RDA Examples

With RDA’s open pipeline model and extensive bot library possibilities are limitless. This page provides some additional uses cases, more as a reference and catalyst to many more scenarios that can solved with RDA.

RDA Examples

Following are examples from AI/ML, DevOps, Cloud, IT, Cisco, Just for Fun and more



  • Process historical alerts and cluster the alerts to identify candidates for noise reduction
  • Detect Anomalies in Logs/Events and push Results to Grafana
  • From Prometheus, get historical CPU usage data for a node (Hourly) and send anomalies as attachment to Slack



  • Software error code contextualization using OpenAI
  • Dynamic application connectivity and interdependency insights
  • Incident to source code and build traceability
  • Application performance and traceability insights
  • Synchronize database tables from MySQL to Snowflake



  • Kubernetes cluster state baselining and change insights
  • Container security and app vulnerability analysis


Change Detection

  • Detect changes in current software release against baseline state with data from TeamCity, BitBucket and Jenkins
  • VMware vROps Alerts change detection
  • Host services and processes change detection



  • Jira tickets to Slack notifications and collaboration
  • E-bonding of Incidents from Jira to PagerDuty with enrichment data added from CMDB/ServiceNow



  • On UCS Manager critical fault, fetch details of affected managed object (MO) and send to Slack
  • On detecting new condition in network/storage, fetch more details and Invoke a UCS Director workflow

Asset Management/CMDB

  • Perform asset discovery and realtime update CMDB
  • Perform nightly CMDB discovery and send a report to Slack of all VMs that don't have a FQDN or Guest OS details


  • Compile a list of powered down AWS VMs and send a slack message
  • Synchronizing Splunk data to Elasticsearch
  • Synchronize Postgres database to another Postgres instance
  • Read Rubrik Cloud Data Manager (CDM) events and identify various event groups


  • ServiceNow Incident enrichment with NLP classification from OpenAI
  • Compile list of past 24-hrs ServiceNow incidents that have no CI or dummy CI information and send report via Email
  • Enrich a given change request with additional information details related to CI (alerts/incidents/changes ...)
  • Get last 90-days incidents from ServiceNow and cluster the incidents based on short description
  • Get last 30-days incidents from ServiceNow, and plot histogram to show daily highest ticket count
  • Get Configuration Items data from ServiceNow CMDB and save it as a dataset locally


  • Compile a list of 24-hrs cloud costs from multiple regions and send a report via Email
  • Detect changes in EC2 VMs compared to baseline state.
  • Compute EC2 instance age, compile list of VMs older than 365-days and send Email


  • Synchronize Salesforce sales pipeline data to Snowflake

Synthetic Data

  • Generate synthetic data for popular sources/formats (Ex: Splunk, Elasticsearch, Web logs etc.)

Just for Fun

  • Send the stock price of your/your favorite company along with 5-news articles to your Telegram bot
  • Send unix style message of the day (i.e a random quote from your list of favorite quotes) to Telegram bot

Generic Data Operations

  • Upload file and convert to Dataset or Dataframe
  • Reading data from URL/URI
  • Removing data or unwanted columns
  • Data enrichment with dictionary lookups
  • Data enrichment with external systems
  • Encrypting sensitive data
  • Redacting or masking data
  • Shaping data - filtering/cleaning/transforming
  • Aggregating data: count, unique count, statistics etc.
  • Working with streaming data using Kafka
  • Receiving streaming data using notifications

RDA On-Demand Library
RDA Launch Webinar

Very exciting day!! Great topics and content on AIOps and Robotic Data Automation (RDA)!

Request for Free Access

Install on your laptop, VM or Cloud within minutes or start using right away with our hosted service