AI Use Case Library

Practical AI Use Cases for Business

Explore illustrative workflows. Start with approved information and keep a human responsible for reviewing the output.

Find a workflow to explore

Sales

Sales email generation

Problem: Writing relevant outreach takes repeated manual effort.
AI workflow: Provide verified product facts and a fictional prospect profile; draft two messages; check claims and tone before sending.
Tools to explore: ChatGPT, Claude
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete sales email generation workflow

Meetings

Meeting summarization

Problem: Actions get lost in lengthy meeting notes.
AI workflow: Use a permitted, consented transcript; extract decisions, owners and dates; mark unknowns; have the meeting owner verify.
Tools to explore: Microsoft Copilot, Gemini
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete meeting summarization workflow

Management

Report creation

Problem: Weekly reports repeat the same assembly work.
AI workflow: Supply an approved report structure and sanitized notes; draft sections; reconcile figures and decisions with sources.
Tools to explore: ChatGPT, Claude
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete report creation workflow

Research

Document analysis

Problem: Long documents make it hard to locate key information.
AI workflow: Upload only permitted documents; ask for a structured summary with section references; verify each referenced passage.
Tools to explore: Claude, ChatGPT
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete document analysis workflow

Research

Problem: Teams spend time gathering and comparing source material.
AI workflow: Define a research question; collect primary sources; compare dated evidence; open citations and flag gaps.
Tools to explore: Perplexity, Gemini, Grok
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete research workflow

Operations

Customer support

Problem: Routine questions require repetitive response drafting.
AI workflow: Retrieve an approved knowledge article; draft a response; check entitlement and accuracy; escalate exceptions.
Tools to explore: ChatGPT, Microsoft Copilot
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete customer support workflow

Presentations

Presentation creation

Problem: Turning an approved brief into a narrative is time-consuming.
AI workflow: Define audience and decision; draft a slide outline; add only verified evidence; review before designing slides.
Tools to explore: Microsoft Copilot, Gemini
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete presentation creation workflow

Finance

Data analysis

Problem: Teams need help structuring questions about tabular data.
AI workflow: Use a synthetic dataset; ask for an analysis plan; inspect formulas and missing values; verify results independently.
Tools to explore: ChatGPT, Microsoft Copilot
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete data analysis workflow

HR communication

Problem: Policy messages need to be adapted for different audiences.
AI workflow: Use approved policy text; draft a plain-language explanation; preserve meaning; have HR approve the final version.
Tools to explore: Claude, ChatGPT
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete hr communication workflow

Marketing

Marketing content

Problem: A campaign needs multiple formats with consistent facts.
AI workflow: Provide a brand guide and evidence; generate channel variants; review claims, originality and audience fit.
Tools to explore: Gemini, ChatGPT
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete marketing content workflow

Engineering

Engineering documentation

Problem: Specifications and handover notes can be inconsistent.
AI workflow: Supply approved requirements; draft a structured document; flag gaps; review with a technical owner.
Tools to explore: Claude, ChatGPT
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete engineering documentation workflow

Management

Management reporting

Problem: Leaders receive disconnected updates without clear decisions.
AI workflow: Combine approved team updates; group risks and decisions; retain uncertainty; verify ownership and figures.
Tools to explore: Microsoft Copilot, Claude
Human check: Verify source facts, permissions and task-specific quality before use.

Discuss this workflow Read the complete management reporting workflow

Choose by task and evidence

How should you choose a first use case?

Select a recurring task with a clear owner and a result that can be checked. Consider the sensitivity of the input, the consequences of a wrong answer and how much human review is required. A low-risk drafting task with good source material is often easier to evaluate than an autonomous process with unclear boundaries.

Each detailed guide includes an illustrative input, a prompt, an expected output structure and review checks. The examples help you test a method; they do not claim a measured result for NMR Infotech or a client.

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