Siah Labs×Temple SBDC
Slides

Workshop · Temple SBDC · 60 minutes

AI Agents for Small Business

Remove owner dependence without removing owner control

Learn what to use, what to automate, and what to keep under your control. You set the standard. The system handles repetitive work, while you approve anything that reaches a customer or moves money.

Use during the workshop

Follow these four steps

Map your week, select one project, write its blueprint, and keep the printable recap.

Full workshop

  1. 0:00
    What would break if you leftTeach
  2. 0:04
    The agents you can already useTeach
  3. 0:12
    Knowledge, not intelligenceTeach
  4. 0:19
    Real businesses, real resultsTeach
  5. 0:28
    Pick your first projectHands-on
  6. 0:36
    Write the one-page blueprintHands-on
  7. 0:46
    GuardrailsTeach
  8. 0:51
    Choose your next stepDecide

01 · 4 min

What would break if you left

We do not know what the future holds. We do know work is changing.

A knocker-upper taps an upstairs bedroom window with a long pole
Leeuwarden, 1947

Knocker-uppers

Before cheap alarm clocks, people paid a person to wake them

Britain, Ireland, and mill towns. 1800s into the 1940s.

  • People paid a weekly fee to be woken for the factory shift.
  • A long pole, a light stick, or dried peas on the window - loud enough for one bedroom, not the whole street.
  • They waited until they saw you get up, so you did not fall back asleep.

Then the tool changed

Affordable alarm clocks and electricity took the task. The trade faded in the 1940s and 1950s.

The need did not go away. Getting up still mattered. A tool took the task, and people did other work.

This is not guessing who loses. It is seeing which tasks in your business already look like this.

Write it down

What would break if you were unreachable for two weeks?

No tap-to-vote. Paper is enough. We will use the answer later.

Cabinet sales agency

Incoming COO

He inherited an on-premise CRM and spreadsheet sprawl. Each new dealer profile meant well over an hour of manual entry. Now it is a single upload with AI extraction.

Staffing firm

Managing partner

He was the only person who could run month-end commissions. Health checks now flag deleted invoices and mismatches before they cause overpayments. Ask Why can explain a line. It cannot change one.

Main idea

The promise is not replacing your team. It is taking the work that cannot move without them.

  • Tasks

    Work that waits until you sit down

    Commissions, dealer onboarding, reporting, follow-ups - work that waits for you to sit down and do it.

  • Decisions

    Nothing saves until you say it is good enough

    Approvals, exceptions, and "is this mapping right" calls that cannot move without you.

  • Knowledge

    Rules nobody wrote down

    Unwritten commission terms, dealer quirks, and the way you actually run the place.

02 · 8 min

The agents you can already use

ChatGPT and Claude are already AI agents. They can reason, use tools, and take several steps toward a result. The important questions are what they can access, how far they can go, and where they must stop.

  • AI model

    Reads and makes judgments

    It is smart and fast, but it is new to your business. It can read a dealer PDF. It does not know your account rules unless you provide them.

  • Approved tools

    Looks up information or prepares an action

    A connected tool can pull fields from a PDF, match them to a form, draft an email, or find an invoice in QuickBooks.

  • Several steps

    Continues until the draft is ready

    It can map fields, flag unclear information, and continue through the usual steps without asking you after every small action.

  • Rules and controls

    Nothing saves until you review it

    The system limits what AI can do. It can fill the form, but it cannot create the record until you approve it.

Example

Hiring a brilliant assistant and not giving them tools

Asking a brilliant assistant to carry you 100 miles to Manhattan is funny - and it is what owners do when they ask AI to read a 50,000-row spreadsheet line by line. Open a real tool. Give it a job it can finish.

Three questions · this session

  1. 01

    Goal

    What does "done well" look like, in business terms?

  2. 02

    Type of solution

    Chat for one-time help, saved steps for repeated work, or software for work that needs dependable controls?

  3. 03

    What AI does

    What can it see, what must it know, and which steps can it take?

Arriving now

Always-on agents

Chat stops when you stand up. Always-on keeps a computer running.

Section 01 asked what would break if you left. These products try to keep the work moving while you are gone. You still lock send, pay, and delete.

Night shift log

Laptop closed · computer still on

6:12 pm

You are here

You give it a job

Draft follow-ups for customers quiet 60+ days. Do not send.

Same rule as the rest of this workshop

A night shift is only useful if the dangerous buttons stay off. Drafts can wait. Customers and money cannot.

