> For the complete documentation index, see [llms.txt](https://linecraft.gitbook.io/rishi-knowledgebase/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://linecraft.gitbook.io/rishi-knowledgebase/overview/welcome-to-rishi-ai.md).

# Welcome to Rishi AI

The Industrial Agentic AI Platform by Wipro Linecraft AI

## The AI partner for manufacturing intelligence

Rishi AI helps manufacturing teams get answers from their operational data using natural language. Ask questions about key metrics and get instant, accurate answers without having to search through dashboards or reports.

Use Rishi AI to understand **what happened, why it happened, and where to focus next.**

## What you can do with Rishi AI

{% stepper %}
{% step %}

### Ask questions in natural language

Ask Rishi AI questions about your manufacturing data in plain language, just as you would ask a colleague, without having to know where the data lives or how to build complex queries - simply ask what you want to know.

For example:

* What was the performance for Line 3 last week?
* Why did production drop yesterday?
* Which machines contributed most to downtime?
* What caused the increase in rejection rate?

Rishi understands your question and uses your manufacturing data to provide an answer.
{% endstep %}

{% step %}

### Get insights across 40+ manufacturing KPIs

Interact directly with Rishi AI to get information about 40+ manufacturing KPIs. Explore metrics across production, quality, downtime, and other areas of your operations.

> *You can ask Rishi AI to about a KPI's value, analyse trends, view comparisons or drill down into numbers that matter to you*
> {% endstep %}

{% step %}

### Generate graphs and charts for your data

Turn your manufacturing data into easy-to-understand visualizations. Ask Rishi AI to generate graphs and charts that help you see trends, comparisons and identify changes over time.
{% endstep %}

{% step %}

### Generate custom, shareable reports

Create reports tailored to what your team needs to understand. Choose the KPIs, production line, machines, shifts, part types, visualizations and generate a report that cna be shared with your team.

Use these reports for daily reviews, weekly meetings or deeper operational analysis.
{% endstep %}

{% step %}

### Find root causes

Go beyond identifying that something changed. Rishi AI helps you investigate *why* a change happened by analyzing the factors contributing to it

For example:

> Perform an RCA on why production dropped by 15% yesterday

You can drill down further:

> Which machines contributed the most to the drop?

> Which shift was affected the most?

> How does this compare with the previous week?

This helps you move from *what happened* to *why is happened* and, ultimately, *where to focus next*.
{% endstep %}
{% endstepper %}

## Explore Rishi AI

Whether you're looking for a quick answer, investigating a production issue, analyzing KPIs, or preparing a report, Rishi AI helps you get from manufacutring data to actionable insights.

If you're new to Rishi AI, we recommend to start with [Getting Started with Rishi AI](/rishi-knowledgebase/overview/getting-started-with-rishi-ai.md)

If you're already using Rishi AI, use the navigation to explore the capabilities and workflows you need.