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

# Use Cases

> Examples of AI agents in action across different business functions

We publish detailed use cases on [abundly.ai/use-cases](https://www.abundly.ai/use-cases), showing the challenge, solution, and results for each. Here's a brief summary of a few of them.

## Support & knowledge base

* **[HR Support Agent](https://www.abundly.ai/use-cases/hr-support-agent)** — Answers employee questions about policies and processes, escalates sensitive issues to HR colleagues, and keeps the knowledge base current.
* **[Helpdesk Agent](https://www.abundly.ai/use-cases/helpdesk-agent)** — Handles incoming support questions with consistent answers, escalates complex issues with context, and learns from every interaction.

## Sales & commercial

* **[Lead Generation Agent](https://www.abundly.ai/use-cases/lead-generation-agent)** — Searches the web for companies matching your criteria, verifies relevance, and delivers contact details.
* **[Lead Analysis Agent](https://www.abundly.ai/use-cases/lead-analysis-ai-agent)** — Researches incoming leads, scores them against your ideal customer profile, and alerts your team to high-potential opportunities.
* **[Sales Proposal Agent](https://www.abundly.ai/use-cases/proposal-writer-agent)** — Transcribes meeting notes, drafts tailored proposals, and formats everything to your company template.
* **[Commercial Contracts Agent](https://www.abundly.ai/use-cases/commercial-contracts-agent)** — Organizes your contracts, answers questions about terms and pricing, and enables analysis across your entire contract portfolio.

## Finance & legal

* **[Procurement Agent](https://www.abundly.ai/use-cases/procurement-agent)** — Reviews procurement documentation against standards, validates compliance, and flags contradictions.
* **[Target Screening Agent](https://www.abundly.ai/use-cases/target-screening-agent)** — Researches potential investment targets, scores them against your criteria, and surfaces the most promising opportunities.

## IT & development

* **[Security Vulnerability Agent](https://www.abundly.ai/use-cases/security-vulnerability-agent)** — Monitors vulnerability disclosures, filters for relevance to your codebase, and alerts the right people.
* **[Product Updates Agent](https://www.abundly.ai/use-cases/product-updates-agent)** — Monitors your repository, translates commits into plain-language release notes, and posts them to Slack. This agent also generates [our changelog](/changelog).

## Learn more

<CardGroup cols={2}>
  <Card title="Browse all use cases" icon="arrow-up-right-from-square" href="https://www.abundly.ai/use-cases">
    Detailed case studies with challenges, solutions, and results
  </Card>

  <Card title="Find your use case" icon="magnifying-glass" href="/guides/find-use-case">
    Framework for identifying tasks suited for agents
  </Card>
</CardGroup>