ChatGPT 5: Ultimate Guide on New Updates

Introduction

The landscape of artificial intelligence is evolving quickly, and at present, language models stand out as the key drivers behind AI tools and significantly influences how we perceive and use artificial intelligence in our daily lives.

Originally emerging as a free chatbot, OpenAI's ChatGPT has evolved into a pivotal tool for both business applications and everyday conversations.

As the tech community eagerly anticipates the speculated release of ChatGPT 5, enthusiasts worldwide are curious about potential enhancements and features that could elevate our interactions with OpenAI's advancing technology.

In this comprehensive guide, we will delve into the latest updates, offering insights into the current Chat GPT models and providing an exciting preview of what to expect from the upcoming ChatGPT 5. Get ready for a guided exploration of the evolving landscape of AI.

Current Chat GPT models

Currently, OpenAI offers users two versions of ChatGPT—GPT 3.5 and GPT 4. This highlights OpenAI's commitment to improving AI conversations and highlights their efforts to enhance the functionality of these language models for more effective and engaging interactions.

ChatGPT 3.5

ChatGPT 3.5 is a free AI tool known for its impressive language skills. It is great for generating responses to prompts used by professionals like software developers. In addition, GPT 3.5 assists many business with tasks such content creation, code queries, language translation, and general knowledge.

Besides casual and professional interactions, ChatGPT 3.5 serves as an interactive learning resource across a variety of topics that supports discussions, idea generation, and assistance in support seeking.

With that being said, users should be aware of the potential limitations of GPT3.5.

Some of these limitations include difficulty in maintaining context during lengthy discussions which may result in incoherent and unreliable responses.

In addition, on occasion ChatGPT 3.5 struggles with prompts that are ambiguous in nature which may produce results that does not align with the user’s original question.

ChatGPT 4

In contrast, OpenAI introduces an upgraded premium AI too in the form of ChatGPT 4. This tool is available via a monthly subscription.

Although it comes at a price, ChatGPT 4 offers heightened intelligence, as well as a more extensive knowledge base, and the ability to analyze diverse data types like text, images, and graphs.

This premium version caters to users who are seeking a more advanced and flexible AI tool. In addition, it provides an effective and efficient experience using its diverse set of analytical tools.

Overall Notes

Mastering new tools, especially in the digital age, can be challenges. If you're seeking help or advice on using ChatGPT and other AI tools, or if you're exploring different software solutions, it's crucial to find a trustworthy and dependable software partner.

Having a reliable partner can assist you in navigating the learning process and ensure you get the most out of these tools.

Ultimate Guide on ChatGPT 5 SPeculations

As the excitement around GPT 4 reached its peak, users naturally began speculating about the next leap in AI technology – ChatGPT 5.

Despite OpenAI sharing little information on the official development status of GPT 5, rumours have been circulating, hinting at ongoing efforts behind the scenes.

The speculations surrounding ChatGPT 5 strongly suggests that the overall objective for this upgraded tool is to enhance its language model to focus on improving precision and effectiveness.

1. Precision and Effectiveness

The focus on precision and effectiveness is a key consideration for software experts. This entails improving GPT-5's ability to understand and make sense of user inputs, ensuring that conversations are authentic and dependable. In other words, the objective is to provide users with a smoother and more efficient interaction than previous models and elevating the overall experience between users and AI tool.

2. upgraded knowledge base

Moreover, ChatGPT 5 is expected to feature an enhanced knowledge base. This improvement aims to further strengthen ChatGPT 5's proficiency in delivering precise and insightful responses across complex scientific theories as well as lesser-known subjects aligning with the increasing need for AI models capable of providing accurate information across a wider range of topics.

3. Nvidia GPUs and audio and video Assistance

Nvidia GPUs, known as Graphics Processing Units, are specialized hardware designed for fast and efficient processing of complex mathematical tasks. These GPUs find broad applications in gaming, video editing, and various activities that demand substantial graphical processing capabilities.

Sam Altman, OpenAI's CEO, has subtly hinted at the significance of Nvidia GPUs in the potential training of GPT 5. With GPT 4 showcasing multimodal capabilities, there's heightened anticipation for advancements in understanding audio and video. This could prove particularly advantageous for content creators, offering intelligent tools for tasks like organizing video timelines and selecting background music.

