Custom AI Development Services

Custom AI development services

Our custom AI development services support you in building custom AI solutions tailored to your unique business challenges and on your proprietary data. Our experts go beyond off-the-shelf models to build, train, and deploy high-performance AI systems that solve your most complex problems and create a competitive advantage that can't be replicated.

Draw on us to build your custom AI solution ->
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Build an AI advantage your competitors can't replicate

Many businesses lack the skilled talent and internal expertise needed to integrate and manage AI models at scale. By building custom AI models on your proprietary data, we help you create a unique asset that enables you to innovate faster, personalize customer experiences, and uncover valuable insights that give you a distinct market edge.

42%

Faster time-to-value

Companies that work with external integration partners see an accelerated time-to-value.

>50%

Don’t have internal AI talent

Businesses often struggle with a lack of skilled talent and in-house expertise, making it difficult to properly integrate and manage AI models at scale.

500+

Global customers

As a global AI service provider, we serve customers across the world—many who have been with us for decades.

What's included in Pythian's custom AI development solutions?

Build and deploy custom AI solutions faster

Building an AI system requires an expert team to manage the entire project, from preparing data to running models in production, also known as MLOps. Pythian provides that team and a clear process to take your project from concept to a working system. This helps you get results sooner and see a clear return on your investment.

AI agent development services

Go beyond simple chatbots. We build custom AI agents that automate complex work like processing invoices or managing inventory. They integrate with your existing systems and data to help you cut costs and improve accuracy.

Custom AI model development

We solve your toughest business challenges by building custom AI systems trained on your own data. Unlike off-the-shelf models, our systems can answer specific questions and automate unique tasks for your business.

Computer vision consulting services

Automate visual tasks like quality inspection and asset tracking. We help you replace manual processes with automated systems that use visual data. Use our help for quality inspection, asset tracking, and security monitoring to improve your operational efficiency and accuracy.

AI chatbot development services

Build custom AI chatbots that transform customer and employee interactions. We specialize in creating intelligent conversational agents that go beyond simple rule-based systems, using advanced AI to understand context, personalize responses, and seamlessly integrate with your enterprise applications to automate complex workflows.

Document processing automation

Use advanced AI to automatically extract, classify, and organize information from both structured and unstructured documents. We help you move beyond manual data entry and traditional OCR to build intelligent systems that transform documents into actionable data, saving time, reducing costs, and improving accuracy across your business.

Day & Ross accelerates freight throughput and scalability with Google Gemini generative AI

Facing challenges with time-consuming and complex manual data entry from inconsistent shipping documents, Day & Ross needed a way to automate their processes. Pythian developed a custom AI solution using Google's Gemini 1.5 Pro to automate data extraction from scanned Bills of Lading, a move that dramatically reduced processing times, improved data accuracy, and increased freight throughput.

Read the customer story ->
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Realize innovative outcomes with AI

Drive real business outcomes with custom AI

Our custom AI development solutions are designed to deliver a measurable return on investment. By building bespoke AI models on your proprietary data, we help you create a unique asset that competitors can't replicate, enabling you to innovate faster, reduce operational expenses, and gain a distinct market edge.

Cost savings

By automating repetitive, monotonous tasks and processes, time and resources are saved and can be reallocated toward more innovative efforts that produce greater ROI.

Competitive advantage

By building custom AI models on your proprietary data, we create a unique asset that competitors can't replicate. This enables you to innovate faster, personalize customer experiences at scale, and uncover valuable insights from your data, giving you a distinct market edge.

Improved accuracy and quality

Tailored AI development enhances accuracy and quality. By customizing models to specific business data and objectives, the result is performance that is more precise, relevant, and efficient than generic solutions.

Enhanced customer experience and revenue growth

A custom chatbot or AI agent provides 24/7 instant support and personalized service. This improves customer satisfaction and engagement, which creates new opportunities for lead generation and sales.

Mitigated risk and enhanced security

We build our AI systems with strong security and governance rules to protect your sensitive data. This ensures your AI operates in a safe, compliant, and auditable way.

Scalability

Pythian's custom AI development promotes scalability by offering modular architectures that handle growing data and user demands. This ensures seamless integration, automates processes for efficiency, and enables adaptation to new challenges through continuous learning.

