it is phishing. It is also worth paying attention to how the sender of the letter addresses the recipient. If the greeting begins with an impersonal address, for example, Dear friend, or the recipient’s email address is indicated, then most likely the letter is phishing and attackers use mass mailing.

Examples of phishing emails

Fake invoice scam

Let’s start with arguably the most popular phishing template out there – the fake invoice technique. Like many phishing attacks, this scam relies on fear and urgency, pressuring an end user to submit a payment for goods or services they have never even ordered or received.

phishing

Fake invoice scam

Finance departments are the obvious targets for this sort of attacks, although there are plenty of potential victims to be duped.

Unusual activity scam

When receiving an email or text stating that there has been “suspicious activity on your account”, alarm bells start ringing at full pace. That is why this scam works so well for scammers, as victims do not just face urgency and panic, but also confusion.

phishing

Unusual activity scam

This is just one example of where an unusual activity scam can come from. Any app, website or platform – whether it be your bank or even your Instagram account – can be used by an attacker for this damaging technique.

Nowadays, hackers and ordinary scammers resort to sophisticated methods of social engineering. For example, to make a letter look more authentic, hackers can pretend to be employees of your company. To get fewer questions about the letter’s contents, attackers can send letters dealing with the technical component of a product to non-technical specialists, thereby inducing them to open the letter and take the necessary steps.

Let’s look at more examples of phishing emails.

A letter is sent to non-technical employees on behalf of IT employees. It deals with testing of a new remote access scheme and suggests clicking on the phishing link to check the availability of the service by entering your credentials. The phishing portal’s appearance, design, and the text are tailored to fit the corporate style.

phishing 3

Phishing email for the first script

And technical specialists are sent letters dealing with HR specialists’ paperwork, encouraging them to go through the steps indicated in the letter. For example, arranging vacations or medical insurance.

The following scenario is provided for technical support specialists of different levels. They received a letter from an HR manager on the possibility of obtaining a voluntary health insurance. A .docx file with an alleged insurance program was attached to the letter.

phishing

Phishing email for the second script

The opened file looked empty. It was to provoke the recipient to “Allow editing” in the hope of finding the text. At that moment, the account under which the document was opened is automatically authenticated. On the side of our server, the domain account name and the NTLMv2 hash of the password are fixed.

phishing

Intercepted hash from domain accounts

Conclusion

Phishing has remained one of the most common types of attacks so far, as hacking a user rather than a computer is much easier. A popular saying goes that the most vulnerable component of any information system is located between a computer chair and a keyboard. A person can be absent-minded, inattentive, or insufficiently informed, thus becoming the target of phishing attacks, and the consequences of the latter are sometimes really detrimental.

The conclusion is obvious. The reliability of the weak link in question must be checked no less carefully than software or hardware configuration. And we at IBA Group offer penetration testing services with additional training of personnel in how to resist social engineering and phishing attacks.

This is the third part of our cybersecurity series that I prepared in cooperation with my team, namely Artyom Litvin, and Ivan Shyshkou.

Stay tuned to discover more about cyber security and read the first and second part about it here.

 

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Everyone is Now a Business Analyst — and Tableau Can Help https://us.ibagroupit.com/insights/everyone-is-now-a-business-analyst-and-tableau-can-help/ Mon, 29 Jul 2024 14:20:31 +0000 https://us.ibagroupit.com/insights/everyone-is-now-a-business-analyst-and-tableau-can-help/ The post Everyone is Now a Business Analyst — and Tableau Can Help appeared first on IBA Group - USA.

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A Short Case Study

Data now drives every role, in every function, in every organization. 

There are a few reasons for this: 

  1. Data is now being collected for nearly every user interaction in the enterprise
  2. Self-service Business Intelligence (BI) tools and cloud services have made this data affordable and easy-to-use for everyone
  3. Modern BI tools deliver real value — they help employees analyze reports and tables faster and more effectively, and they combine with modern storytelling tools to rapidly distribute data-driven insights across the organization

In short: enterprise-wide BI has transformed from a “nice to have” to a “need to have” for every organization, and leaders are looking for new ways to increase the scope and impact of their BI systems.

tableau

Tableau offers one way to do just that. It’s the market-leading BI platform for a reason. It gives users a broad, deep, intuitive, and truly end-to-end solution, and we deploy it often for our clients. We have found Tableau to be very flexible and capable of fitting into a wide range of enterprise architectures. Most important, our clients have found Tableau easy-to-use — even by the many non-technical users who now work with data.

For the rest of this piece, we’ll walk you through a case study where we used Tableau to solve a tricky BI problem that one of our clients couldn’t solve on their own.

