---
title: AI Use Cases by Business Function | Rotational Labs
description: 24 AI starting points across sales, marketing, service, finance, legal, HR, IT and operations. Pick one for a free Proof of Value on your own work.
---

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    - [Endeavor overview](https://rotational.ai/endeavor?hsLang=en)
    - [Build workflows](https://rotational.ai/platform/workflow-building-agent?hsLang=en)
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    - [Growing businesses](https://rotational.ai/solutions/growing-businesses?hsLang=en)
    - [Mid-sized enterprises](https://rotational.ai/solutions/mid-sized-enterprises?hsLang=en)
    - [Use cases](https://rotational.ai/solutions/use-cases)
    - [Case studies](https://rotational.ai/case-studies?hsLang=en)
- [Pricing](https://rotational.ai/pricing?hsLang=en)
- [About](https://rotational.io/about/)
  
    - [Partners](https://rotational.ai/partners?hsLang=en)
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[Book a Proof of Value](https://rotational.ai/proof-of-value?hsLang=en#book)

[Growing businesses](https://rotational.ai/solutions/growing-businesses?hsLang=en)[Mid-sized enterprises](https://rotational.ai/solutions/mid-sized-enterprises?hsLang=en)[Use cases](https://rotational.ai/solutions/use-cases?hsLang=en)

Use cases

# Find your first capability.

24 starting points across eight business functions. Any one of them can be the focus of a free Proof of Value on your own work.

[Book a free Proof of Value](https://rotational.ai/proof-of-value#book)[See pricing](https://rotational.ai/pricing?hsLang=en)

[Sales](https://rotational.ai/solutions/use-cases#sales)[Marketing](https://rotational.ai/solutions/use-cases#marketing)[Customer service](https://rotational.ai/solutions/use-cases#service)[Finance](https://rotational.ai/solutions/use-cases#finance)[Legal & compliance](https://rotational.ai/solutions/use-cases#legal)[HR](https://rotational.ai/solutions/use-cases#hr)[IT & security](https://rotational.ai/solutions/use-cases#it)[Operations & supply chain](https://rotational.ai/solutions/use-cases#ops)[By industry](https://rotational.ai/solutions/use-cases#industries)

 Proven measured in customer work Typical starting point common first capability Growing businessesMid-sized enterprises usual fit

## Sales

### Lead scoring & follow-up

Every lead gets a timely, tailored next step.

Works withCRM, email, call notes

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Proposal & RFP drafting

Your best team's standards applied to every response.

Works withPast proposals, pricing, product docs

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Account renewal signals

Spot accounts that need attention before renewal.

Works withCRM, usage data, support tickets

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## Marketing

### Content first drafts

On-brand drafts across formats, reviewed by your team.

Works withBrand guide, past content

Typical starting pointGrowing businesses

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Customer insight mining

Themes from calls, tickets and reviews, summarized monthly.

Works withCall notes, tickets, reviews

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Campaign performance summaries

Clear readouts on what's working, every week.

Works withAd, email and web analytics

Typical starting pointGrowing businesses

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## Customer service

### Case triage & routing

Every case reaches the right person with context.

Works withHelp desk, CRM

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Answer drafting from your knowledge base

Consistent, accurate answers to common questions.

Works withKnowledge base, past tickets

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Recurring-issue detection

Patterns surfaced before they become backlogs.

Works withHelp desk history

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## Finance

### Invoice & PO matching

Every invoice checked against the order before payment.

Works withInvoices, purchase orders, ERP

[Proven: ≥95% accuracy on documents →](https://rotational.ai/case-studies#fin-docs)Growing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Reconciliation & close support

Discrepancies flagged, with a first-draft close narrative.

Works withERP, bank statements, ledgers

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Document extraction

Data pulled from complex financial documents reliably.

Works withStatements, filings, contracts

[Proven: ≥95% accuracy →](https://rotational.ai/case-studies#fin-docs)Growing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## Legal & compliance

### Contract review against your playbook

Risky clauses flagged with your preferred alternatives.

Works withContracts, your playbook

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Regulatory change monitoring

Changes mapped to your policies and controls.

Works withRegulatory sources, internal policies

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Policy Q&A for business teams

Quick, consistent answers drawn from your own policies.

Works withPolicies, handbooks

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## HR

### Onboarding checklists & access requests

Every new hire set up completely and on time.

Works withHR system, IT tickets

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Candidate screening against role criteria

Every application assessed against the same criteria.

Works withApplicant tracking, role descriptions

Typical starting pointGrowing businesses

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Policy & handbook assistant

Employees get accurate answers from your own handbook.

Works withHandbook, HR policies

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## IT & security

### Incident report analysis

Remediation recommendations from every report.

Works withIncident reports, runbooks

[Proven: 53% lower cost →](https://rotational.ai/case-studies#triage)Mid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Software usage & renewal review

Unused licenses and upcoming renewals flagged.

Works withLicense data, contracts

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Data quality checks

Anomalies and gaps caught before they spread.

Works withDatabases, data warehouse

Typical starting pointMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

## Operations & supply chain

### Supplier & news risk monitoring

Every supplier watched, with risk signals scored.

Works withNews, supplier lists, ERP

[Proven: 90% less time →](https://rotational.ai/case-studies#supply-chain)Growing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Vendor assessment

Consistent reviews of every new vendor.

Works withQuestionnaires, certificates, contracts

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

### Document-heavy operations

Shipping, customs and quality documents read and checked.

Works withShipping, customs and quality documents

Typical starting pointGrowing businessesMid-sized enterprises

[Start a Proof of Value with this →](https://rotational.ai/proof-of-value#book)

By industry

## Common starting points by industry

### Supply chain & logistics

Proven: 90% less time on risk monitoring.

- Supplier & news risk monitoring
- Vendor assessment
- Document-heavy operations

Usual planLaunch for small teams, Scale for multi-system work.

### Financial services

Proven: ≥95% accuracy on financial documents.

- Document extraction
- Reconciliation & close support
- Regulatory change monitoring

Usual planScale, with deployment in your cloud.

### Professional services

Your senior people's judgment, applied to every engagement.

- Proposal & RFP drafting
- Customer insight mining
- Policy Q&A for business teams

Usual planLaunch for small firms, Scale for larger.

### Healthcare

Runs inside your own environment.

- Policy Q&A for business teams
- Vendor assessment
- Regulatory change monitoring

Usual planScale or Own Your Intelligence.

Questions

## Quick answers

**What if our use case isn't listed?**

Bring it to a free Proof of Value. Compass breaks your process into tasks so we can tell you what fits.

**What does "Proven" mean?**

A result measured in customer work. "Typical starting point" means a common first capability we have not yet published results for.

**Which plan do we need?**

Growing businesses usually start on Launch ($149/mo). Mid-sized enterprises usually start on Scale ($499/mo).

Keep exploring

## Related

[**Growing businesses →**For teams of 5–50 people](https://rotational.ai/solutions/growing-businesses?hsLang=en)[**Mid-sized enterprises →**For organizations of 50+ people](https://rotational.ai/solutions/mid-sized-enterprises?hsLang=en)[**Build workflows →**How Compass finds what to automate first](https://rotational.ai/platform/workflow-building-agent?hsLang=en)

## See it working on your own work.

Free, engineer-guided Proof of Value. Go live only if it works.

[Book a Proof of Value](https://rotational.ai/proof-of-value#book)

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