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Hire the Top 7% of Vetted Agencies in AI and ML Solutions

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"Our engagement with has significantly helped us improve the delivery quality of our innovations."

Pete Becker

Innovation Product Management Lead

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"We worked with the team to identify a mobile engineering partner to help with our iHeartRadio for auto roadmap."

Tom Drapeau

VP Engineering

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"Working with was great. They made sense out of a complicated and fragmented market and we were able to find a good fit for our needs."

Cordel Robbin-Coker

Co-Founder and CEO

Deutsche Fintech Solutions Logo

" helped us with their very clear and structured selection process to find our perfect partners for our product in just a few steps."

Reiner Neusser


Finto Logo

" connected us to various experts around the world."

Ayne Santiago

Senior Lead Software Engineer

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"The team at helped us meet and engage with a high quality shortlist enabling us to spend our time building a relationship."

Phillip Mundy


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" is a wonderful partner for any early stage startups like us who are eager for top engineers to accelerate our product roadmap."

Jeff Hu

Founding Engineer

String Logo

" offers a fantastic service for high growth businesses such as ourselves. Their expertise saved us a significant amount of time and risk."

Paul Skidmore

Product Lead

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"Working with was an awesome and pleasant experience. We got exactly what we wanted and more."

Javy Olives

Enterprise Product Head

Raymond Spoljaric

"The team is professional and effective. Pangea's offering of top talent delivers."

Raymond Spoljaric


Guide to hiring great AI and ML Solutions vendors

Looking for an AI development company to bring your project to life? Read our guide on how to choose the right company that meets your specific needs.


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We match you to the right team.

Not all agencies are right for all jobs.

Define Your Needs

Input your project requirements, team needs, or desired skillsets to kick-start your search.

Matching Choice
Matching Choice Step 1


To select the top percentile of AI and ML Solutions agencies, our proprietary due diligence consists of a rigorous 5-step process: pre-qualification, organizational mapping, client reviews, team health assessment, and acceptance. Only the top 7% of agencies complete the process successfully. Once accepted, ongoing efforts to ensure continued excellence and standing within the community begin. This is achieved by consistently demonstrating excellence in their work and continued commitment to due diligence efforts by

Once you share your requirements, the brief is shared with our community of 150+ agencies (without any personal identifiable information). Said agencies have 48 hours to apply to your brief, and you can access each brief on our platform. Using a combination of AI and human expertise, our system matches and connects you with the 3 most suitable AI and ML Solutions agencies from the application pool. As a result, we can always guarantee delivery within 72 hours—ensuring the most efficient process for connecting with the right agencies for any requirements.

When matching fully-managed agency teams, we prioritize their expertise in the following order: 

  1. Product Domain: What is being built? 
  2. Industry: What industry is it being built in? 
  3. Services: What are the services required? 
  4. Roles: What is the ideal team structure? 
  5. Tech Stack: What technology is required? 

When matching for a specific agency role, we prioritize talent expertise in the following order: 

  1. Roles: Who is being hired? 
  2. Tech Stack: Which technology is required for the role? 
  3. Product Domain: Is domain know-how required for the role? 
  4. Industry: Is industry know-how required for the role? 
  5. Services: Does the role have to provide any services? 

Additionally, we consider rates and location preference, budget indication, kick-off timeline, and other relevant factors to curate the best-match agencies for both engagement models.

Countries such as Uruguay, Brazil, Poland, Crotia, Portugal, Poland, and similar are home to high-quality talent clusters in software development. The vetted agency community at reflects said notion, with our agency partners being located in Latin America and Europe. The rates depend on location, country, skills, and seniority required, but the average hourly rate is between €40-80 which is an average daily rate of €320-640. is a free service for businesses as we are compensated an annual membership fee for continuous due diligence by the agency partners and a % of their sales and marketing spend. 

How to Choose an AI Development Company That Fits Your Needs


Understanding AI Development

Why Choose an AI Development Company Over an Expert?

How to Choose the Right AI Development Partner

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Among the game-changers, you've undoubtedly heard about artificial intelligence companies, which have propelled various industries to new heights of growth and transformation. According to a 2022 report by McKinsey & Company, the average number of AI capabilities that organizations use, such as natural-language generation and computer vision, has doubled from 1.9 in 2018 to 3.8 in 2022. That's a staggering figure, and it highlights the incredible potential of AI in transforming businesses like yours. In this blog post, we'll delve into how collaborating with an AI development company can revolutionize your business and how to choose the best partner.

Understanding AI Development

A group of people is sitting together and selecting the best AI development company that meets their needs.

