For the past decade, especially since ChatGPT’s release in 2022, businesses have been looking for new ways to use AI to improve productivity, reduce costs, and replace entire services. As of 2026, 83% of businesses name AI implementation as their top business priority, with 58% of companies already exploring the use of AI.
The widespread AI implementation is not surprising. A 2024 study commissioned by Microsoft found that adopting AI technologies can have as big of a return on investment as $3.7x for every dollar spent. Some research even claims that generative AI has the potential to close the gap in performance between small and large businesses, as AI tools provide an affordable replacement for job outsourcing or in-house recruitment.
Over 55% of organizations globally plan to adopt AI in the upcoming years, but almost half are holding back. Such businesses are understandably concerned about integrating AI into existing processes and systems and regulatory complications.
This is where artificial intelligence consulting services come into the picture.
What is AI Consulting?
Artificial intelligence consulting combines a wide range of services from auditing your current AI adoption strategy to full-cycle custom artificial intelligence solution development, or anything in between. AI consulting companies identify areas where your business can leverage AI solutions most efficiently – and help you implement and maintain them.
As a result of AI consulting, artificial intelligence transforms from a mystical concept to something at your fingertips, ready to revolutionize your business.
Role of AI Consultants
By definition, AI consultants are highly skilled specialists who combine expertise in business strategy, your specific industry, and AI development. They merge analytical thinking, industry-specific expertise, and technical background to help you meet your business objectives using AI technologies.
When you bring AI experts on board, they will facilitate the following activities for your business:
- Conduct a thorough assessment of your business. Upon project start, AI consulting companies will analyze your business goals and strategy, current workflows and technologies, and organizational structure. They will also assess your data to ensure that it provides meaningful insights for future AI models.
- Define AI implementation potential. AI experts will identify the key areas in your business where implementing AI will bring the highest return on investment, all tailored to your industry and unique business needs
- Implement the AI solutions. AI experts will choose the right AI technologies, design an AI model, integrate the solution with your current systems, and upskill employees and technical specialists to ensure the adoption of changes with minimal learning curve.
- Measure the effects for your business. Developing clear targets and KPIs will let you evaluate the exact value AI implementation has yielded for your business – and identify where additional iterations are necessary.
Benefits of AI Consulting
Keep track of rapidly evolving AI technologies
The AI landscape is evolving faster than most other industries, and keeping up with the ethical implementation and categorization of AI systems will take up a significant portion of your software engineers’ time. On the contrary, by bringing an external AI specialist on board, you can be confident that the knowledge obtained from them is up-to-date and ready to implement.
Ensure regulatory compliance
As with regular software, AI technologies for your business need to uphold high ethical standards and industry- and location-specific data protection laws, including HIPAA and GDPR. AI consulting companies can help mitigate those risks and ensure that your AI solutions are ethical and safe.
Relieve the stress of hiring in-house talent
A recent LinkedIn report indicates a 74% annual increase in job postings for AI specialists, with only 1 in 10 global workers possessing artificial intelligence skills. High recruitment costs associated with hiring AI-skilled workers are one of the reasons why so many businesses turn to artificial intelligence consulting services instead.
Integrate AI solutions into existing systems
Moving forward with AI implementation does not mean that your current off-the-shelf or custom software systems will lose their value. As part of the process, AI experts will conduct a thorough assessment of your current workflows and technology in use, allowing you to adopt AI technologies without building your product or system from scratch.
Enjoy a service tailored to your unique business needs
Instead of offering you a one-fits-all solution, deep analysis conducted by AI experts will enable them to recommend customized AI solutions tailored to your needs. Whether it’s choosing the right off-the-shelf solution or integrating an open-source tool into your existing system, AI consulting companies will identify the optimal fit.
Types of AI Consulting Services
AI consulting companies provide a wide range of services from full-cycle custom AI solution development to auditing your AI strategy. The following list summarizes the most common AI consulting and development services your business could benefit from.
Development of AI Strategy
AI experts can extend your in-house engineering team or software development vendor by conducting a comprehensive audit of your business and developing a detailed roadmap of AI implementation steps. During this process, AI experts will choose the most suitable AI solutions based on your needs, such as cognitive computing, robotics, machine learning models, or natural language processing.
Additionally, AI consultants will identify the high-potential points in your current workflows where introducing AI solutions yields the most value. Experienced AI experts will match all the proposed ideas with your business strategy and objectives.
Example. A small eCommerce business hired an AI consulting company to audit its current online store, CRM, and inventory management systems. After the assessment, they learned which machine learning tools can enhance their product recommendations section, which natural language processing models can revolutionize their customer experience, and which data analytics AI solutions will help them plan inventory purchases with higher precision. The business then leveraged its in-house engineering team to implement and maintain the solutions.
Custom AI Solution Development
For most purposes, businesses can benefit from existing AI models and tools and customize them for their business processes. In some cases, though, developing a custom AI solution is sensible from both financial and strategic points of view. This is especially relevant for enterprises in highly competitive data-driven industries such as finance.
In such cases, AI experts develop an AI solution from scratch. They create algorithms, design data models, and define structures to deliver custom AI technologies specifically for your business. To train the AI models, engineers use your internal data, giving you a unique advantage over competitors. However, it is crucial to find the right balance between full automation and human-AI collaboration, particularly when assessing client needs and focusing on security aspects. On the downside, such an AI model requires ongoing training using newly generated data, which increases development costs.