4. integration of Artificial General Intelligence (AGI)

Another intriguing speculation gaining traction is the potential integration of Artificial General Intelligence (AGI) into ChatGPT 5.

If AGI becomes a reality, it could seamlessly integrate AI into our daily lives, taking on versatile roles such as managing personalized grocery orders or overseeing childcare and home security.

While the actual likelihood of AGI in ChatGPT 5 remains uncertain, the possibility of such an integration sparks anticipation for a significant leap in AI capabilities.

Financial Considerations and Challenges

Creating and maintaining advanced AI models like ChatGPT comes with significant expenses, and OpenAI reportedly faces daily costs of approximately USD 700,000 or CAD 940,400 just to keep ChatGPT operational.

With such high operational costs, it is not surprising that the financial sustainability of ventures such as GPT have been called into question with rumours suggesting the potential for bankruptcy by the end of 2024.

Moreover, it is important to note that the substantial costs associated with language models stem from both the expenses associated with training AI models and the need for high-end GPUs that shed light on the complex financial context associated with the operation of these innovative technologies.

Current Landscape and Competition

In the midst of the AI revolution, it is no surprise that major tech players are also actively contributing to the AI landscape by introducing their own Large Language Models (LLMs).

Some notable challengers include Google's Bard and Microsoft's Bing Chat, which leverages GPT 4 positioning them as strong competitors.

Opposing this trend, OpenAI takes a distinctive approach that prioritizes quality over immediacy.

Their free version, ChatGPT 3.5, serves as a limited yet accessible introduction to AI-driven conversations.

In terms of subscription, ChatGPT 4 comes with a monthly price tag of around USD 20 or CAD 27.

ChatGPT 4 promises improvements in logical reasoning, extended knowledge, and the ability to understand images and graphs.

Moreover, it is important to highlight the skepticism among users regarding whether the benefits truly warrant the relatively high subscription cost.

Ethical Considerations

When Sam Altman briefly stepped back from his leadership role at OpenAI, concerns surfaced among researchers, as disclosed in a letter addressed to the research board. This letter, as reported by Reuters, highlighted apprehensions surrounding a new AI breakthrough referred to as Q*.

Q* is an algorithm developed by researchers that showed great potential in solving math problems at a grade-school level and was seen as having potential for advancements in Artificial General Intelligence (AGI). However, researchers urged caution due to concerns about its capabilities and the risks of premature commercialization, emphasizing the need for a thorough understanding of overall the overall impacts of such a tool.

While OpenAI did not publicly comment on the letter, their internal acknowledgment of project Q* and mirrored concerns echoed larger worries in the scientific community about developing and controlling highly intelligent machines.

Furthermore, it is important to mentioning the importance of comprehensive testing and careful AI deployment to minimize the potential risks associated with the commercial deployment of AI tools without sufficient control and regulation to govern them.

Conclusion

As we look forward to the release of ChatGPT 5, this guide has given you a detailed overview of how it has evolved, the current AI scene, the anticipated features, and the ethical considerations.

Stay in the loop with the latest developments in advanced language models from OpenAI and be ready to embrace the exciting changes on the horizon.

What features do you hope to see in OpenAI’s ChatGPT 5? Let us know in the comments.

If you need any help or guidance with AI implementation or custom software solutions feel free to contact us. We are a team of experts who can help you design and implement the best custom software solutions for your business.

Written by Natalia Duran

—

ISU Corp is an award-winning software development company, with over 17 years of experience in multiple industries, providing cost-effective custom software development, technology management, and IT outsourcing.

Our unique owners’ mindset reduces development costs and fast-tracks timelines. We help craft the specifications of your project based on your company's needs, to produce the best ROI. Find out why startups, all the way to Fortune 500 companies like General Electric, Heinz, and many others have trusted us with their projects. Contact us here.

Custom Software vs Off the Shelf: Which to Choose in 2024

Introduction

When thinking about the long-term growth, efficiency, and success of your business in the digital age choosing the right software for your business needs is essential.

As we step into 2024, businesses are confronted with the challenging decision of whether to invest in tailored software that is crafted to the unique needs of your business, also known as custom software or opt for the convenience and affordability of off-the-shelf alternatives.

This blog delves into the pros and cons of both software solutions while also highlighting the important considerations of this decision-making process and the key factors that businesses should weigh when choosing between custom software and off-the-shelf solutions in the dynamic business environment of 2024.

