Customized Support

Tailored Open Source Support Solutions For Your Business

With our flexible plans, you can pay for only what you need and get the support you require to optimize your open source technologies.
Comprehensive suite of support services for over 680 open source technologies.

Comprehensive Support

get the support you require without paying for unnecessary services.

Tailored Support

Work directly with open source architects to get the 24/7/365 support you need.

Experienced open source architects

Upgrade or downgrade your support plan, so you will always have the needed support.

Flexible Subscription Plans

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Customized Open Source Support

With OpenTeams’ support subscription service, businesses can get comprehensive support for over 680+ open source technologies with just one subscription. Our team of open source experts is always available to help with tech assessments, custom development, tech support, training, and funding. With our flexible plans, businesses can pay for only what they need and get the support they require to optimize their open source technologies. From troubleshooting to optimization, our team has the expertise to help businesses achieve their goals and stay ahead of the curve in the rapidly evolving open source landscape.


Customized Support Services


We offer tailored support solutions to help businesses access development resources, including tech assessment, custom development, tech support, training, and funding, all under one subscription. With our flexible plans, you can pay for only what you need and get the support you require to optimize your open source technologies.

Technology Assessment

OpenTeams’ Technology Assessment provides businesses with a comprehensive review of their current technology infrastructure and recommendations for improvement. Our team of Open Source Architects can help you identify areas for optimization and provide a roadmap to achieving your technology goals.

Custom Development

OpenTeams can provide you with custom development support through their team of Open Source Architects and developers, who have extensive experience working with a wide range of open source technologies to provide tailored solutions for your business needs.

Tech Support

OpenTeams offers 24/7 tech support for a wide range of open source technologies to ensure that businesses’ systems relying on open-source are reliable, minimizing any disruption to their business operations. Our team of Open Source Architects and developers can provide customized solutions tailored to each client’s unique needs.


OpenTeams offers training services to help businesses and organizations gain the knowledge and skills they need to use open source technologies effectively. Our experienced trainers can provide customized training programs tailored to your organization’s unique needs.

Cooperative Funding

OpenTeams provides funding opportunities to help expedite open source development, enabling businesses to grow faster while contributing to the open source community. Our team of experienced Open Source Architects can assist in identifying funding sources and guiding businesses through the funding process.

Customized Support Benefits

Maximizing Your Open Source Investment

Customized support subscriptions offer flexible and tailored solutions to businesses seeking access to development resources, including tech assessment, custom development, tech support, training, and funding for over 680 open source technologies, all within one subscription. This approach allows businesses to pay for only what they need and receive the support required to optimize their open source technologies, resulting in improved performance, increased efficiency, and reduced costs.

Tailored Solutions

Customers can choose the support services they need and tailor them to their specific business needs.


With a customized subscription, customers only pay for the support services they need, which can be more cost-effective than paying for individual services separately.


Customers can adjust their subscription as their needs change, adding or removing support services as required.


Customers have access to OpenTeams' team of experienced Open Source Architects, who provide personalized guidance and support to help optimize their open source technologies.

Simplified Billing

Customers receive one invoice for all the support services they have subscribed to, making it easier to manage their support costs.

News & Insights

Browse Our Recent Case Studies

Technology Meta

OpenTeams Enterprise Solution Architect started with a small team of one full-time engineer and two part-time engineers working one day a week. The part-time engineers both had extensive prior experience in the probabilistic programming space. Over the last year, as a result of helping Meta achieve their goals, the ESA grew the team to allow the part-time engineers to move to half-time. The scope also increased beyond writing documentation and tutorials to include adding major software features.

Technologies Used

  • PyTorch
  • Bean Machine
  • ArviZ

Energy Global Energy Company

OpenTeams’ Enterprise Solution Architects installed a data science platform (Nebari) that provided shared, scalable compute, and storage across all teams. They created a pipelining solution to demonstrate best practices in MLOps for all of their teams to adopt, including automated data ingest and validation, model training, and dashboards to reduce errors, provide monitoring, and make model experimentation easy.

