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⚙️ Workflow Directory

Explore AI Workflow Catalog

Discover practical playbooks with specific outcomes so you can quickly choose the right approach for each goal.

1,045 workflows4 domains18 per page

Domains

Showing 19-36 of 59

Creative & Media (266)Engineering & Code (167)Marketing & Sales (133)Business & Operations (479)

Engineering & Code domain

Accelerate your development cycle from initial prototype to production-ready deployment.

Focus Area

Data & Analytics

Back to catalog
Business3 steps

Detect anomalies

A focused that prepares time-series data, applies anomaly detection algorithms, and produces a comprehensive report of detected anomalies for business stakeholders.

  • Data Preparation: Analyze time-series data
  • Detect anomalies
May 10, 2026
View
Development4 steps

Monitor model performance

Practical plan to set up ongoing monitoring of ML model performance using SAS Viya for tracking, then predictive analytics to uncover drift or degradation, followed by deploying refined monitoring dashboards, and finally orchestrating automated reporting pipelines.

  • Monitor model performance
  • Perform predictive analytics
May 10, 2026
View
Development4 steps

Train machine learning models

A streamlined to prepare data, train models, evaluate performance, and deploy the final model for real-world use.

  • Prepare data and settings
  • Train the machine learning model
May 10, 2026
View
Data2 steps

Generate SQL queries from structured data

Extract database schema and then generate SQL queries based on the schema, ensuring the queries are tailored to the data structure.

  • Extract structured data to understand schema
  • Generate SQL queries
May 10, 2026
View
Business3 steps

Analyze customer sentiment

A practical to collect customer feedback via natural language queries, analyze sentiment using AI, and produce actionable business reports for customer experience improvement.

  • Collect customer feedback
  • Analyze customer sentiment
May 10, 2026
View
Development6 steps

Full-Stack Data Science Pipeline

Train, deploy, and monitor machine learning models at scale — from raw dataset to a live API endpoint with full observability.

  • Dataset Collection & Preparation
  • Model Training & Tuning
May 10, 2026
View
WordPress Plugin3 steps

Chatbot Deployment

Chatbot Deployment capability

  • AI Credit Usage Tracking
  • Chatbot Deployment
May 10, 2026
View
AI Music Generator4 steps

Developing full song structures (intro, verse, chorus, bridge)

Developing full song structures (intro, verse, chorus, bridge) capability

  • Generating songs in various musical genres
  • Developing full song structures (intro, verse, chorus, bridge)
May 10, 2026
View
Development6 steps

Natural language to SQL generation

Practical execution plan for natural language to sql generation with clear steps, mapped tools, and delivery-focused outcomes.

  • Natural Language to SQL
  • Convert natural language to SQL
May 10, 2026
View
Development6 steps

Convert natural language to SQL

Practical execution plan for convert natural language to sql with clear steps, mapped tools, and delivery-focused outcomes.

  • Process natural language
  • Understand natural language
May 10, 2026
View
Development7 steps

Data Curation

Practical execution plan for data curation with clear steps, mapped tools, and delivery-focused outcomes.

  • Generate synthetic data
  • Orchestrate data workflows
May 10, 2026
View
Development5 steps

Data Masking

Practical execution plan for data masking with clear steps, mapped tools, and delivery-focused outcomes.

  • Sensitive Data Masking
  • Generate synthetic data
May 10, 2026
View
Business7 steps

Automate financial reporting

Practical execution plan for automate financial reporting with clear steps, mapped tools, and delivery-focused outcomes.

  • Automate business workflows
  • Automate document workflows
May 10, 2026
View
Development4 steps

Automate data labeling

Practical execution plan for automate data labeling with clear steps, mapped tools, and delivery-focused outcomes.

  • Generate synthetic data
  • Automate data labeling
May 10, 2026
View
Development4 steps

Annotate training data

Practical execution plan for annotate training data with clear steps, mapped tools, and delivery-focused outcomes.

  • Generate synthetic data
  • Automate data labeling
May 10, 2026
View
Data5 steps

Cloud Platform Integration

Practical execution plan for cloud platform integration with clear steps, mapped tools, and delivery-focused outcomes.

  • Direct Integration with Cloud Data Warehouses
  • Integration with AWS, Snowflake, Databricks
May 10, 2026
View
Business7 steps

Regulatory Reporting

Practical execution plan for regulatory reporting with clear steps, mapped tools, and delivery-focused outcomes.

  • Generate business reports
  • Generate custom reports
May 10, 2026
View
Development7 steps

Data Cleaning

Practical execution plan for data cleaning with clear steps, mapped tools, and delivery-focused outcomes.

  • SQL Query Construction
  • Formula Generation
May 10, 2026
View

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