Custom Software Vs Off the Shelf Software

Custom Software

To begin, custom software refers to the process of designing and developing software solutions from scratch to address the unique challenges of your business. These solutions are highly flexible and allow your business to easily adjust and expand your software along side your growing business.

An example of custom software can be seen in the Uber app. Uber uses a customized application that allows for seamless interactions between drivers and riders.

Off the Shelf Software

On the other hand, off the shelf software is used to describe any software solution that is developed for the mass market.  These software solutions are fully developed software that can be bought and implemented at any time but are not created according to your specific needs.

A well known example of a off the shelf software is SAP. This software is a prebuilt and licensed software that can be purchased and installed at any time.

Pros of Custom Software

Increased Efficiency

A big advantage of using custom software solutions is the increased efficiency it provides. Using tailored software allows you to automate workflows and reduce manual tasks leading to fewer mistakes and increased productivity for your business.

In addition, using custom software can significantly reduce the time it takes to perform tasks such as onboarding employees while also using personalized dashboards and reports that provide quick access to information.

Scalability and Flexibility

Another benefit to choosing a custom software solution is its ability to scale your business up or down based on your needs. In addition, custom software can be easily modified or changed based on your business demands and industry changes.    

Furthermore, custom software allows for a flexible space for your business to grow by easing the process of modifying or adding new functions and features to expand both the depth of your software and your business.

Competitive Edge

Another benefit to choosing custom software for your business is the competitive edge it nurtures. Custom software distinguishes your business by building unique functions and features while also developing new and innovative solutions that are not reachable using an off the shelf software.

Moreover, custom software provides business owners with more flexibility to create user friendly environments using UI and UX features to create a space that your customers and employees will surely love.

Long-term Cost Efficiency

Lastly, another benefit to using custom software is the long term cost efficiency. Although custom software may appear to be more costly at first, overtime using customer software can reduce maintenance, licensing, and support fees while also eliminating unnecessary functions or features that may be required when opting for an off the shelf option.

COns of Custom Software

High Resource Dependency

A pitfall to consider when choosing custom software is the decency it creates on outside teams. custom software requires a skilled team of experts including project managers, developers, designs, and more to create your vision.

These teams are generally outsourced as external software development partners who must work together alongside business owners and employees to ensure the success of your project including but not limited to

• correcting errors in implementation

• software updates

• bugs that require fixing

Which may result in a high decency on development partners

In addition, if your custom software partner faces issues or discontinues support, it could affect your business. That is why it is important to choose a reliable and reputable partner to build your custom software project.

High Initial Cost

Another factor to consider when opting for a custom software solution is the high initial cost. Since custom software is tailored to your business much more time and resources will be needed to create your software, usually resulting in a higher up front cost.

When considering custom software, business owners must ensure they have gathered and documented all the essential requirement to guarantee the success of your project.

Long Development Time

Another downside to custom software is the lengthy development time. Developing your software from scratch may take several months depending on the complexity of your project which can make it a less suitable solution for businesses seeking quick fixes.

Pros of off the shelf software

Cost Efficient

Off-the-shelf software brings several benefits to businesses. To begin, off-the-shelf solutions are cost-effective. Since the software is ready for purchase, there are lower upfront costs that may make it an attractive option for companies with a lower budget.

Quick Implementation

Another considerable benefit to using off-the-shelf software is the quick implementation time and pre-configured features that allow your business to start using the software faster without the long setup periods you may experience when choosing a custom software solution.

Support

Furthermore, a business owner may opt for a off-the-shelf software often comes with established support teams and regular updates from the vendor that ensure your business benefits from bug fixes, improvements, and new features over time.

Cons of off the shelf software

One Size Fits All

The most notable negative to using off-the-shelf software is the lack of customization. It is important to consider that business owners may find themselves adjusting their processes to fit the software rather than having the software fit their specific needs and workflows.

In addition, off the shelf software provides a low level of flexibility. Since these software solutions are created for the mass market they are rigid in nature and follow a specific set of code that can be difficult to mold to your personalized needs, leading to potential impacts the long term scalability of your business.

Unnecessary features

Another downfall to consider when opting for an off the shelf solution is the inclusion of unnecessary features or functions.

Since off the shelf options are not personalized, features that you may not want or need may be included within your off the shelf software. This can result in higher costs, reduced efficiency and greater difficulty for those using the software including customers or employees.