The Client: Leading Multinational Software Provider

Our client was an industry leader who wanted to offer even more value to their customers. They were a large multinational software developer that serves the pharmaceutical space. They provide a platform that drives clinical trial workflows, and revolutionizes site-to-sponsor connectivity through a virtual site workspace. 

Their customers use their platform for a wide range of virtual tasks, including site inspection readiness oversight, remote monitoring, study startup, and quality control. 

When this client contacted us, their platform was already one of the best-reviewed, and highest-ranked platforms in their industry. Yet, this client wanted to make their platform even better. And they knew they couldn’t do it alone.

Their BI Challenge: Uniting Two Databases Into One Dashboard

Our client wanted to give their BI platform a flexible and interactive dashboard, and to later embed this dashboard into their website. But when they contacted us, their platform had a data sync problem that prevented this functionality. 

You see, their platform stored data in two unrelated databases — Salesforce and MongoDB. Our client couldn’t find a way to synchronize these two databases. The platform’s users were forced to enter their data in both places, and our client struggled to build a dashboard that displayed data from both at the same time. 

To solve this problem, our client needed to build a solution to: 

  • Connect the listed databases in real-time
  • Link data from them and create visualizations of that data
  • Build a flexible, interactive, and easy-to-understand dashboard with filters and other dynamic elements

Unfortunately, they couldn’t build this solution on their own. Their internal BI development team lacked the ability needed to link the two databases and create this dashboard. They didn’t have the time to train their staff to build this solution — they needed it quickly. That’s when they reached out to IBA.

Our Solution: Developing a Custom Tableau Deployment

Our team of BI specialists immediately knew the solution — Tableau. 

Tableau is very flexible, and capable of connecting numerous databases, including Salesforce and MongoDB. Tableau is able as well to create a flexible, interactive, and easy-to-maintain dashboard using both databases’ data.tableau

To develop our client’s custom Tableau deployment, we followed a few steps and overcame a few challenges: 

  1. Working Around Access and Permissions. Our client had routine policies around data sharing they had to work through, so we waited to gain access to their Salesforce and MongoDB databases. However, we didn’t wait to start work. Instead, our BI developers used their own personal licenses and local access — as well as test data from the client — to begin to better understand the project, and to define what the solution would need to look like.
  2. Connecting Salesforce and MongoDB. This was easy. Tableau had recently been acquired by Salesforce, so they integrated seamlessly. It took a little longer to integrate MongoDB, and to connect the two, but overall we quickly connected all of our client’s databases and data.

tableau

  1. Designing the Tableau Dashboard. Our client’s designers prepared a dashboard template. We developed the working dashboard according to this design. Our client did make a few design tweaks during the last stage of development — in response to user tests — that we quickly implemented.

Integrating Tableau and their Website. Finally, we had to embed their dashboard into their website, and users only needed to sign in once to view data from both databases. To do so, we created an authentication and site-specific Single Sign On (SSO) process by setting up a trusted relationship between our client’s Tableau server and web server(s).

tableau

In addition, we worked with our client to resolve two more project details: 

  • Licensing. They had been using a role-based license model for Tableau, which limited the number of people who could access the platform. We switched them to a core-based license model that let users access the platform via guest accounts, and let their servers support a nearly unlimited number of users.

Data Security: We created security settings — via filters associated with user email addresses — to ensure each user could only see the data that they were permitted to see (e.g. their company’s data, their product’s data, etc.)

tableau

Dashboard, initial version

tableau

Dashboard, final version

As you can see, we added some signatures, made an update in the design of the buttons, turned the diagram in the lower left corner upside down. In general, the changes are small, but the picture has changed. After the testing phase, users found some weaknesses in the Dashboard and asked for some changes to better understand some data. And despite the fact that this version seems to have become final, most likely additional adjustments will be made in the process of work to improve.

Their Results: Seamless Integration Into a Single Source of Truth

Ultimately, we created the solution our client needed, within the timeframe they required. Our solution: 

  • Synchronized data between Salesforce and MongoDB
  • Gave users one convenient home for all information in all of their databases
  • Let users interact with their information via graphs, tables, and filters to drill down into their data, and deeply and rapidly analyze every possible scenario
  • Operates without interruptions, and is supported by our client’s internal development team (after some training and documentation from us) 

In sum: Our client was happy, their users were happy, and we closed out the project confident that we hit every target we set out to achieve.

Bring Better BI to Your Organization

These results were not a fluke. At IBA we’ve helped many organizations implement BI tools like Tableau. We employ a full team of talented BI developers — including certified Tableau Desktop Certified Associates – who have extensive experience deploying new tools, expanding existing solutions, and delivering better BI results. 

Reach out today to see if IBA Group can improve your business analytics. Just schedule a quick chat and one of our BI specialists will help you define your needs, design the right solution, and determine if we’re the right partner for your analytics projects.

