Download to read offline
Uploaded byGramener
Low Code Platform To Build Data & AI Products
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.
More Related Content
Similar to Low Code Platform To Build Data & AI Products
Low Code Platform To Build Data & AI Products
- 1. Low-Code Platform To BuildData and AI Products Anand S Gramener
- 2. We’re often approachedby 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 toexplain 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 flexibletools. 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 customdata 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 finallydelivered 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