> ## Documentation Index
> Fetch the complete documentation index at: https://docs.chemcloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Exercises: Management & Finance

> Hands-on walkthrough of ChemCloud for Management and Finance — analytics, reporting, AI-powered insights, and strategic decision support.

# ChemCloud Exercises: Management & Finance

**Purpose:** Hands-on walkthrough of ChemCloud for Management and Finance teams, covering analytics, reporting, AI-powered insights, and strategic oversight of procurement operations.

***

## What We Want to Get Out of This

1. **Show how an end-to-end workflow works** — from reviewing portfolio health through to strategic insights and compliance
2. **Demonstrate the capability of AI** — see how ChemCloud's AI agents surface summaries, risks, and opportunities from your data
3. **Feel how an AI agent can be like an additional member of the team** — delegate tasks, ask questions, and let it handle the reporting

***

## Before You Start

* Log in to the ChemCloud demo environment
* Keyboard shortcut to remember: **Cmd+K** (Mac) or **Ctrl+K** (Windows) opens the AI search/chat anywhere in the app

***

## Exercise 1: Review Product and Approval Status (\~10 mins)

**Objective:** Get an overview of your product portfolio — how many products, what's approved, where are the gaps.

<Accordion title="Step-by-step Guide">
  <Steps>
    <Step title="Browse Products">
      Go to **Products** in the top navigation. Browse the product list and get a sense of the overall picture.
    </Step>

    <Step title="Check Approval Status">
      Look at the approval status across products. How many are fully approved? How many have gaps?
    </Step>

    <Step title="Check Supplier Coverage">
      Look at which products have multiple approved suppliers vs. single-source.
    </Step>

    <Step title="Try the AI">
      Open the AI Chat (**Cmd+K**) from the search bar in top navigation and try:

      * "How many products do we have? How many are fully approved?"
      * "Which products have single-source suppliers?"
      * "Where are the biggest gaps in our approval status?"
    </Step>
  </Steps>
</Accordion>

**Expected Outcome:** Clear picture of product portfolio health and approval gaps.

***

## Exercise 2: Explore Purchasing and Pricing Data (\~15 mins)

**Objective:** Review sourcing and quoting data to understand pricing trends and supplier relationships.

<Accordion title="Step-by-step Guide">
  <Steps>
    <Step title="Browse Recent Requests">
      Look at recent sourcing requests and the quotes that have come back.
    </Step>

    <Step title="Review Pricing">
      Look at pricing across suppliers for key materials. Are there obvious patterns or outliers?
    </Step>

    <Step title="Try the AI">
      Ask strategic purchasing questions:

      * "What have we spent on \[material] in the last 6 months?"
      * "Which suppliers are we most dependent on?"
      * "Where are we paying more than we should be?"
      * "Are there materials where we haven't requested a competitive quote recently?"

      Try to push it — ask about spend categories, budget comparisons, or cost savings that may not be explicitly captured.
    </Step>
  </Steps>
</Accordion>

**Expected Outcome:** Insight into purchasing patterns, pricing trends, and supplier dependency.

***

## Exercise 3: Review Supply Chain and Delivery Performance (\~10 mins)

**Objective:** Get a sense of what's on time, what's late, and whether there are recurring issues.

<Accordion title="Step-by-step Guide">
  <Steps>
    <Step title="Browse Deliveries">
      Look at recent orders and deliveries. Check what's in progress and what's been completed.
    </Step>

    <Step title="Try the AI">
      Ask operational questions a manager would ask in a weekly review:

      * "Are there any overdue deliveries right now?"
      * "Which suppliers have the worst on-time delivery rate?"
      * "Have we had any COA failures in the last month?"
      * "What's our average lead time across suppliers for \[material]?"
    </Step>
  </Steps>
</Accordion>

**Expected Outcome:** Overview of delivery performance and supplier reliability.

***

## Exercise 4: Ask the AI for a Management Summary (\~10 mins)

**Objective:** This is the big one. Ask the AI to give you a management-level summary of procurement operations.

<Accordion title="Step-by-step Guide">
  <Steps>
    <Step title="Ask for a Summary">
      Ask the AI: "Give me a summary of the current state of our procurement operations."
    </Step>

    <Step title="Drill Into Risks">
      Ask it to highlight risks — supplier concentration, approval gaps, quality issues.
    </Step>

    <Step title="Ask for Opportunities">
      Ask it to identify cost-saving opportunities or areas for improvement.
    </Step>

    <Step title="Test the Limits">
      Ask it about something it definitely shouldn't know (e.g., market forecasts, competitor pricing). See if it admits when it doesn't have enough data vs. when it guesses.
    </Step>
  </Steps>
</Accordion>

**Expected Outcome:** AI-generated management summary with risks and opportunities identified.

***

## Exercise 5: Compliance and Documentation Review (\~10 mins)

**Objective:** Review the state of documentation across your products — are specifications up to date? Are there expired documents? Are there gaps?

<Accordion title="Step-by-step Guide">
  <Steps>
    <Step title="Browse Documents">
      Look at the document status across products and approved materials.
    </Step>

    <Step title="Try the AI">
      Ask compliance-focused questions:

      * "Which documents are expiring in the next 90 days?"
      * "Are there any approved materials missing required documents?"
      * "Give me a compliance summary for \[product]"
      * "Which products don't meet their target approval count?"
    </Step>
  </Steps>
</Accordion>

**Expected Outcome:** Clear picture of documentation compliance and upcoming expiries.

***

## Exercise 6: Open-Ended AI Exploration (\~10 mins)

**Objective:** Just play around. Ask the AI whatever questions come to mind from a management perspective.

<Accordion title="Ideas to Try">
  <Steps>
    <Step title="Dashboard Questions">
      What would you want on a procurement dashboard? Ask the AI to generate it.
    </Step>

    <Step title="Total Cost of Ownership">
      Ask about the total cost of ownership for a product — not just unit price.
    </Step>

    <Step title="Supplier Risk">
      Ask about supplier risk assessment or diversification.
    </Step>

    <Step title="Try to Break It">
      Ask something the system definitely shouldn't know. See if it admits uncertainty or confidently gives a wrong answer. Screenshot it if so!
    </Step>
  </Steps>
</Accordion>

### Things to Note

* What questions did you want to ask that it couldn't answer?
* Were any responses wrong or misleading?
* Did you manage to get it to confidently give a wrong answer? (Screenshot it if so!)