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Building profitability calculation for a multinational technology and consulting company https://us.ibagroupit.com/cases/building-profitability-calculation-for-a-multinational-technology-and-consulting-company/ Thu, 13 Jun 2024 13:03:20 +0000 https://us.ibagroupit.com/?post_type=cases&p=11693 The post Building profitability calculation for a multinational technology and consulting company appeared first on IBA Group - USA.

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BACKGROUND

Our client is a multinational technology and consulting firm, renowned for its contributions to the development of computer hardware and software. They required help to identify which projects within the company were generating profits and which were not meeting financial expectations. This evaluation was necessary to optimize resource allocation and improve overall business efficiency.

CHALLENGES

  • Profitability calculation and P&L construction for BM Global Business Support projects, including analytics by region, industry, and client cluster.
  • Constructing of a calculated target model.

SOLUTION HIGHLIGHTS

  • Creating and optimizing applications in IBM Analytics Planning.
  • Writing scripts to calculate targets.
  • Integration with external systems and development of ETL procedures to obtain data from third-party sources.
  • Using a Java user interface for direct access to cubes (via REST API).
  • Presenting data both in cubes for data input and reporting cubes, organizing export/import of data.
  • Setting up access rights and monitoring the work of users.

KEY RESULTS

  1. Improving the relevance and reliability of profit and loss statement calculations for current and planned projects.
  2. Stable system operation under high loads thanks to an optimal calculation process and system configuration.
  3. Expansion of the system to cover LA (Latin America), EMEA (Europe, Middle East, Africa), and APAC (Asia Pacific) regions with consideration to regional specifics.

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Streamlining Revenue and Expense Management for a Global Tire Manufacturer https://us.ibagroupit.com/cases/streamlining-revenue-and-expense-management-for-a-global-tire-manufacturer/ Thu, 13 Jun 2024 12:59:35 +0000 https://us.ibagroupit.com/?post_type=cases&p=11692 The post Streamlining Revenue and Expense Management for a Global Tire Manufacturer appeared first on IBA Group - USA.

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BACKGROUND

Our client is a tire manufacturer with a robust presence in Europe, the Middle East, and Africa, and is distinguished by its commitment to advancing tire technology. The client required efficient management of their corporate revenues and expenses.

CHALLENGES

  • Development of the existing budgeting system on Oracle Hyperion Planning 11
  • Migration to SAP Analytics Cloud Planning

SOLUTION HIGHLIGHTS

  • Design and development of new calculation rules and data entry forms.
  • Loading data from SAP and other sources.
  • Daily monitoring of the system.
  • Monitoring the correctness of the calculations.
  • User support in different regions of Europe.
  • Transferring the business logic to a new solution based on SAP Analytics Cloud Planning.
  • Using REST API for data access.

KEY RESULTS

1/ Forms, calculation rules, measurement elements and more have been updated.

2/ Reduced by one-third the number of incidents related to:

  • Proactive work with users
  • Optimizing ETL processes

3/ A qualified team with competencies in Oracle Hyperion Planning 11 has been created.

4/ A working prototype of the solution has been created through SAP Analytics Cloud Planning in close collaboration with the customer’s team.

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A Cloud Data Ocean Risk Analytic Reporting System for a Global Product Company in the Finance https://us.ibagroupit.com/cases/cloud-data-ocean-risk-analytic-reporting-system/ Wed, 17 Jan 2024 07:49:16 +0000 https://us.ibagroupit.com/?post_type=cases&p=11066 The post A Cloud Data Ocean Risk Analytic Reporting System for a Global Product Company in the Finance appeared first on IBA Group - USA.

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Challenges

  1. Seamlessly blending modern solutions with the financial institution’s existing legacy systems
  2. Providing systems that can handle exponential data growth without performance hitches
  3. Navigating changes in financial regulations across regions
  4. Continuously innovating in a rapidly evolving technology landscape
  5. Data Ocean Design based on the Data Vault methodology
  6. Presentation Layer Design for reporting systems – Mart and Dimensions
  7. Row Level Security implementation for secure access by end users to the reporting system

Goals

  1. Develop a Cloud-Based Financial Risk Analysis Platform
  2. Build Purchase to Pay Golden Model
  3. Design a User-Friendly Order-to-Cash Reporting System

Results

  1. Optimized efficient data management, operational processes: transaction processing, risk assessment customer service
  2. Enabled data scientists and other programmers to leverage innovations such as AI and ML efficiently
  3. Created a data model for deep analysis, strategic planning, and forecasting
  4. Built Purchase to Pay and Order to Cash Golden Models that allow end users to construct reports themselves in a BI tool

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Cloud Migration https://us.ibagroupit.com/services/data-management-analytics-and-ai/cloud-migration/ Fri, 05 Jan 2024 12:01:02 +0000 https://us.ibagroupit.com/?post_type=services&p=11023 The post Cloud Migration appeared first on IBA Group - USA.

