Data Engineer
Data Integration
Self-serve data ingestion & wrangling
Dataflows
Batch & streaming data ingestion
Connectors
Input & output to standard protocols
Self Service ETL
Template based dataflow creation
Curated Data
Ingest & update expert curated data
Governance
Search metadata, lineage & logs
Data Analyst
Data Exploration
Interactive data analysis without coding
Search
Full-text, faceted & geospatial search
SQL
Live SQL editor & dashboards
Visualization
Real-time, drag & drop dashboards
Time Series
Interactive time series analysis
Metadata
dataset & schema search
Data Scientist
Data Science
Hardened Interactive notebooks
Notebooks
Code & collaborate in Python
Machine Learning
Certified ML & data mining libraries
Deep Learning
Train & debug on CPU’s and GPU’s
Natural language
State-of-the-art Spark NLP
OCR & Imaging
Pretrained and Trainable models
App Developer
Model Deployment
Scalable & Secure model API’s
Model Server
Deploy models as REST API’s
CI & CD for Models
Test & deploy machine learning
Model Registry
Reusable & versioned model store
Experiment Tracking
Track, share & reproduce
Model Governance
Security, roles, logging, audit
DevOps Engineer
Operations
DevOps, SecOps
Cluster Manager
Scale, Secure, Allocate, Isolate
Monitoring
Agents, Dashboards, Alerts
Identity
Authorization, Authentication, Audit
Security
Single Sign-on, RBAC, LDAP/AD
Audit
Collect, Secure and Search Logs
Healthcare AI Platform Design Goals
Runs & Scales Anywhere
5 to 5,000 Scale from
Machines without Downtime
Turnkey Productivity
110+
Securely integrated services
Air-Gap Security & Compliance
100,000+
Resolved vulnerabilities
Understands Healthcare
2,200+
Datasets, terminologies and pretrained models
Data Analyst
Data Scientist
Data Annotator
Data & App Engineer
DevOps Engineer
SecOps Engineer
John Snow Labs wins our best AI product or service award thanks to exceptional success turning AI research into real & dependable systems for a global community.