“With support from Pythian's seasoned AI experts, Day & Ross was able to leverage innovative AI technologies to automate a previously manually intensive document process. We expect the Pythian AI experts will continue to serve a critical role as we continue to innovate at Day & Ross.”
Jeff Schnarr
Chief Information Officer, Day & Ross
How Pythian’s custom AI development service works

From concept to a fully scalable AI solution

Pythian’s AI development and deployment services encompass the entire lifecycle of creating and integrating AI solutions into your business operations. Our end-to-end process takes your project from an idea to a fully functional and scalable system that delivers lasting value.

Data strategy and governance

Together, we will identify opportunities where AI can add the most value, and define the project's scope, goals, and key performance indicators to ensure a measurable return on investment.

Data preparation

Pythian will clean and organize the necessary data to train the AI model. A clear data strategy and governance are critical, as the quality of the data directly impacts the model's performance and accuracy.

Model building and training

Our data scientists will design, build, and train custom machine learning or deep learning models using the prepared data. We select the right algorithms and tune them for optimal performance to solve your specific business challenges.

Evaluation and testing

We rigorously test the model to ensure its accuracy, reliability, and ethical considerations are met. This validation step is crucial to confirm the model will perform as expected in a real-world environment.

AI deployment in production environment

Pythian deploys the validated AI model into your production environment. We seamlessly integrate the AI solution with your existing systems, workflows, and applications, and manage the necessary infrastructure to ensure the system is scalable, secure, and performs efficiently.

Infrastructure management

Our teams will set up and manage the necessary infrastructure, whether on-premises or in the cloud, to ensure the AI system is scalable, secure, and performs efficiently.

MLOps

Pythian provides ongoing support, performance monitoring, and updates to the AI model through our MLOps practice. This ensures your model remains accurate and relevant as your data and business needs evolve.

Build a competitive advantage your competitors can't replicate

Ready to solve your most complex business challenges?

Related resources

See how our customers are winning with custom AI

Learn how a strategic approach to custom AI development can transform your business. These real-world success stories show how our experts build bespoke AI solutions—from intelligent agents to automated document processing—that solve unique business challenges and drive a distinct competitive advantage.

GigaOm partners with Pythian to build AI analyst with Google Gemini
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GigaOm partners with Pythian to build AI analyst with Google Gemini

GigaOm needed to help customers make decisions faster—using AI to summarize their dense and impartial analyst reports.

Read the story ->
Day & Ross accelerates throughput with Google Gemini AI
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Day & Ross accelerates throughput with Google Gemini AI

Pythian assists trucking giant to ensure real-time data visibility and data accuracy for a better customer experience.

Read the story ->
Fresno Unified drives data strategy forward with AI workshop
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Fresno Unified drives data strategy forward with AI workshop

Fresno Unified School District was intent on leveraging AI to support its financial processes—our AI workshops offered the support needed.

Read the story ->

Frequently asked questions (FAQ) about custom AI development services

What is custom AI model development?

Custom AI model development is the process of creating bespoke AI solutions that are tailored to your unique business challenges and proprietary data. Unlike using generic, off-the-shelf models, Pythian's experts build, train, and deploy high-performance AI systems designed specifically to solve your most complex problems and drive a distinct competitive advantage.

Why do I need custom AI software development instead of an off-the-shelf tool?

You need custom AI software development when an off-the-shelf tool cannot address your specific business needs. By building a custom AI model on your own data, you create a unique asset that competitors can't replicate. This allows you to innovate faster, personalize customer experiences at scale, and uncover valuable insights that give you a distinct market edge.

What is the process for custom AI model development?

Pythian's process for custom AI model development covers the entire lifecycle, from concept to a fully functional and scalable system. It starts with a data strategy and governance phase, followed by data preparation, model building and training, and rigorous evaluation. We then handle the AI deployment and integration into your production environment, followed by ongoing MLOps support to ensure the model remains accurate and relevant.

What kind of problems can custom AI software development solve?

Custom AI software development can solve complex operational challenges that rely on inconsistent or unstructured data. For our client Day & Ross, we built a custom solution using Google's Gemini AI to automate data extraction from thousands of inconsistently formatted shipping documents. This transformed a time-consuming manual process, improving data accuracy and accelerating freight throughput.

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