Gramex is a low-code platform designed to build data and AI products, aimed at accelerating development while maintaining flexibility. It offers a range of connectors and components for data processing, analytics, and visualization, allowing for rapid deployment of applications. The platform focuses on reducing development time and cost compared to traditional custom development, making it accessible for businesses looking to solve customized data challenges.

1. Low-Code Platform
To Build Data and AI
Products
Anand S
Gramener

2. We’re often approached by client to solve highly customized problems
2
Images: Comicgen
WE WANT TO MONITOR OUR
FACTORY ON OUR FLOOR LAYOUT.
IF TEMPERATURE OR FAN SPEED DROPS,
TABLETS WILL BE RUINED. WE NEED
ADVANCE WARNING

3. It’s hard to explain the difference between the easy and the virtually impossible
3
Images: Comicgen, XKCD: Tasks
YOU BUILD CHARTS. THIS IS EASY,
RIGHT?
UH…

4. We need flexible tools. But not at the cost of speed.
4
Speed
Flexibility
BI tools
Offer rapid development
at scale – but have
limited flexibility
Tableau
Power BI
QlikSense
Plotly
D3
matplotlib
ggplot
bokeh
Vega
Highcharts
Polestar
R
Python
Node.js
Gramex
Quarterly Sales vs Target Product-wise growth
Country-wise revenue vs target Country-wise product growth (%)
- 20,00,000 40,00,000
Enterprise A
Enterprise B
Enterprise C
Consumer A
Consumer B
Consumer C
- 20,00,000 40,00,000 60,00,000 80,00,000
NA
MEA
EU
AU
AP Region Cons.. Cons.. Cons.. Enter.. Enter.. Enter..
AP 12 11 15 12 9 14
AU 15 10 22 17 13 18
EU 18 20 12 14 15 22
MEA 22 30 9 16 18 20
NA 7 4 3 9 10 12
Gramex
builds flexible data apps
cheaper and faster than
custom development
Custom development
offers the perfect result,
but is much slower and
more expensive
Excel

5. lets you
build custom data solutions in a week
using low-code microservices from data to deploy
5

6. GRAMEX
Connectors Processors Analytics
File
Excel, CSV, JSON
Database
Oracle, MS SQL
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
AI/ML API
Keras, PyTorch
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
UI
components
Chart
components
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Comic
generator
Speech
renderer
6
These patterns are the building blocks
of every data solution
A growing collection of microservices
delivered via a low-code approach to accelerate data solutions
This can reduce development time without sacrificing quality
Gramex, a low-code platform, exposes microservices from data to deploy

7. Our app finally delivered 4 views in 3 days, using 8 Gramex components
In this session, we’ll explain how
7

8. GRAMEX
Connectors Processors Analytics
File
Excel, CSV, JSON
Database
Oracle, MS SQL
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
AI/ML API
Keras, PyTorch
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
UI
components
Chart
components
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Comic
generator
Speech
renderer
8
These patterns are the building blocks
of every data solution
A growing collection of microservices
delivered via a low-code approach to accelerate data solutions
This can reduce development time without sacrificing quality
Gramex, a low-code platform, exposes microservices from data to deploy

9. Connectors Processors Analytics
File
Excel, CSV, JSON
Database
Oracle, MS SQL
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
AI/ML API
Keras, PyTorch
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
Chart
components
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Comic
generator
Speech
renderer
9
UI Components as a service lets us scaffold themes quickly
UI
components
SOURCE DOCS
LINES OF CODE SAVED
732 on theming
549 on scaffolding
EFFORT SAVED
4 person-days

10. Connectors Processors Analytics
File
Excel, CSV, JSON
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
AI/ML API
Keras, PyTorch
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
Chart
components
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Comic
generator
Speech
renderer
10
Expose data as a REST API to query interactively
Database
Oracle, MS SQL
DEMO DOCS
LINES OF CODE SAVED
264 on connectors
EFFORT SAVED
2 person-days
UI
components

11. Connectors Processors Analytics
File
Excel, CSV, JSON
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
Chart
components
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Comic
generator
Speech
renderer
11
Expose machine learning models as a microservice
AI/ML API
Keras, PyTorch
DEMO DOCS
LINES OF CODE SAVED
175 on model API
72 on model training
EFFORT SAVED
4 person-days
UI
components
Database
Oracle, MS SQL

12. Connectors Processors Analytics
File
Excel, CSV, JSON
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Comic
generator
Speech
renderer
12
Visuals via Gramex Charts or custom templates
Chart
components
DEMO DOCS
LINES OF CODE SAVED
206 on templates
EFFORT SAVED
3 person-days
UI
components
Database
Oracle, MS SQL
AI/ML API
Keras, PyTorch

13. Connectors Processors Analytics
File
Excel, CSV, JSON
NoSQL
Hadoop, Spark
Form
User data entry
Data API
REST, SOAP,
RPC
Data model
RPA, ITSM, ERP
Social
Twitter, Facebook
Scraper
Semi-structured
Rule
engine
Workflow
engine
Command
runner
Scheduler
service
Watch
service
Upload
manager
R API
All R libraries
Cloud API
Google, MS, Amzn
NLG
Text generation
ML Model
Cluster, Classify
Statistics
Pandas, NumPy
NLP
SpaCY, NLTK
Visualization
Interaction
library
PPTX
Native renderer
Boilerplate
templates
Mobile
Native wrapper
Export
XLSX, PDF, PNG
Consumption
Narrative
engine
Collaborate
engine
Annotate
engine
Chat
library
Alert
engine
Automation
Auth
engines
Access
Role-based
Logging
& log analysis
Licensing
management
Cache
Rule-based
Install
Windows/Linux
Config
Management
App store
Deployment
Autolysis
Groupmeans
Development
Build
process
Test
Automate tests
IDE
For development
Doc
Guide &
Reference
Bug
Patched monthly
Explorer
components
Gamify
engine
Notifier
Email, SMS, API
Admin
management
Platform
enhancements
AR & VR
engines
Speech
renderer
13
Even comics are exposed as a micro-service!
Comic
generator
DEMO DOCS
UI
components
Database
Oracle, MS SQL
AI/ML API
Keras, PyTorch
Chart
components

14. Next steps – what YOU can do
14
Interested in trying Gramex?
gramener.com/gramex/
Want a free hands-on training?
bit.ly/gramexwebinar
Have a question?
Type in chat window