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Data Management Solutions to Cloud Migration Service

IBA Group implements modern cloud migration solutions, using the Microsoft Azure, AWS, IBM Cloud Pak for Data

Contact us

Within the scope of the Data Management Solutions to Cloud Migration Service, we analyze your current landscape, come up with a solution that best matches the target infrastructure, roll it out, and finally migrate the data, verifying that everything is supported and working as planned.

Follow the personalized data migration roadmap we tailor to the specifics of your business operations and move to the cloud properly. Forget about procuring additional computing power, paying for the resources you no longer use, and maintaining a vast stockpile of servers for good.

Data Management with IBA Group. Getting started

With IBA’s cloud migration services, you get a dedicated, world-class team consisting of data engineers, data architects, a manager, and a DevOps engineer who will:

01ANALYZE YOUR CURRENT DATA MODEL(BUSINESS OBJECTS)
02PERFORM BUSINESS PROCESS ANALYSIS
03EXECUTE TARGET WAREHOUSE MODELING
04IMPLEMENT A TARGET SOLUTION
05VERIFY BUSINESS PROCESS INTEGRITY
06ENSURE DATA CONSISTENCY
07PROVIDE WARRANTY SUPPORT
BOOK A MEETING
TO DISCUSS YOUR BUSINESS NEEDS

Cloud Migration Expertise from A to Z

RESOURCE-ORIENTED COST-EFFICIENCY

RESOURCE-ORIENTED COST-EFFICIENCY

If the amount of data you process in legacy on-premises storage has grown considerably, we will help you optimize the data processing value/costs ratio and easily scale your data management resources — both hard- and software — up or down, depending on your actual needs.

UNLIMITED SCALING

UNLIMITED SCALING

Unlike scaling on-premises infrastructure, you will have your software and hardware resources supported by an external provider, which will allow you to focus on your core business processes.

CONSISTENT PERFORMANCE

CONSISTENT PERFORMANCE

Unlike in-house migration, the solution provided is built from a wide range of available tools, enabling you to migrate without downgrading the performance of the target system from the first release.

Industries we’ve partnered with

These days, it’s hard to imagine an industry that doesn’t work with data. As the flow of goods and services becomes even more globalized, businesses must go digital if they don’t want to lag behind. Many times, going digital means going cloud as well — and for that, cloud migration professional services are a must. Luckily, end to end cloud migration solutions are something we’ve been providing to our clients from different areas for years.

 

 

INSURANCE

 

 

RETAIL

 

 

TRANSPORT & LOGISTICS

 

 

ENERGY & UTILITIES

Cloud migration services we provide

DATA SOLUTION MIGRATION ROADMAP

Analyzing the needs of your business to specify your expectations and solution requirements.

Data security

Providing effective and efficient security management and operations in the cloud environment

Data SOLUTION migration

Implementing migration without downgrading the performance of the target system.

DATA WAREHOUSE MODELING

Building DWH and Data Lake to store loaded data.

Data integration

Implementing the solution and data migration.

Data architecture

Designing an optimal solution for the target infrastructure.

Data backup

Setting up backups for data copying and recovery. Backups can be scheduled.

Support and maIntenance

Shared agreement on the terms and cost of system maintenance and warranty support.

CLOUD MIGRATION STRATEGY: BRING CLOUD COSTS DOWN WHILE RETAINING VALUE

READ MORE IN OUR E-BOOK

Benefits of Data Management Solutions to Cloud Migration Service

The adoption of Cloud services will help you improve:

Infrastructure growth speed

The implementation speed of new functions, services, and capabilities (AI, Data visualization, etc.)

Organizational collaboration using analytics solutions, data visualization, and AI

Infrastructure total cost of ownership

Why are enterprises moving their data management to Cloud services?

61%of companies benefit from cost-cutting
57%desire new features and capabilities
30%of enterprises have pushed for cloud adoption due to shrinking warehouse capacity

SUCCESS STORIES

To better understand how we roll, check out the stories of those who have already successfully migrated to the cloud with us.

Contact us

Please fill in the form to get in touch with us and share your details. Feel free to provide any additional information or specific questions you might have. Our team is committed to responding promptly and thoroughly.

Looking forward to hearing from you soon!

[contact-form-7]

Frequently asked questions

If you’ve got any questions left unanswered, try looking here first — chances are, someone has already asked them for you, and you can get an answer you’re looking for right away!

How does cloud migration work with IBA Group?

