# Professional Services

A force multiplier for your AI journey.

Let our experts help you solve your toughest AI, data science, and machine learning challenges for faster development, fewer hiccups, and immediate impact.

[Read Datasheet](https://www.anaconda.com/wp-content/uploads/2025/05/anaconda-professional-services-product-brief.pdf)

[Tell Us About Your Project](https://www.anaconda.com/professional-services#cta1)

## Working with Professional Services

Our experts will work with your team to optimize performance and create a lasting AI foundation.

###### A Force Multiplier

Reach your destination faster and avoid technical debt by avoiding common obstacles.

###### Unmatched Expertise

Our experienced team of scientists, engineers, and software developers specialize in open-source Python for machine learning, data analysis, and more.

###### Built for Your Needs

Whatever your use case, we can help you succeed, whether that’s optimizing code, building AI-powered workflows, or anything in between.

## Services Available

Our professional services team will help your in-house experts achieve your business goals using Python.

###### Professional Services Support Hours

Get Professional Services support for expert help with debugging, packaging, and optimizing conda for your organization.

###### Kickstart

Targeted Bundles of Professional Services hours that help you migrate, adopt new tools, and build open-source solutions fast.

###### Customer Consulting

Need more than Kickstarts? Let’s discuss custom projects and deep integrations to meet your goals.

## Kickstart Services

Expert-led services to fast-track your AI and data science initiatives.

Quickly roll out a new data initiative or fast-track an existing one. We offer pre-packaged short engagements (typically 100 hours) at a fixed price. The goal is to get your team using the Anaconda Platform for immediate impact.

[Tell Us About Your Project](https://www.anaconda.com/professional-services#salesform)

###### Environment Management

Standardize and distribute Python/R packages across your infrastructure while ensuring compliance with organizational policies.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Environment-Management-Kickstart.pdf)

###### Generative AI

Implement custom, private GenAI solutions using your data, building on open-source libraries and local LLMs.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Generative-AI-Kickstart.pdf)

###### Visualization

Expert guidance to transform complex data into interactive visualizations using Python tools.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Visualization-Kickstart.pdf)

###### Web Applications

Transform analyses into Python-backed interactive web apps that colleagues can explore and apply to their own work.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Web-Applications-Kickstart.pdf)

###### JupyterHub

Deploy centrally managed and governed Jupyter notebooks on Kubernetes/OpenShift or single machines on your own hardware to keep your data secure.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Jupyter-Hub-Kickstart.pdf)

###### Geospatial Data

Visualize and analyze even the largest geographic datasets.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Geospatial-Data-Kickstart.pdf)

###### Data Annotation

Build custom annotation tools for time series, images, and plots to capture human insights for AI/ML using open-source tools.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Data-Annotation-Kickstart.pdf)

###### Open Source Software (OSS)

Get expert guidance on applying or optimizing popular open-source libraries like Pandas, NumPy, and Dask for your specific needs.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Open-Source-Software-Kickstart.pdf)

###### Python Performance Optimization

Optimize Python code using vector processing, Numba compilation, multi-processing, and low-level programming when needed.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Python-Performance-Optimization-Kickstart.pdf)

###### Python Migration

Convert SAS, Spark, Matlab, or R workflows to high-performance Python while learning best practices.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Python-Migration-Kickstart.pdf)

###### Air-Gapped Environments

Create secure, controlled software update processes for systems without internet access.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Air-gapped-Environments-Kickstart.pdf)

###### Snowflake® Databases

Set up Python ETL processes, UDFs, and deployments in Snowflake’s cloud platform using Snowpark.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Snowflake-Databases-Kickstart.pdf)

###### Workflow Integration

Connect the Anaconda Platform to internal systems using open-source libraries for scalable automation.

[Read More](https://www.anaconda.com/wp-content/uploads/2025/08/Workflow-Integration-Kickstart.pdf)

## Example Kickstart Projects

###### FUNDED BY

###### Government Agency

Browser-based exploration of huge datasets

[Ship Traffic](https://examples.holoviz.org/gallery/ship_traffic/ship_traffic.html)

###### FUNDED BY

###### Manufacturing Client

Analyzing discrete events over time

[IEX Trading](https://examples.holoviz.org/gallery/iex_trading/index.html)

###### FUNDED BY

###### Chan-Zuckerberg Initiative

Neuroscience data analysis and visualization

[Time-lapse microscopy](https://examples.holoviz.org/gallery/timelapse_microscopy/timelapse_microscopy.html)  
[Multichannel Timeseries](https://examples.holoviz.org/gallery/multichannel_timeseries/index.html)

###### FUNDED BY

###### Civil Engineering Organization

Civil Engineering Organization

[Panel](https://examples.holoviz.org/gallery/index.html)  
[Bay Trimesh](https://examples.holoviz.org/gallery/bay_trimesh/bay_trimesh.html)  
[ML Annotators](https://examples.holoviz.org/gallery/ml_annotators/ml_annotators.html)

###### FUNDED BY

###### NASA

Visualization and ML tools for geographic data

[Landsat](https://examples.holoviz.org/gallery/landsat/landsat.html)  
[Walker Lake](https://examples.holoviz.org/gallery/walker_lake/walker_lake.html)  
[Seattle LIDAR](https://examples.holoviz.org/gallery/seattle_lidar/seattle_lidar.html)  
[Landsat Clustering](https://examples.holoviz.org/gallery/landsat_clustering/landuse_classification.html)  
[Land-Use Classification](https://examples.holoviz.org/gallery/landuse_classification/landuse_classification.html)

###### FUNDED BY

###### DARPA/In-Q-Tel

Tools for rendering very large datasets

[OSM](https://examples.holoviz.org/gallery/osm/index.html)  
[Census](https://examples.holoviz.org/gallery/census/census.html)  
[NYC Taxi](https://examples.holoviz.org/gallery/nyc_taxi/index.html)  
[Datashader](https://examples.holoviz.org/gallery/datashader_dashboard/datashader_dashboard.html)  
[UK Researchers](https://examples.holoviz.org/gallery/uk_researchers/uk_researchers.html)

## Transform Your Organization's AI Capabilities Today

Join the 95% of Fortune 500 companies that trust Anaconda to bridge the gap between open source innovation and enterprise requirements. Schedule a demo to see how our platform can deliver ROI for your organization.