Get your data science platform from concept to production in weeks

“John Snow Labs assembled a multi-continent team of big data experts that allowed within three months, faster than we thought possible, to build several significant components that are providing real value to our customers.” Chris Jones, Principal Engineer at Usermind

Read the case studyRead the case study
Lab

Challenges

Expertise

Few people understand the technology, how to architect and productize it

Architecture

Hard to find best practices & design patterns on building machine learning pipelines

Production Readiness

Many cutting edge technologies are not yet enterprise-grade and require great effort to get to production reliably

Integration

Technologies have different memory, data, scaling and security models, requiring great effort to effectively integrate them

Intellectual Property

While open source isn’t production ready, closed source puts cost structure & IP at risk

Operations 

Operating data science platforms in production requires special skills, tools and processes

“John Snow Labs brought expertise in a variety of technologies including ElasticSearch, Spark, JupyterHub, OpenScoring and Machine Learning, significantly accelerating Usermind’s development and expertise.”

Chris Jones, Usermind Principal Engineer

“John Snow Labs provided professional and friendly service to us as well as thorough analysis of complex data. Where relevant, I think they could contribute positively to future projects. I would recommend them for their availability, personal service and commitment and enthusiasm for the projects they assist.”

Anna Kydd, SHM Foundation Director

Benefits

Enterprise Grade Solution

Production ready out of the box with strong security, monitoring, failover, backups, single sign-on, auto-scaling and self-healing

Cutting Edge Technology

No compromise inclusion of the latest certified open source libraries in deep learning, NLP, reinforcement learning, distributed machine learning and others

Turnkey Deployment

We get you to production quickly & reliably. We do the first deployment, configure and verify all components, and train your team to take it on

Self-Sufficiency

Knowledge sharing sessions to train your team on the source code, architecture and operations

Intellectual Property

The platform is white label. You get the full source code, the right to modify and extend it at will, and whatever you add is yours

Petabyte Scale

Every component is designed and verified to scale out horizontally on commodity hardware

“John Snow Labs are professional, enthusiastic, and knowledgeable,
and it has been an absolute pleasure working with them. I recommend them highly.”

Anna Kydd, SHM Foundation Director

“Just gave demo of everything to our first customer. It was a home run. Thanks to all.”

Michel Feaster, Usermind CEO & Founder

The turnkey solution

1

Enterprise-grade architecture platform deployed to production

2

Mix & match to build a custom solution that extends your current architecture

3

Licensed software comes with a 4-week implementation project to get you deployed, integrated & trained

4

Your team is trained to be self-sufficient and capable of handling the platform on its own

5

Access to the source code and ability to extend the platform and build your own IP

Schedule a demoSchedule a demo
turnkey solution

Scalable & enterprise grade

from the ground up

We build platforms for mission-critical production use, for petabyte scale systems and in high compliance industries. Get proven answers for security, privacy, compliance, scalability, large projects and teams. Our hands-on experience is your competitive advantage.

Auto Scaling

Self Healing

Automated Failover

Active Monitoring

Multi Tenancy

Single Sign-On

Identity Manager

Cluster Manager

Role Based Access Control

On Premise or Cloud

Ethical Hacker Screenings

Fair & Square

Perpetual license

It’s yours forever – no need to buy it again every year

Full source code

Get the full source code, and whatever you add is yours

White
label

Brand it as your platform & monetize on your own

Our Platforms

Data Discovery

Flip to learn more

Data Discovery

 

Real time, streaming data ingestion. Batch data ingestion. Full-text search with facets and filters. Drag & drop visualization. Build live dashboards. Time series analysis & query language.

Data Science

Flip to learn more

Data Science

 

Data science notebooks. Hundreds of pre-loaded and certified libraries for Python & R. Isolated & secure per scientist environments. Feature engineering, model training, evaluation and optimization. Immediate access to data in the platform, respecting security policies.

Model Deployment

Flip to learn more

Model Deployment

 

Package and publish models as REST API’s. Inter-operable PMML model format – open to deploy models built in other tools. Horizontally scalable, with auto-scaling and self-healing. Tunable performance SLA’s. Authentication, authorization and audit logs. Core functionality: Publish model, Unpublish model, List deployed models, Single or batch model evaluation.

Data Security

Flip to learn more

Data Security

 

Additional controls required for high compliance industries. Meet  HIPAA, FISMA, FERPA, GDPR and related regulations. Active vulnerability scanning. Always current, best of breed threat intelligence feeds. Patch alerts and deployment. Deployment approval workflows & detailed audits. Consulting for gap analysis, policy creation & effective implementation.

Support your way

We have 3 options and it is up to you which one to choose

Accelerate me

Train your team and take it on yourself after implementation.

Knowledge sharing sessions all included

Support
me

Software maintenance and support from our R&D team. You continuously get new versions of modules and libraries, tested and packaged in Docker containers

Run it for me

Fully managed platform, in your data center or cloud of choice. 24×7, proactive 360 monitoring, top security & compliance, managed backups and uptime SLA’s

Schedule a demo

 

5 things you will see when you schedule a demo:

Data storage and exploration

Visualization and dashboards

Building predictive models

Deploying models to production

Scaling and monitoring