Cloud migration with IBA involves a three-step process.
Step 1 Mobilization. Defining migration goals, scope, risks, and model of work (Scrum/Kanban).
Step 2 Initial Iteration. Final approval of terms, scope, team, milestones, goals, etc. for MVP.
Step 3 Pilot Iteration(s). Iterational/continuous process with discussions about unplanned changes. Presentation of MVP.
Correction of the high level plan.

How long does a cloud migration take?

With IBA Group as your cloud migration partner, we’ll prove the value of the cloud and jumpstart your broader migration. In about 2 months, you will:

  • get your MVP application in the cloud,
  • get experience planning & migrating an application to AWS,
  • get a comprehensive migration assessment complete with visibility into your projected, optimized in-cloud cost,
  • be ready to continue.
Why migrate to the cloud?

The cloud provides multiple engagement models to match your budget and help to reduce fixed costs and total cost of ownership. This helps speed up infrastructure growth and introduce new capabilities (AI, Data Visualization, and more).

What are the factors that influence migration cost?

The final amount depends on a range of factors, such as:

The complexity of the current IT infrastructure (e.g., warehouses and database size – how many schemas and tables should be migrated);

The data volume to be migrated;

  • The chosen migration strategy; e.g., rehosting requires fewer efforts than refactoring, therefore it’s less expensive;
  • The current IT infrastructure’s migration readiness;
  • The extent of migration automation and the cost of migration automation software licenses;
  • Testing coverage.

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Data Mining Service https://us.ibagroupit.com/services/data-management-analytics-and-ai/data-mining-service/ Mon, 04 Dec 2023 14:42:14 +0000 https://us.ibagroupit.com/?post_type=services&p=10752 The post Data Mining Service appeared first on IBA Group - USA.

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Data Mining Service

Our service is designed to enhance decision-making, strategy development, and
operational efficiency, revealing hidden patterns and insights critical
for staying ahead in today’s competitive landscape.

Contact us

Empower your organization with IBA Group’s cutting-edge Data Mining solutions, engineered to elevate the analytical power of your business. Our solutions, encompassing tailor-made Data Lake and Warehouse integrations, are at the forefront when it comes to driving operational efficiency through advanced data analytics.

With a team of highly skilled IBA Group experts, we deploy sophisticated algorithms and statistical methods to transform complex data into valuable insights. Embrace the Data Mining service to catalyze your journey towards data-driven decision-making and strategic foresight.

Benefits of Data Mining for your business

Gain access to comprehensive, streamlined, and cost-efficient data mining solutions, offering reliable insights for strategic decision-making and consistent business growth.

Enhancing customer insights

Comprehend customer preferences and behaviors, what can improve satisfaction and loyalty.

Forecasting sales & revenue

Leverage customer and market insights to identify new sales opportunities and optimize performance.

Optimizing conversion strategies

Understand seasonality in customer behavior to develop more effective conversion strategies.

Mitigating risks

Assess the impact of market or internal process changes to identify potential risks.

Reducing costs & preventing losses

Analyze anomalies in existing data or processes, leading to significant cost savings.

Let’s schedule a meeting

In just a click, we can discuss your challenges and how to overcome them.

Results from our customers who implemented the service

30%cost efficiency savings
35%increase in revenue
5.5times more likely to have a higher customer retention

The Data Mining Service Roadmap

1/ Understanding Business needs

– Check the business model, objectives, and specific challenges
– Define clear goals and expected outcomes of the data mining process
– Plan for a solution that aligns with the client’s unique business environment and objectives

2/ Data collection

– Collect data from all sources
– Utilize our service’s capability to handle structured, unstructured, and semi-structured data efficiently

3/ Data preparation

– Integrate data from various sources and prepare it for analysis
– Perform cleaning, normalization, and transformation to ensure data quality and relevance

4/ Modeling

– Develop custom models suitable for the client’s specific data and business goals
– Chose advanced techniques that are best suited to the types of data and the insights sought

5/ Evaluation

– Evaluate the models using relevant metrics to ensure they meet the predefined goals
– Conduct tests to assess accuracy, efficiency, and reliability

6/ Deployment

– Deploy the models into the client’s existing systems, ensuring compatibility and minimal disruption

From Data Chaos to Business Insights: Cloud Strategies and Predictive Analytics for the Modern Enterprise

TECH SESSION FOR BUSINESS

Tech Stack

Based on our evaluation, we offer these tools in Data Mining solutions, and are committed to assisting you in identifying the one that aligns best with your business needs.

Main:

  • Scikit learn
  • Python
  • PyTorch
  • Apache Superset
  • TensorFlow
  • Apache Zeppelin

Additional:

  • Google Analytics
  • Google Tag Manager
  • Apache Spark
  • Jupiter
  • R
  • D3.Js
  • Excel

Let’s schedule a meeting

In just a click, we can discuss your challenges and how to overcome them.