Dependency

To continue, it is important to consider the overall dependency on vendors or development partners business owners may face when opting for a off the shelf software.

Off the shelf solutions are usually updated and improved by the vendor and so business owners have little to no control over their timing or content. Also, if the developer discontinue software support or there is a change in their pricing model, business owners may find themselves needing to opt for a new platform entirely.

How to Determine Which is Right for You

When to Choose Custom Software

There are many reasons why opting for custom software may be right for you. Firstly, if your business runs highly complex and specific day to day operations that require unique software solution with tailored features that fit your business needs, custom software may be a better option for you

In addition, business owners may benefit from custom software when you require tech capabilities to seamlessly integrate multiple pieces of software used across various business spaces.

Furthermore, those who aim to reduce growing software overheads, such as third-party license or subscription costs may also benefit from choosing a custom software solution.

Also, those who seek a finished solution that's user-friendly and requires minimal training for your employees or customers may opt for a custom software solution.

Additionally, business owners may benefit from custom software when your organization relies on dynamic workflows that undergo frequent changes.

Moreover one may lean towards custom software when you want to replace legacy software and upgrade your IT infrastructure with a modern, cutting-edge, and automated software system.

Finally, if you need an adaptive software application that scales according to your business requirements or if you intend to enhance and establish your brand by personalizing customer journeys, custom software development becomes the ideal choice.

When to Choose Off the Shelf Software

Off the shelf software is a suitable choice for businesses for many reasons. Firstly, it's ideal for companies who do not need complex software to efficiently handle day-to-day operations who benefit from a generalized software solution.

In addition, businesses who are looking for a quick start with a functional and reliable software system can opt for readily available off the shelf options.

Moreover, small companies operating on a limited IT budget may find off-the-shelf solutions much more cost-effective, as well as startups without immediate plans for significant growth can benefit from the convenience of pre-built software.

Lastly, for businesses that prefer not to integrate commercial software with their existing systems or third-party applications, off-the-shelf solutions offer a straightforward and standalone option.

Key takeaways

1. Custom software development provides businesses with personalized solutions that precisely align with their unique needs, although it involves a more substantial investment.

2. On the other hand, off-the-shelf software offers a cost-effective and rapid implementation option but comes with limitations in terms of scalability and customization.

3. The decision between opting for custom software or off-the-shelf solutions requires careful consideration of various factors, including the specific requirements of the business, budget constraints, and future growth plans.

Which option would you choose and why? Let us know in the comments.

If you need any help or guidance with choosing custom software development vs off the shelf, feel free to contact us. We are a team of experts who can help you design and implement the best custom software solutions for your business.

Written by Natalia Duran

—

ISU Corp is an award-winning software development company, with over 17 years of experience in multiple industries, providing cost-effective custom software development, technology management, and IT outsourcing.

Our unique owners’ mindset reduces development costs and fast-tracks timelines. We help craft the specifications of your project based on your company's needs, to produce the best ROI. Find out why startups, all the way to Fortune 500 companies like General Electric, Heinz, and many others have trusted us with their projects. Contact us here.

In-House VS External Software Development: Pros and Cons

Introduction

There is always a pressing question that businesses everywhere may wonder: Should I build my software in-house or recruit an external development partner?

This can be a challenging question to navigate since your project is not just about lines of code. When deciding between in-house and external software developing partners you should consider factors such as your business needs, available resources, and timeframe for development.

 This comprehensive guide will serve as your compass, navigating the twists and turns when choosing between in-house and external software development.

Pros of In-House Software Development

Communication

A benefit to building your in-house team is the flow of communication. Oftentimes your team is in close range, or even in the same room. This makes communication flow easily and can ensure everyone on your team is always up to date with your business goals.

Expertise

Taking on a project such as software development can be a learning experience for all those involved. If you are interested in building your team's overall knowledge or increasing the size of your company, in-house development can ensure the overall growth of your team as well as their knowledge and expertise on your business software.

Cost

Cost is a factor that is at the top of most business owners' minds. When looking at cost alone in-house development may be an attractive option. If you already have a dedicated IT team, and you are already paying for their salaries. Having an in-house team can be less expensive than hiring an external partner for your project.

Cons of In-House Software Development

Longer Development Time

Now that we’ve discussed the benefits of using an in-house team it is important to consider some of the downfalls when choosing this option.

