Posted Aug 10, 2022

In Business Analytics, Business Intelligence, Data Science, General, Performance Management


Read time 3 mins

There are several firms to select from when looking for artificial intelligence companies, ranging from startups to dynamic data science houses to established consulting behemoths.

This article will run you through the factors to consider when looking for an AI consulting company.

Having Experience and Knowledge in the Field

Artificial intelligence, like any other engineering, may be fully understood yet just being known on the surface. The distinction may be significant, with many companies producing a one-size-fits-all solution just slightly polished to match a specific scenario and others able to solve the problem and outthink the challenge truly.

On the other hand, the organization can leverage existing ways and create brilliant new ones. Both techniques have advantages and disadvantages. Several challenges may be remedied using pre-existing approaches that are available immediately, which is nothing new in the IT industry. However, this sort of organization is unlikely to be able to tackle a unique and specific need.

Specialization in Specific Domains

AI approaches are domain-agnostic, which is excellent due to their versatility. When constrained, some models can identify cancer; in an autonomous automobile system, they are similarly effective at detecting road signs.

That is how the model operates. However, execution is another story, and the company’s expertise might be game-changing. When offering new solutions, each sector has its own set of established technology, issues, and regulatory framework to consider. 

A prime example: despite the enormous business intelligence acquired and collected by the healthcare business, access to legally compliant datasets to train the model might be difficult to obtain.

So, when asked how to pick the best AI consulting partner, the answer should be: it depends. Choosing a domain specialist may result in overfitting the problem and mental rigidity, while selecting an inexperienced partner may result in spinning the wheel. 

A Problem-Solving Approach and Attitude

When a corporation lacks a problem-solving methodology and a mentality toward providing an effect, subject expertise and AI-related technology competency are meaningless. There may be several situations encountered when delivering the artificial intelligence project:

  • There is no issue: It is becoming increasingly standard for businesses to ask AI specialists to create an assessment and determine whether anything can be improved or increased using ML-based solutions. The consulting firm may perceive this as an easy way to make money or an opportunity to make a significant change.
  • The problem is unclear, and there is no solution: This is possibly the most challenging condition. There is a problem to solve and a task to overcome, but there’s little to no knowledge on how it may be done or what instruments are required. 
  • The problem is understood, and solutions are accessible: This is the most frequent scenario; the challenge is modifying current software to the demands of a particular firm. There are several technologies to utilize in AI-based business solutions, so even if an issue is identified, it is far from simple to solve. 

The challenge and strategy should be specified before choosing the company to prevent overpaying or mental incapacity to solve the problem.


There are many factors to consider when choosing the right AI consulting company. The business’s experience, expertise, and resources are the most critical factors. 

Furthermore, it is essential to consider the company’s ability to scale and support your specific needs.

Are you looking for AI consulting services in Canada? Newcomp Analytics helps organizations tap into their information and modernize their data architecture through strategy and development expertise. Get a consultation today.

Line graphic of a mountain

No matter where you are in your analytics journey, we'll guide you the rest of the way.

Animated Graphic: mountain-cloud
Consultation Form
First Name
Last Name
What Are You Interested In? *
Animated Graphic: mountain