The Ultimate Guide to Machine Learning Consulting

November 1, 2023
Artificial Intelligence
7 mins
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AI has been since a long, but became the talk of the town when it is accessible to mass audiences through LLMs (Large language Models) and OpenAI played a big role by releasing Chatgpt. Businesses are rapidly adopting Artificial intelligence solutions that make their business more predictive, and automated and foster innovations.

Machine Learning is the subset of Artificial Intelligence, the technology that governs most machine intelligence. Data is the heart of Machine Intelligence and It is important to implement the right strategy to make a model on top of this data, which can give fruitful outcomes from data. You must ensure the machines gain the apt knowledge to move further and become intelligent.

Implementing a Machine Learning Model is critical to a specific use case and quality data plays a major role in this process. At least 63% of the companies surveyed plan to increase or maintain their Machine Learning budget.

The size of the Machine Learning industry is likely to go from $21.17 billion in 2022 to $209.91 in 2029 (G2).

Every business has to start planning what can be solved using Machine learning. Some of you might have questions, about how it can help my business. There is one core fundamental, if your business generating data or your business runs on data then here is the answer for you: “Where here is Data, there is Machine Learning use case” and That’s where Machine Learning consulting firms can help. They have the apt understanding, knowledge, and experience required to design solutions around data and Machine learning.

Here we will discuss the role of a consultant, the issues in adopting Machine Learning solutions, and finding the right partner.
So, let’s get started!

Table of Contents

The Top Barriers Restricting ML Adoption

Not all companies or business owners are readily embracing Machine Learning solutions. The reason behind this is, that several barriers are restricting the seamless adoption of this intelligent system. If you are a business owner then I am sure you have this concern about where to start, here are some of the Barriers that you might have : 

  • Expertise
    There is always missing expertise in the market when you are working in Emerging tech, Demand is always high and to navigate the demand, supply needs to increase. At the current stage Experienced resources are limited and there is a skill gap that's where Codiste can help you fill this gap to solve your use case using our expertise in the domain.
  • Limited Access to Infrastructure
    GPU are in high demand and NVIDIA stocks went too high because of NVIDIA GPU demand. As Machine Learning is still new, the infrastructure is limited and costly. Fewer mature processes can enable Machine Learning growth and delivery. It is nearly impossible to think agile with the infrastructure and other limitations in Machine Learning.

    This could act as a barrier to entering the ML systems. Most businesses may only be able to adopt the ML in part as they need, our expertise can help you to optimize the model in a way it can be used under minimal infrastructure.
  • Data Accuracy is Missing
    Data is everything and the Accuracy of output is what differentiates you in business. Data and its accuracy are one of the reasons why companies are experiencing adoption barriers. They can leverage the data in their company to improve the accuracy of the machine’s learning, but that needs experts to train the model in the right way.
    Some Businesses have a lot of data and Some businesses have less. Businesses need to know the importance of data and experts like us can help to build a system that predicts and gets meaningful visualisation from existing Data. At the same time, they should ensure that irrelevant data is not added to the application.
    As the companies cannot segregate the data properly, they need help to get accurate data to train models.

Top Benefits of Machine Learning Consultancy Services

When you consult Machine Learning experts, you can plan your execution better and the time to practice will be faster. You would know the resources you need and the infrastructure you must implement. Here are a few benefits of going with the consultancy services.

  • Saves the Time & Efforts
    Time and accuracy are everything in Business. When you hire Machine Learning consultants, you are getting experts for the job and they can do Predictive Analysis from your unstructured or structured data. They know the exact process and timeline for each work associated with ML. For instance, if your job is to get predictive analysis for the next year's income based on history, find who is performing well in the company, or which client looks genuine and suits your business, all the details can be available from existing data, and experts can help you with this.
    If you want to solve a process inefficient with ML systems, your experts would know what to include.
  • Good Financial Decision
    We often refrain from making specific decisions as they can hurt our pockets. However, a consultant will make your lives easier. They would guide you through the estimates and efforts. They would not extract extra cash from you. As a result, it would be a more profitable and financially sound decision.
  • Improves Data Preparation
    As discussed, data is crucial to the success of an ML system. If your data doesn’t perform, your system will crash. That’s why you need someone who can enhance the accuracy of the data. The Machine Learning consultants can help you with data preparation, segregation, and other tasks.
  • Defining the Roadmap
    With ML consultants, you can get the ideal roadmap that will help you accelerate the implementation. They will determine the exact process to help you implement it more easily. You can rely on consultants to drive the ML ecosystem flawlessly.

How to Choose a Good Machine Learning Consulting Firm?

It would help if you had a brilliant idea and setup to gain from your Machine Learning systems. Choosing the right consulting firm can help you set the table for profits. They would have mapped your requirements and planned the ML solution accordingly. Here are a few points to help you choose the right consultancy firm.

  • Determine your Goals
    What do you aim to achieve with Machine Learning? For example, do you want to enhance the processes? Do you aim to drive better customer experiences? Determining the goals will help you choose a good consultancy firm. It would help direct them toward the right decisions for implementation.
  • Well-defined Research
    Research is the key to finding a good company. You must study the consultancy market and find people who have worked in this domain. Check for experience in the software domain. Please take a look at their knowledge and understanding.
  • Check their Experience
    You may have identified several consultancy firms that offer machine-learning solutions. However, only a few of them have the requisite experience. If you find someone experienced, you must go with them. Check their portfolio or connect with them to check how their experience has helped clients.
  • Keep a Budget
    A defined budget can help you choose the appropriate consultancy services. If you hire without a budget, it can be expensive. You should always check the budget and the market rates. Additionally, you must think through the experience requirements. This would help you choose the right person for the job.
  • Data Management and Security Policies
    When dealing with ML systems, you are working on a lot of data. Some of it will be private and crucial data for the business. It would help if you kept them secure. It is essential to create role-based authentication for secure access.

    Choose a consulting firm that has the right data management and other policies. This way, you can keep the data protected and secure.
  • In-person Talks
    Before you hire a consultancy firm, you must connect with them in person. Meet with them before hiring so that you know how they work. Ask them questions about the work, budget, and other details. It will help you proceed with hassle-free hiring.


Machine Learning consultancy is a vital asset for organizations looking to implement intelligent systems. These experts can guide you through the strategic planning and phased execution of machine learning projects, helping you automate processes and enhance predictive capabilities. When seeking the right Machine Learning consultancy for your specific needs, consider Codiste as the top machine learning consulting company near you. They offer tailored solutions and a wealth of experience to ensure your machine learning initiatives align with your business goals.

Codiste, with its industry expertise and results-driven approach, is well-equipped to assist your organization with has power of machine learning. Their commitment to excellence and ability to work closely with your team to address your unique challenges make them a standout choice for businesses seeking to leverage machine learning for sustainable success. By partnering with Codiste, you can stay ahead of the competition and achieve transformative results in the world of artificial intelligence and machine learning. Contact us now!

Nishant Bijani

Nishant Bijani

CTO - Codiste
Nishant is a dynamic individual, passionate about engineering, and a keen observer of the latest technology trends. He is an innovative mindset and a commitment to staying up-to-date with advancements, he tackles complex challenges and shares valuable insights, making a positive impact in the ever-evolving world of advance technology.
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