An in-house team may have other daily tasks or responsibilities that may take priority over your software development project. Sometimes these responsibilities may push back your timelines resulting in a longer completion time.

Skills Shortage

Another potential downfall to consider is the possible gaps in knowledge that your team may have. Although an in-house team may have a deeper understanding of your business wants, needs, and goals, it does not mean they have the expertise to build the software your project may require. This may result in the need for an external software development partner who has the skills and expertise required to build your project.

Cost Overruns

Cost overruns should always be a concern when launching a new project. It is widely known that most projects never go according to plan. New problems can arise from seemingly nowhere and without the proper expertise to solve these issues your project may experience stunts in development and massive leaps in your budget.

Pros of External Software Development

Focus on Business Needs 

Hiring an external software development partner can be beneficial to any IT project. Partnering with experts in software development can give your IT team the space to focus on the everyday needs of your business while your external team is focused on developing your software.  

Recruiting an external team ensures that you are not stretching your current IT team thin and provides the space for your team to focus on daily business operations that help your business run smoothly.

Fresh Eyes and Expertise

With an external team, you are working with seasoned professionals who have completed many other projects and have a proven track record of successful deployments. With an external team, you are paying for knowledge and clarity in moments of uncertainty. In addition, an external team provides a fresh set of eyes when planning the next steps for your business.

Whether you need specialized processes such as automating your business or different approaches to building a software project that works for your business, outsourcing an external team can offer a variety of skills to meet your specific business needs.

Quicker Timelines

It could be argued that the most appealing factor when working with an external partner is the ability to scale your team up or down based on the needs of your business. This allows you to stay ahead of your timelines and complete your project quickly and effectively.

Having a team of experts who know how to turn your project ideas into reality is no doubt a huge benefit to any software project.

Cons of External Software Development

Communication Barriers

Like almost all things, with pros, there must also be cons. A downfall of using external partners lies in the communication barriers. Unlike with an in-house team, external teams can be all over the globe. This can result in both cultural and time zone differences making it more difficult to communicate your business wants, needs, and goals. You can minimize this risk by going with a company that has team members in North American times zones only.

Lack of Control

Another potential downfall to using an external developing partner is the lack of control. Hiring an external team means you must be able to work with a new group of skilled professionals and allow these experts to take hold of some important responsibilities. This means business owners must be open to letting go of some control to ensure the overall success of their project.

Security Risks

Security concerns are always worrisome when working with software especially if you are considering developing a project fit for your business needs.

When dealing with any external partner safeguarding your data should be the first question any business owner discusses. It is important to check out potential partnering companies' security measures and processes for protecting your data. In addition, always be sure to take all necessary legal precautions before sharing your internal data.

6 Step Guide to Choosing In-house vs External Software Development Partners

 

1.     How complicated is your project?

When deciding between in-house software development and external software development, an important consideration is how complex is your project.

If your project has specific requirements that can be challenging to navigate, quick scalability, or extensive resources, an external software development partner may be more beneficial in the long run.

on the other hand, if your project's goals align with the strengths of an in-house team and maintaining control over the entire development process is a non-negotiable, an internal approach might be a better fit for you.

When deciding between internal and external approaches it is important to carefully evaluate your project's complexity, this will guide the decision-making process and will guarantee your primary business goals are at the forefront of your project.

2.     Who's on Your Team?

When making the crucial decision between in-house and external software development, it's important to take notice of who's on your team.

Consider who is on your internal team, do you have the resources and the knowledge you need to build your dream software project? 

If you are fortunate enough to have a large IT team, with experts in multiple areas of software development you can dedicate certain people to specific projects.

Although this is the dream, most companies cannot afford such a team as this would be very costly. Most teams are made up of skilled workers who perform multiple different tasks and influence the way you choose to structure your team or build your software project.

3.     What Is Your Budget?

Cost is a factor that is always important to consider when delving into any new projects. This can be overwhelming to any business owner as cost is not always black and white. Many factors can impact your overall budget other than just the cost of your team.

when opting for an external partner, you will have access to many different experts, this means you will not have to invest in other tools that you may need to complete your project. This can include testing and designing expertise.

If you have the overhead to develop your own in-house team of experts your business will surely benefit. However, for a more budget-friendly option for software development that produces quality projects consider finding an external software development partner that matches your company's goals and values.