Contact Us

Please feel free to include any information about your business you think we should know.

frequently asked questions

If you’ve got any questions left unanswered, try looking here first — chances are, someone has already asked them for you, and you can get an answer you’re looking for right away!

Can Data Mining Techniques Predict Future Trends?

Yes, advanced predictive analytics and machine learning models in data mining can identify trends and make future predictions based on historical data.

How do you handle large and complex data sets?

We utilize scalable data processing frameworks and advanced algorithms to efficiently handle and analyze large and complex data sets.

What machine learning techniques do you employ in data mining?

IBA Group experts use various machine learning techniques, including regression analysis, clustering, decision trees, and neural networks, tailored to the specific needs of the project.

How do you adapt your data mining process to industry-specific needs?

We customize our data mining approach based on industry-specific requirements, regulations, and best practices to ensure relevance and effectiveness.

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Modern Data Lake and Warehouse Service https://us.ibagroupit.com/services/data-management-analytics-and-ai/data-lake-and-warehouse-service/ Mon, 27 Nov 2023 14:48:58 +0000 https://us.ibagroupit.com/?post_type=services&p=10715 The post Modern Data Lake and Warehouse Service appeared first on IBA Group - USA.

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Modern Data Lake and Warehouse Service

Transform your business landscape by turning data into actionable insights through our advanced technical practices.

Our expert team crafts platforms that are both scalable and precision-focused, ensuring your data processing and analytical needs are addressed efficiently.

Contact us

What can improve your business in today’s data-driven world?

With a centralized and powerful data solution developed by IBA Group experts, navigating vast oceans of information becomes a breeze.

Our dedicated team of experts specializes in creating tailored Data Lake and Warehouse solutions that stand out in the market.

With our innovative approach and deep expertise, your entire business will benefit and stay ahead in the competition.

IBA Group will be your strategic partner, providing a range of advanced services to support your progress towards integrated and efficient data management.

Benefits of Modern Data Lake and Warehouse Usage

The implementation of Modern Data Lake and Warehouse will help you to improve:

Enhanced Data Integrity

 

What you get

 

Warehouses and lakes merge varied data into one consistent format, ensuring precise decision-making. Moreover, these systems pinpoint and amend data errors, guaranteeing trustworthy analytics.

Reduced Value delivery costs

 

What you get

 

Centralized storage minimizes data repetitions, saving on storage and management expenses. Additionally, by streamlining processes, firms optimize the use of their tech assets.

Scalability & Adaptability

 

What you get

 

Our experts can help you adapt to expanding data needs, allowing for business growth. Their flexibility also ensures easy integration with diverse data sources and evolving tech trends.

Innovation & Market Edge

 

What you get

 

Emphasizing a data-centric approach, these solutions foster innovation across business sectors. With immediate access to comprehensive data, businesses gain a significant competitive edge.

End-to-end Cloud Data Platform from IBA Group team

Our Cloud Platform for Data Lake development provides a comprehensive framework and a user-friendly web studio, ideal for creating and enhancing Lakehouse solutions. It allows for the building of Data Lakes from scratch using advanced data engineering and orchestration techniques, with support from top cloud providers such as Azure, AWS, and GCP. 

The platform includes a suite of tools for various data management needs, ensuring quick and efficient setup. Designed for simplicity, it requires minimal analytical and data modeling skills, making data access more democratic. Additionally, the platform is cost-effective, optimizing resource usage for efficiency.

Interested in enhancing your data strategies?

100%Data Management projects successfully delivered by the IBA Group team
54%of organizations have implemented Data Warehouse solutions, marking it as the most utilized data solution
57%of companies implements Data Lake services to drive strategic decisions and organizational change

Modern Data Lake and Warehouse Service Roadmap

1/ Assessment

Before any technical implementation, we evaluate the specific business needs the solution will address. This ensures the subsequent phases are aligned with the primary goals of the organization.

2/ Designing data Storage architecture

Initial business needs analysis helps in crafting a model that resonates with the specific use case. Experts decide on the architectural pattern, a choice largely determined by the volume of data intended for storage.

3/ Integration of data sources

Seamless integration of diverse data sources ensures comprehensive data accessibility. By unifying files, API data, and databases, we pave the way for holistic data insights.

4/ BI Solution

Implementing Business Intelligence (BI) solutions, leveraging them to extract valuable business insights from the integrated data sources.

5/ Testing and QA

Rigorous testing to ensure that the architecture, integrated sources, and BI solutions function as expected. Quality Assurance (QA) ensures that the solutions meet the established standards and requirements.

