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CSCNetwork
CSCNetwork Webinar

AI 101 for CSC Members

Practical AI for Linen, Uniform, and Mat Rental Businesses

Steve Cooker
Logic SphereFounder, Logic Sphere
August 25, 2026 · 11:00 AM CT
Agenda

What we'll cover today

  • What AI is actually good at
  • Where AI falls short
  • Practical use cases for linen, uniform, and mat rental businesses
  • How to write better prompts
  • Where to use guardrails and human review
  • How to start small and build toward workflows
AI 101 for CSC MembersSteve Cooker · Logic Sphere
The main idea

AI is most useful when it supports real work.

Business context
+
Clear task
+
Human review
=
Useful AI output
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Section 2

What AI Is and Is Not

6 minutes
Plain English

What these tools actually do

They work with patterns
  • Predict and generate text
  • Summarize long material
  • Classify and sort information
  • Organize messy input into structure
They do not know your business

A model has no idea how your routes run, what your accounts expect, or what your team already promised the customer.

Context is the part you supply. That is the whole job.

AI 101 for CSC MembersSteve Cooker · Logic Sphere
Strengths

What AI is good at

Drafting
Emails, replies, updates, outlines
Summarizing
Long threads, meetings, documents
Organizing messy notes
Field notes into clean structure
Brainstorming
Options you can react to
Comparing options
Side by side, plain language
Creating first drafts
Something to edit beats blank
Turning examples into templates
One good reply becomes ten
Rewriting for tone
Calm, firm, warm, shorter
Checklists and SOPs
Steps, owners, review points
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Limits

Where AI falls short

It can be wrong
It can sound confident when it is wrong
It may miss business context you never gave it
It does not replace judgment
It should not be trusted blindly with sensitive information
It needs human review before customer-facing or employee-facing use
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Framing

AI is a tool. The workflow is the strategy.

Tool
Task
Workflow
Business outcome

Start on the right side of that arrow and work backwards.

AI 101 for CSC MembersSteve Cooker · Logic Sphere
Section 3

Practical Use Cases by Department

12 minutes
Where it fits

Where AI can help across the business

Customer service
Sales
Marketing
HR
Route / service
Operations
Admin
Management
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

Customer communication

  • Responding to service questions
  • Drafting follow-up after a complaint
  • Explaining delays or schedule changes
  • Turning rough notes into a professional response
  • Creating internal notes after a customer interaction
Mini example

Input: Customer says mats were missed again and is frustrated.

Customer reply draft
Calm, specific, no overpromising
Internal note
What happened, in the account record
Follow-up task
Who does what, by when
Escalation flag
Second miss, manager sees it
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

Service issue follow-up

Missing linen
Late delivery
Stained or damaged items
Wrong product
Billing dispute tied to service
Route issue
The repeatable path
Issue comes in
Classify issue
Draft response
Assign next step
Human review
Follow-up
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

Route and account notes

Clean account updates
Driver notes turned into a record anyone can read
Recurring preferences
What this account always wants, summarized
Special instructions
Dock access, hours, contacts, placement
Field observation to action
New equipment seen becomes a sales follow-up
Handoff notes
Route to service to sales, nothing dropped
Weekly rollup
What changed across the route this week
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

SOPs and training

  • Turn messy process notes into SOPs
  • Create checklists
  • Build onboarding guides
  • Create training quizzes
  • Turn manager knowledge into repeatable documentation
Mini example

"Here is how we handle a new restaurant account"

Written SOP
Field checklist
New-hire version
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

HR and recruiting

Job descriptions
Route driver, CSR, production
Interview questions
Role specific, consistent
Applicant responses
Faster, human, on brand
Onboarding messages
Day one through week four
Policy explanations
Plain language versions
Training reminders
Short, repeatable nudges
Manager talking points
Prep for a tough conversation
Recognition notes
Specific, not generic
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

Sales support

Prospect research
Public info, organized
First-touch emails
Short and specific
Follow-up after quotes
Reinforce reliability
Objection handling
Practice the response
Call prep
Five questions to open with
CRM notes
Dictate, clean, log
Referral requests
Easy to say yes to
Lost deal reactivation
Reasonable reason to reach out
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

Marketing support

Social posts
From one idea to a month
Email campaigns
Subject lines and body
Blog outlines
Structure before writing
Website copy
Service pages, plain language
Customer story repurposing
One story, many formats
Event follow-up
Trade show lists, fast
Campaign planning
Calendar and themes
Department of one support
A second set of hands
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Use case

Admin and internal knowledge

  • Summarize meetings
  • Extract action items with owners
  • Draft internal updates
  • Organize FAQs
  • Create checklists
  • Help employees find information faster
Most companies do not have an information problem. They have a findability problem. AI is good at pulling the answer out of material you already wrote.
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Section 4

Prompting That Works

9 minutes
Prompting

Better prompts start with better context

Bad prompt

"Write a customer email."

Better prompt

"You are helping a linen rental customer service manager respond to a restaurant account that had a missed mat delivery. Keep it professional, calm, and specific. Acknowledge the issue, explain next steps, and ask one follow-up question if needed."

AI 101 for CSC MembersSteve Cooker · Logic Sphere
The formula

Role + Task + Context + Rules + Format + Tone

Role
Who should it act as?
Task
What exactly should it do?
Context
What does it need to know?
Rules
What should it avoid or never say?
Output format
Email, checklist, table, summary, SOP
Tone
Direct, warm, professional, firm
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Example 1

Prompt example: customer response

Weak prompt

"Reply to this angry customer."