4.     What Is Your Timeline?

When deciding between in-house development and external software development partners, a crucial factor to consider is your time-to-market timeline.

You must be sure to measure the urgency of getting your product or solution to market and the time needed for development. If convenience is at the forefront and a quick launch is critical, an external software development partner with a proven track record of quick and accurate delivery may be the best choice for you.

on the other hand, if you have the luxury of a more flexible timeline and would like to maintain a higher degree of control over the development process, building an in-house team might be a strategic decision.

Internal teams often allow for more smoother and accurate communication, which can be beneficial for specialized projects that need close teamwork.

Overall, when choosing between in-house or external development partners make sure to be highly considerate of your business's time-to-market goals.

5.     Communication Barriers

When developing your software project, communication plays a critical role, and understanding how your team communicates can make or break the success of your project. 

As discussed above, an in-house team benefits from the closeness and a shared physical workspace that provides quick and direct communication. Team members can quickly address unexpected issues and share insights with your whole team regarding your project. In addition, an in-house approach allows your team to problem-solve while pushing a real-time and collaborative work environment.

On the flip side, external software development partners may present potential communication barriers. This can include time zones, language, and cultural differences.

It is important to consider that managing projects remotely demands a specific approach to communicating. This can be done by using different tools, and protocols to establish clear channels of communication. To ensure these barriers have a minimal impact on your project be sure to discuss these protocols with potential external partners.

Finding the right balance between the ease of communication you get with an in-house team and the strategic coordination used by a successful external team is key to navigating the challenges you may face when developing your software project.

6.     Long-Term Strategy and Control

When considering long-term strategy and control for your software development project, the choice between in-house and external development partners is crucial.

Opting for an in-house team allows for a higher degree of control over the entire development process and can be beneficial when immediate adjustments are needed. 

In addition, in-house development provides the space to change direction strategically and seamlessly to align with everyday business goals and needs. This encourages the alignment of company culture with long-term objectives and creates an environment of in-house expertise.

However, this approach may require a costly upfront investment for recruiting workers for your skilled team. In addition, large investments may also be needed for infrastructure.

On the other hand, when recruiting an external software development partner, you can benefit from the cost reductions in talent recruitment. Moreover, external partners promote quick scalability for your software project while also giving you access to the skilled workers that will lead your project to success.

Finding the right balance for your project requires a careful assessment of your strategic priorities, the specialized skills needed for your project, and your organization's overall goal for growth and innovation.

Other Considerations

Security considerations should always be a primary concern when deciding between in-house or external software development partners. 

In-house development gives business owners a higher level of control over how and what security measures are used to keep their data safe. In-house development provides organizations with the power to use personalized protocols and the ability to closely monitor access. In-house development also gives you the ability to conduct regular security audits and quickly address any vulnerabilities that may impact the security of your project.

On the other hand, hiring an external software development partner presents an additional layer of challenges. While reputable external partners usually stick to rigorous security standards, trusting an external team with your sensitive data and intellectual property can be scary and overwhelming. It is crucial that you properly vet your potential partners and make sure that your ideas surroundings security protocols and safeguarding of your data are in alignment.  

Furthermore, it is important to make sure that contractual agreements are made and are in line with industry standards and regulations. Additionally, enforcing transparent communication with external partners on security protocols will ensure minimal risk potential.

Conclusion

Now equipped with this comprehensive guide, your software journey will not just be a success, but also a thrilling adventure! Make informed decisions, navigate the challenges, and watch your digital dreams unfold with confidence.  

The world of software development is big and dynamic, and with the right knowledge in hand, your project will be nothing short of a success, allowing you to scale your business!

What are your thoughts? Which option would you choose? Let us know in the comments.

If you need any help or guidance with choosing in-house or outsourcing software development, feel free to contact us. We are a team of experts who can help you design and implement the best custom software solutions for your business.

Written by Natalia Duran

—

ISU Corp is an award-winning software development company, with over 17 years of experience in multiple industries, providing cost-effective custom software development, technology management, and IT outsourcing.

Our unique owners’ mindset reduces development costs and fast-tracks timelines. We help craft the specifications of your project based on your company's needs, to produce the best ROI. Find out why startups, all the way to Fortune 500 companies like General Electric, Heinz, and many others have trusted us with their projects. Contact us here.