AI development is the process of designing, building and implementing artificial intelligence systems to solve complex problems, automate tasks, or enhance decision-making processes. It involves using advanced algorithms, machine learning, natural language processing (like those used in ChatGPT), and other cutting-edge technologies to create intelligent systems that can learn and adapt to new situations.

In simpler terms, AI development is all about creating smart machines that can think and act like humans. To make it work, we need to collect a lot of data, write smart algorithms (instructions for the computer), and train the system using the data. This process helps the computer learn and get better over time. People who develop AI systems need to know a lot about computers, mathematics, and other subjects, depending on the application they are working on. For example, someone working on an AI system for healthcare would need to know a lot about medicine and biology.

The AI development process typically involves several stages, including data collection and preparation, algorithm development and testing, training the model on large datasets, and deploying the model in real-world applications. It also involves selecting the appropriate programming languages, frameworks, and tools to build and test AI models and systems.

Why Choose an AI Development Company Over an Expert?

If you're considering whether to choose an AI development company or an expert for your project, it can be a challenging decision. On one hand, an expert may have a very specific skill set and a deep level of knowledge in a particular area of AI development. On the other hand, a company has a team of experts with a broad range of expertise and resources at their disposal.

One of the key advantages of working with the company is the opportunity to collaborate and work as a team. This can lead to exciting and innovative solutions that are more comprehensive and effective than what an individual developer might be able to accomplish alone. In addition, an AI development company can often scale up resources quickly and provide ongoing support and maintenance throughout the life cycle of your project.

Another advantage of working with the company is access to a wide variety of specialized tools, software, and datasets. This can be especially valuable if your project requires a particular set of skills or resources that might be difficult to find in an individual expert. By leveraging the resources of the company, you can be confident that your project is getting the best possible support and resources available.

Ultimately, the decision to choose an AI development company or an individual expert will depend on your specific needs and goals. If you're looking for a collaborative, innovative, and comprehensive approach to AI development; a company may be the best choice for you.

How to Choose the Right AI Development Partner

A businessman is signing a contract on paper with an AI development company

Selecting the right AI development partner is a crucial step in leveraging artificial intelligence to transform your business. To help you make an informed decision, here are some tips on how to choose the ideal AI development partner:

  1. Expertise: One of the most important factors to consider when choosing an AI development company is its expertise. Look for a company that has a team of experts with a wide range of skills and experience in different areas of AI development, such as machine learning, natural language processing, and computer vision.
  2. Reputation: Check the company's reputation in the industry and look for reviews and testimonials from previous clients. This can give you a better understanding of their experience and the quality of their work.
  3. Portfolio: Look at the company's portfolio of past projects to see if they have experience working on similar projects to yours. This can give you an idea of their capabilities and whether they are a good fit for your needs.
  4. Transparent Communication: A successful AI partnership depends on clear and transparent communication. Make sure your AI development company is open to collaboration, listens to your needs, and keeps you informed throughout the development process.
  5. Ongoing Support: AI implementation doesn't end with the deployment of the solution. Choose a partner who offers ongoing support, including updates, maintenance, and troubleshooting. This ensures that your AI systems continue to perform optimally and adapt to your changing business needs.
  6. Commitment to Security and Privacy: AI often involves handling sensitive data. Therefore, it's essential to work with an AI development company that prioritizes security and privacy, adhering to industry best practices and regulations to protect your valuable information.
  7. Budget and Timeline: Consider your budget and timeline for implementing AI solutions. Find a partner who can work within your constraints and deliver high-quality AI solutions on time and within budget.
    • OpenAI: OpenAI is known for advanced machine learning algorithms and natural language processing models, including the GPT language models.
    • Google: Google is known for its deep learning algorithms and applications in natural language processing, image recognition, and other areas of AI.
    • Microsoft: Microsoft has invested heavily in AI research and development, with applications in areas such as robotics, healthcare, and virtual assistants.
    • IBM: IBM has been working on AI development for several decades, and its Watson system is known for its applications in areas such as healthcare and finance.
    • Amazon: Amazon is known for its AI-powered personal assistant, Alexa, and also uses AI in areas such as logistics and customer service.
    • Tesla: Tesla is a leader in AI development for autonomous vehicles, with its Autopilot system using advanced machine learning algorithms.
  • Identify a specific area of AI development to focus on.
  • Learn necessary skills in computer science, maths, and programming languages like Python.
  • Build a team of experts in data science, machine learning, and software development.
  • Develop a business plan and secure funding.
  • Develop and test your AI model, iterating and improving based on feedback and results.

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