Better prompt

"You are helping a customer service manager at a linen, uniform, and mat rental company. Draft a professional response to a customer upset about a missed mat pickup. Apologize without overpromising, confirm we are checking with the route team, and include a clear next step. Keep it under 150 words."

AI 101 for CSC MembersSteve Cooker · Logic Sphere
Example 2

Prompt example: SOP builder

Prompt

"You are helping create a training SOP for a commercial laundry team. Turn the notes below into a step-by-step SOP for new employees. Include purpose, when to use it, steps, common mistakes, and manager review points."

What you get back
  • Purpose
  • When to use it
  • Numbered steps
  • Common mistakes
  • Manager review points
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Example 3

Prompt example: sales follow-up

Prompt

"You are helping a sales rep follow up after sending a quote to a restaurant prospect. Use the notes below to write a concise email that reinforces reliability, service consistency, and ease of switching. Include one clear call to action."

Save the prompts that work. A good prompt is a company asset, the same way a good quote template is.
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Troubleshooting

When prompting goes wrong

Not enough context
Asking for too much at once
No clear output format
No examples to work from
No business rules
No human review
The task should not have been delegated to AI in the first place
The source material was wrong to begin with
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Section 5

Safety, Privacy, and Guardrails

6 minutes
Guardrails

What not to put into AI

Confidential customer data
Employee private information
Passwords
Financial or account credentials
Private contract terms
Sensitive HR issues
Anything your company would not want stored outside approved systems
Placeholder: insert verified stat if desired
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Tooling

Public tools vs approved tools

Open access companies

ChatGPT, Claude, Gemini, Copilot, or a mix. More choice, more responsibility on the user.

Approved tool only companies

Often Microsoft Copilot or another enterprise tool. Same skills, same formula, inside the sanctioned environment.

Know your company's rules before you enter business data.
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Review

Human review still matters

Green
  • Brainstorming
  • Outlines
  • Drafts
  • Summaries of non-sensitive content
Yellow
  • Customer communication
  • Sales messaging
  • SOPs
  • Training content
Red
  • Legal
  • HR-sensitive
  • Confidential material
  • Pricing exceptions
  • Contract commitments
  • Final customer decisions without review
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Starter

Simple AI policy starter

What tools are approved?
What data is allowed?
What data is prohibited?
What needs manager review?
What can be used internally only?
What can be customer-facing after review?
Who owns AI usage guidelines?
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Section 6

From One-Off Prompts to Workflows

7 minutes
The shift

AI 101 starts with prompts. AI 102 turns prompts into repeatable workflows.

One-off prompt
Saved template
Team process
Reviewed workflow
Automation
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Workflow 1

Example: service issue follow-up

  1. 1Customer issue received
  2. 2AI classifies issue type
  3. 3AI drafts customer response
  4. 4AI creates internal note
  5. 5Manager reviews
  6. 6Task assigned
  7. 7Follow-up scheduled
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Workflow 2

Example: SOP creation

  1. 1Manager explains the process
  2. 2AI turns it into an SOP
  3. 3Team reviews for accuracy
  4. 4AI creates checklist and quiz
  5. 5SOP becomes part of onboarding
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Workflow 3

Example: internal knowledge sharing

  1. 1Gather SOPs, FAQs, service rules, account notes
  2. 2Organize the documents
  3. 3Create an internal assistant or searchable knowledge base
  4. 4Employees ask questions in plain language
  5. 5Humans review and update source content
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Prioritize

How to choose your first AI use case

High value / low complexity
Start here
High value / high complexity
Plan carefully
Low value / low complexity
Optional
Low value / high complexity
Avoid
Criteria
  • Repeats often
  • Takes real time today
  • Has clear inputs and a clear output
  • A human can review it
  • Mistakes are manageable
  • The team will actually use it
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Section 7

Wrap-Up and Q&A

5 minutes
Approach

Do not try to "AI everything."

  • Pick one recurring task
  • Build one good prompt
  • Test with real examples
  • Review the outputs
  • Create a repeatable process
  • Add guardrails
  • Train the team
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Action list

What to try this week

Pick one repetitive task
Write one prompt using the formula
Test it with three real examples
Save the best version
Decide where human review belongs
Share it with one teammate
AI 101 for CSC MembersSteve Cooker · Logic Sphere
Next session

Turning AI Prompts into Practical Business Workflows

  • Repeatable workflows
  • Customer response
  • SOP creation
  • Knowledge management
  • Workflow planning
  • Guardrails
  • Implementation steps
AI 101 for CSC MembersSteve Cooker · Logic Sphere
CSCNetwork

Questions?

Practical AI for linen, uniform, and mat rental businesses

Steve Cooker
Logic SphereFounder, Logic Sphere
Takeaway

Resources

Prompt formula

Role + Task + Context + Rules + Output format + Tone

Use case checklist

Repeats often, clear inputs, clear output, reviewable, recoverable mistakes

Safety checklist

Approved tools, allowed data, prohibited data, review points, one owner

AI 102 preview

Prompts become templates, templates become reviewed team workflows

AI 101 for CSC MembersSteve Cooker · Logic Sphere