6/ Automation and Scaling

Streamlining processes through automation, allowing for more efficient data handling and the extraction of insights. As the business grows, the solution scales accordingly to manage increasing data loads and analysis needs.

Alongside main steps, our extra services help keep your data systems up-to-date, efficient, and ready for the future:

From Data Chaos to Business Insights: Cloud Strategies and Predictive Analytics for the Modern Enterprise

TECH SESSION FOR BUSINESS

Factors Influencing the Project

Understanding these factors is essential for estimating the project’s timeline accurately

COST

 

– The specific needs and objectives of the project
– Pre-established deadlines or time constraints
– The number of team members allocated
– Selected technologies and platforms
– The intricacy of the planned solution

TIME

 

– Technologies to be utilized
– The breadth and complexity of the project
– Priority or urgency level of the project’s completion
– The chosen approach to project engagement and collaboration
– The selected cloud platform for developing the data solution

TECHNICAL HIGHLIGHTS

Explore our range of technical alternatives for your requests and system challenges, each recommending the best Data Lake and Warehouse solutions for your business needs.

Architecture

  • Modern Data Warehouse
  • Data Lake
  • Lakehouse
  • Data Mesh
  • Data Fabric

Data Processing

  • ETL/ELT
  • Customized pipelines
  • Streaming

Data Storage

  • NoSQL databases
  • RDBMS
  • MPP databases

Infrastructure

  • On-Premises
  • Cloud (Azure, GCP, AWS, etc.)
  • Hybrid

Let’s schedule a meeting

In just a click, we can discuss your challenges and how to overcome them.

Micro assessment consultation

Start the optimization of your data architecture with our free Micro Assessment Consultation for Data Lake and Warehouse solutions. This specialized service involves an in-depth evaluation of your existing data systems, followed by a tailored interview or questionnaire. Based on your unique needs, we’ll provide strategic insights and recommendations to enhance data consolidation, storage, and analytics.

This is not just a request for a generic white paper; it’s a step towards receiving a customized document outlining actionable steps for data improvement. To begin this personalized journey, simply fill out our form for your micro assessment proposal.

Let’s unlock the full potential of your data together.

frequently asked questions

If you’ve got any questions left unanswered, try looking here first — chances are, someone has already asked them for you, and you can get the answer you’re looking for right away!

What is a Data Warehouse?

A data management system for SQL-based analytics, optimized for the high-performance processing of structured and semi-structured data.

What is the difference between DWH and Data Lake?
A Data Warehouse (DWH) is structured for organized storage and analysis of structured data, optimized for SQL queries and designed for business intelligence purposes. In contrast, a Data Lake stores raw, unstructured, and structured data in its native format, offering more flexibility for diverse data types but requiring more processing for analysis.
How does data get integrated into Data Warehouses or Data Lakes?
Integration involves ETL processes, with lakes accepting diverse formats and warehouses necessitating structured data transformation.
What kind of data can be stored and analyzed?
Data Lakes store and manage a wide range of data, from text to video, while warehouses are limited to structured and certain semi-structured data types.

Contact us

Please fill in the form to get in touch with us and share your details. Feel free to provide any additional information or specific questions you might have. Our team is committed to responding promptly and thoroughly.

Looking forward to hearing from you soon!

[contact-form-7]

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BI Solutions for Financial Analytics https://us.ibagroupit.com/services/data-management-analytics-and-ai/bi-solutions-for-financial-analytics/ Fri, 24 Nov 2023 14:16:36 +0000 https://us.ibagroupit.com/?post_type=services&p=10706 The post BI Solutions for Financial Analytics appeared first on IBA Group - USA.

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BI Solutions for Financial Analytics

For a smooth transition from manual reporting processes to a fully automated analytics system, offering data extraction, agile transformation procedures, dynamic report generation, and intuitive dashboards.

Contact us

Leveraging the specialized knowledge of IBA Group, our BI Solutions for Financial Analytics bring a new dimension to financial decision-making. Designed to cater to the needs of modern business leaders, it streamlines data processing with advanced automation, presenting critical insights via sophisticated reports and dashboards.

IBA Group’s expertise in areas like predictive modeling and risk analysis translates into improved operational effectiveness, bolstering profitability and enhancing the customer experience. This service melds profound insights with real-time analysis, rendering complex financial data into actionable intelligence for strategic business advancement.

Why do clients choose BI solutions?

82%of international companies invest in BI solutions to achieve robust data governance
35%experience a boost in productivity by implementing BI solutions within their organizations
100+projects successfully delivered by the IBA Group team

Benefits of BI solutions for your business

You will have access to all-encompassing, efficient, and cost-effective BI dashboards and analytics, delivering predictable and reliable results.

Reliable Audit Trails

Our service ensures accurate and reliable audit trails, offering a transparent and traceable record of all financial transactions and data changes.