Example. An investment management company developed its own AI model trained on internal data. The model was able to predict investment viability with high accuracy, and, most importantly, it used algorithms drastically different from those of the business’ competitors.
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Implementing AI Technologies
In addition to developing a comprehensive AI strategy, AI consulting services can include the full-cycle AI implementation process from assessing the quality of your data to upskilling your staff.
This process will look differently depending on your industry and unique business needs, but it generally includes the following steps:
- Assess data quality. AI models are trained on existing data, so before implementing any solutions, AI developers will ensure that your data is well-structured and of high quality. If not, they will help refine the data to provide meaningful insights for future AI solution development.
- Integrate AI solutions into your existing workflows. AI experts will merge AI-powered tools with your current systems using APIs, plugins, cloud platforms, data lakes, or even edge computing. The choice depends on which method is the most reliable, quick to implement, and within your budget.
- Upskill your staff. AI implementation is of little use if your employees are not on board with it. AI experts will train workers to use AI-powered technology in their daily workflows and even drive AI transformation. With the right approach, AI consulting can help you minimize the learning curve for workers and empower them to train AI models.
- Ensure regulatory compliance. During the AI implementation process, consultants must apply the regulatory requirements specific to your industry. This step ensures the security of your data and the high ethical standards of AI technologies used.
- Maintain and support AI solutions. As AI solutions are constantly evolving, AI implementation is not a set-and-forget task. AI experts will develop a strategy for you to maintain and update your AI solutions further, enabling your business to stay at the forefront of industry trends.
Example. An enterprise in the Automotive sector decided to enhance its custom ERP system with AI. Together with AI consulting specialists, they automated repetitive tasks such as invoice processing, customer service requests, and data entry validation. Instead of building an ERP system from scratch, they integrated AI-powered SaaS solutions into their current workflows. In the process, AI experts held training sessions for workers affected by changes. They also conducted a thorough analysis of local data processing laws, mitigating any legal risks for the business.
Analyzing AI Solution Efficiency
To achieve the most value from your artificial intelligence implementation venture, AI specialists will develop comprehensive KPIs and ROI goals specifically for your project. These metrics will empower you to make data-driven decisions as to the next steps of the AI transformation for your business.
Example. Artificial intelligence consultants helped a healthcare clinic adopt AI technologies to automate their workflows. As part of the project, they developed metrics to observe the success of the AI adoption. These metrics included patient readmission rate, average wait time, diagnosis accuracy, and patient satisfaction.
Industry-Specific AI Applications
With thousands of AI tools on the market, each industry is able to benefit from AI technologies and streamline operations in their unique ways.
- Finance. AI consulting services allow financial institutions to build tools that automate market trend analysis, make precise investment predictions, and identify key risks. Domo, for example, can integrate financial data into user-friendly dashboards.
- Healthcare. Arguably, healthcare is the industry with the most AI implementation potential, from predicting Alzheimer’s disease to developing vaccines. However, the most common use of AI solutions in healthcare now are processing medical imaging and summarizing patient records. A popular tool is Consensus AI, which can analyze hundreds of research papers in seconds and summarize findings for doctors with busy schedules.
- Education. Despite AI usage being restricted in many educational institutions, some already leverage the tools for quick assignment reviews, building individual learning strategies, or designing lecture slides in seconds using Canva.
- Retail. AI solutions found many use cases in retail, including AI-powered customer chatbots and personalized recommendations. Many eCommerce businesses, for instance, integrate a custom version of ChatGPT trained on their own datasets.
- Marketing. AI technology automated a wide range of marketing tasks, from producing copy to predicting consumer behavior. Surfer SEO, for example, can enhance your copy so that it ranks higher in search engines.
- Software engineering. Software Engineers were one of the first groups to adopt AI to produce custom code, automate code reviews, or replace entire system modules with simple AI solutions. For example, Aider is a tool that helps developers orient themselves in large codebases.
- Human resources. From AI-powered CV screening to automating employee onboarding with helpful chatbots, AI technologies have proven indispensable in HR. For instance, Workable can conduct preliminary video interviews with candidates without a recruiter.
Choosing the Right AI Consulting Company
Choosing the right partner in the AI implementation process is crucial. Your choice will determine how much value you reap from your investment, how seamlessly you integrate the solution with your current systems, and if you manage to avoid any potential risks associated with AI technologies. Here are the key factors to consider when choosing the right AI consulting company:
Cost-to-value ratio
How do you balance cost with quality, especially when it comes to AI solution development? Most AI consulting companies will agree to complete a small proof-of-value task to showcase their abilities at a fraction of the full project price. If possible, run such micro-projects when choosing an AI consulting partner to determine the best fit.
Technical expertise in your industry
When AI consulting companies are experts in your business niche, it will show during all steps of the AI implementation process. Analyzing business needs, ensuring compliance with industry-specific regulations, and choosing the right AI technologies all require that a vendor understands your domain deeply. When browsing through AI consulting companies for your venture, look for a vendor with a wide portfolio of projects for other companies in your industry.
Track record of successful projects
A proven track record of successful projects is just as important as industry-specific expertise. To determine a vendor who will put your needs first, ask your potential AI consulting company for recommendations from former clients, look for independent reviews online, and carefully read through the company’s case studies.
Ability to align AI solutions with your business goals
You are not integrating AI just for the sake of it – you do it to advance your business. An AI consulting company must be able to assess your true needs as a client and offer the most effective solutions. Focus on vendors who align every decision with the client’s business strategy and objectives when showcasing their past projects.