Technologies Used

  • Nebari
  • Prefect
  • ClearML
  • PyTorch
  • Pandas
  • Statsmodels
  • Scikit-Learn

Fintech A Top Five Financial Institution

OpenTeams Enterprise Solution Architect updated their risk model to run on Python and utilize fast numerical libraries like NumPy and Numba. The ESA also moved the model to a high-performance deployment on computation clusters using PySpark.

Technologies Used

  • NumPy
  • Numba
  • Spark

Government Armed Services

OpenTeams’ Enterprise Solution Architects introduced machine learning capability to the simulation by building a Python API and an MLOps pipeline that built reinforcement learning models. Reinforcement learning models exhibit autonomous behavior that allow simulation entities to adapt to complex situations, even if the human operator has not anticipated the situations. These models are exploratory and often find novel strategies that the human operator did not imagine.

Technologies Used

  • PyTorch
  • GeoPy
  • Jupyterlab
  • Python
  • Stable-Baselines3
  • PyMongo

Manufacturing Global Battery Company

OpenTeams Enterprise Solution Architect built a data pipeline to connect the machines and CRMs. They centralized the data and built dashboards and tools to help the engineers monitor and control the assembly line.

Technologies Used

  • Panel
  • HoloViews
  • Prefect
  • SQL Alchemy
  • Pandas

Technology Meta

OpenTeams Enterprise Solution Architect was hired by Meta to lead a small team of three part-time engineers who had experience on similar projects, such as NumPy and SciPy. Over the last three years, as a result of achieving Metas goals, the ESA grew the team to 15+ people dedicated to PyTorch development.

Technologies Used

  • PyTorch
  • Tourchvision
  • Functorch

Telecom Geospatial Company

OpenTeams Enterprise Solution Architect built an open source, cloud-based data science platform to allow them to scale their work, including a stable, reliable, automated workflow to preprocess new data each day, algorithms to feed various data sources into a single dataset, and algorithms to analyze the data according to their customers’ needs.

Technologies Used

  • Pandas
  • Dask
  • HoloViews
  • GeoViews
  • GeoPandas
  • SpatialPandas

Healthcare Medical Supply Company

OpenTeams Enterprise Solution Architect converted the model to a Python package with an automated workflow that included a test suite, data validation, and report generation. The ESA and his team built a web-based platform with authentication and data input framework. Additionally, the team built tools that allowed technicians to draw on images of the building architectural drawings as part of the data input which allowed them to easily go from room to room. These were also used for automatic report generation.

Technologies Used

  • Pandas
  • Panel
  • HoloViews
  • Flask
  • Jinja
  • Ansible
  • Docker
  • Bokeh

PyJanitor Book Open Source Development

Originally a port of the R package, pyjanitor has evolved from a set of convenient data cleaning routines into an experiment with the method chaining paradigm. Data preprocessing usually consists of a series of steps that involve transforming raw data into an understandable/usable format.

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Jupyter Book Open Source Development

Jupyter Book lets you build an online book using a collection of Jupyter Notebooks and Markdown files. Its output is similar to the excellent Bookdown tool, and adds extra functionality for people running a Jupyter stack.

Read More »

Apache Arrow Open Source Development

Apache Arrow is a cross-language development platform for in-memory data. It supports zero-copy streaming messaging and has support for a number of
languages, including C, C++, Python, R, Rust, and many others.

Read More »

Unlock the power of open source for your business today

OpenTeams provides businesses with access to a team of experienced open source professionals who can help them unlock the power of open source technologies, delivering customized solutions tailored to their specific needs and goals. Get in touch with us today to learn how we can help you leverage open source to achieve your business objectives.

OpenTeams is a network of open source architects (OSA) who are technology leaders in their industry and are available to help small and large companies build software solutions.

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