Independent BI Choice

Our team is free from Vendor Bias. We focus on finding the best solution for your business goals, ensuring a straightforward, effective BI analytics

Time & Cost Efficiency

The service streamlines data processing and analysis, resulting in considerable time and cost savings across various business operations.

Error Reduction

With its advanced algorithms and data handling techniques, the BI Solutions for Financial Analytics service greatly reduces the likelihood of errors in financial reporting and analysis.

Quick Decision-Making

The service enables quick and informed decision-making by providing real-time data insights and analytics, crucial for staying competitive in the fast-paced business environment.

Let’s schedule a meeting

In just a click, we can discuss your challenges and how to overcome them.

INDUSTRIES WE’VE PARTNERED WITH

Oil & Gaz
Retail
Distribution
Energy
Railways
Mining
3+PL Operators
Manufacturing
Telecom

The BI Solutions for Financial Analytics Roadmap

1/ Audit & Consulting

– Audit of resources and methods
– Compliance checks
– Performance audits
– Strategic consulting for potential improvement in analytics

2/ Design, Development, Implementation

– Design a scalable architecture, ensuring it can accommodate future financial data sources and emerging analytics requirements
– Prototyping & testing to ensure the system meets financial analytics goals

3/ Configuration & Administration

– Dynamic configuration
– BI system monitoring, ensuring optimal performance and the preempting of potential issues
– Dedicated administrative offering upon client request

4/ Support

– Patch Management & upgrades (long-term relations)
– Empowering your team with hands-on system training

From Data Chaos to Business Insights: Cloud Strategies and Predictive Analytics for the Modern Enterprise

TECH SESSION FOR BUSINESS

Core BI Platforms

Based on our evaluation, we offer the following platforms, and we’re committed to assisting you in identifying the one that aligns best with your business needs.

Main focus:

1/ Qlik Sense, QlikView 

2/ Microsoft Power BI

3/ Tableau

4/ IBM Cognos Analytics

5/ Apache Superset

Let’s schedule a meeting

In just a click, we can discuss your challenges and how to overcome them.

BLOG

Get a better grasp from data warehouse provider expertise to make an informed data decision.

Contact us

Please fill in the form to get in touch with us and share your details. Feel free to provide any additional information or specific questions you might have. Our team is committed to responding promptly and thoroughly.

Looking forward to hearing from you soon!

[contact-form-7]

frequently asked questions

If you’ve got any questions left unanswered, try looking here first — chances are, someone has already asked them for you, and you can get the answer you’re looking for right away!

What strategic advantages does the BI for Financial Analytics offer to business?

Our service provides real-time financial insights, enabling you to make informed strategic decisions. It helps identify market trends, optimize cost management, and enhance revenue growth opportunities.

How does the service integrate with existing financial systems?

Our service is designed for seamless integration with a variety of financial systems, including popular accounting software, ensuring a smooth data flow and minimal disruption to your existing processes.

Is the service scalable to accommodate business growth?

Our BI service is highly scalable and designed to grow with your business. It can easily adapt to increasing data volumes and complexity, ensuring that your financial analytics capabilities expand as your business does.

Can I customize reports and dashboards to suit specific analysis needs?

Absolutely. Our platform allows you to tailor reports and dashboards to meet your specific analytical requirements, offering a range of customizable options for data visualization and reporting formats.

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Automation of Reporting on Training Management in the Company https://us.ibagroupit.com/cases/automation-reporting-tableau-bi/ Wed, 16 Nov 2022 10:48:06 +0000 https://us.ibagroupit.com/?post_type=cases&p=9170 The post Automation of Reporting on Training Management in the Company appeared first on IBA Group - USA.

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Background

The customer is the company’s business unit engaged in training management. Previously, reports on the implementation of training programs were prepared manually: they collected data from various training systems and summarized them.

Business Challenge

The company has several training apps that collect a variety of data about students, instructors, and training programs. This data needs to be collected in one system and automate the reporting process.

Solution

Since it was required to build a solution framework in a short time, we decided to use an open source solution. The IBA Group team developed a test version of the data warehouse with integrated Tableau BI system. Dashboards and reports are now created in this software.

The challenge of the project was that the various applications of the training platforms had to be taught to communicate with each other. For example, there is an application where employees take courses and another application where they provide feedback on these courses. The task was to write a utility that would automatically forward users after completing the courses to the feedback page which already contained the details of the course.

Result

Previously, report preparation using MS Excel took about a week. Now this process is fully automated with a ready-made dashboard in Tableau.

The customer is also able to track and analyze the content: demand for courses, percentage of fully-completed courses, and number of certificates received by students.

The post Automation of Reporting on Training Management in the Company appeared first on IBA Group - USA.

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