Build vs. Buy

Making the Right Choice for Your ML Strategy

Unlock the full potential of your ML monitoring with Arthur AI. Deciding between building or buying? Use our calculator to make the right call.

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Development build timeframe

Please select one:

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Resource allocation

Please fill out any fields that are relevant to your potential in-house build project staffing.

full-time employees
Annual Salary
Annual cost

Project Manager


Data Engineer

Data Scientist

Backend Developer

Frontend Developer

UX/UI Product Designer

QA Engineer

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Cloud computing & infrastructure

Enterprises have many choices when it comes to selecting cloud computing vendors to help support MLOps scalability including Amazon AWS, Google GCP or Microsoft Azure.

Below enter the estimated annual cost you expect to incur based on the number of servers, GPU and backoffice infrastructure required.


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Number of models

Select the number of models your prospect has.

Total number of models
Price Per model per year
Total Price per year*
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Enterprise license contract

Specify the enterprise license contract length.

Compare build vs. buy monitoring and performance platform costs







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your savings

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Why Choose Arthur AI?

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Seamless Integration - Easily integrates with your existing AI systems, ensuring a smooth transition and immediate impact.

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Scalability - Designed to grow with your business, Arthur AI effortlessly scales to meet your evolving needs.

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Expert Support - Gain access to our team of AI experts, providing you with the guidance and support to maximize your AI's performance.

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Advanced Analytics & Insights - Arthur AI delivers unparalleled analytics and insights, enabling businesses to derive actionable intelligence.

“t takes companies an average of 1-2 years or more to build, test, and launch a basic in-house ML monitoring solution.”

Driving impact at scale from automation and AI
Digital / McKinsey report - 2023
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Cost & Resource Efficiency

Building an in-house solution requires significant investment in time, talent, and technology. Arthur AI offers a turnkey solution that reduces overhead and accelerates your AI deployment, making it the smarter financial choice.

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Focus on Core Business

Leveraging Arthur AI allows your team to concentrate on core competencies and innovation, rather than the intricacies of maintaining and updating AI monitoring tools.

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Speed to Market

Arthur AI provides immediate access to advanced AI monitoring capabilities, ensuring your AI systems are optimized and reliable, significantly reducing the time to market compared to developing a bespoke solution.

Make the Smart Decision

The decision to build or buy is crucial for ensuring the long-term success and efficiency of your AI operations.

Arthur AI represents not just a product but a partnership, offering a cost-effective, scalable, and expert-supported route to enhancing your AI capabilities.

Avoid the pitfalls of in-house development and choose Arthur AI for a future-proofed, robust AI operational framework.

Start with Arthur today