03 · 7 min

Knowledge, not intelligence

AI is like a capable new hire on day one. It can work quickly, but it does not know your prices, customers, exceptions, or unwritten rules. You have that knowledge. You must provide it.

  • Hard data

    Orders, commissions, invoices

    Use numbers from your business system instead of asking AI to guess.

  • Documents

    Dealer PDFs, scanned checks

    Past contracts, emails, SOPs - anything already written down.

  • Tribal knowledge

    Draw vs corp fee. This dealer pays on the 15th.

    The unwritten rules. Without them, AI can prepare the wrong invoice or misread a commission line.

Capture · 2 min · paper

Write down one unwritten rule you apply without thinking

That is an unwritten business rule. Without it, AI could prepare the wrong invoice.

04 · 9 min

Real businesses, real results

These are Siah Labs results. Not a composite. Not a chatbot demo.

Cabinet sales agency

Incoming COO

He inherited an on-premise CRM and spreadsheet sprawl. Each new dealer profile meant well over an hour of manual entry. Now it is a single upload with AI extraction.

  • Roughly 50% of the work automated
  • A three-day workweek - he stopped working Thursdays and Fridays
  • 1,000+ dealers using portals
“Since we began with Siah Labs, I've managed to cut back the hours spent on the business by 40%.”

Verified client quote · Client-reported result

Staffing firm

Managing partner

He was the only person who could run month-end commissions. Health checks now flag deleted invoices and mismatches before they cause overpayments. Ask Why can explain a line. It cannot change one.

  • Month-end commission cycle dropped from up to 10 hours to about 1
  • Deleted invoices and mismatches flagged before overpayments
  • The cycle is organized enough that he trusts it
“I've taken what could have taken 4 to 10 hours down to an hour, 2 hours tops. It's so organized and trustworthy.”

Verified client quote · Client-reported result

Private school

Advancement office

Paper checks had to become gift records by hand. Staff now upload a scan. The agent fills payee, date, amount, and fund - and flags review-needed.

  • Scanned check becomes structured gift fields
  • Review-needed stays on until a person confirms

Our own ops

Operator

The CRM only moved when someone typed from an email. A forwarded thread now becomes proposed contacts, notes, and tasks. Save stays locked until a confirm.

  • Forward an email, get proposed CRM updates
  • Risky writes wait on a confirm gate

AI does part of the task

  • Reads a dealer PDF. Explains a commission. Fills gift fields from a scan.
  • AI reads or makes a judgment when you use the feature.

AI helps build a better system

  • A private school portal: families, enrollment, scholarships, gift letters, reports.
  • Staff use normal screens. AI helped developers build the system faster, even though staff do not use AI on those screens.

Important distinction

AI can help with a task, and it can also make better business systems more affordable to build.

Software that was once out of reach is becoming practical for smaller businesses. The first challenge is knowing what work to redesign. Use chat for one-time help. Use a dependable system when the work is important and repeated.

Paste this

Map my week

Paste this as-is. ChatGPT or Claude will ask about your week, explain the simplest suitable type of solution, and suggest one place to start.

Interview me. I run a small business, and I do not know what technology could help with my work. I pasted this prompt as-is. Do not ask me to fill in a form.

Ask one question at a time and wait for my answer. Use plain English. Ask about:
- what my business does
- what a typical week looks like
- the tools I already use
- what would break if I were unreachable for two weeks
- which work only moves when I am personally involved

Do not ask for secrets, Social Security numbers, bank details, or confidential contracts. Do not sell me a product. Do not invent hours saved.

When you have enough information, usually after 5 to 8 answers, give me 8 to 12 ideas that could make the work easier, faster, or less expensive. For each idea, tell me:

1. The task, using my words
2. The simplest suitable solution:
   - Chat today: I work with AI on one task
   - Saved repeatable steps: the same steps run each time
   - Dedicated software: a system manages important work and controls
3. What AI would do, if AI is needed at all
4. Why the idea fits my week
5. One first step I can try this week
6. What must never happen without my approval, such as send, pay, delete, save a record, or change a price
7. Fit: High, Medium, or Low. Consider how often the task happens, how much it matters, whether the steps repeat, whether the information is easy to find, whether mistakes can be fixed, and whether I can measure the result.

Put the best fits first. End with the one idea I should start with and explain why.

Paste this as-is. ChatGPT or Claude will ask about your week and suggest practical first steps.

Four patterns you can steal

  • Document in, fields out

    A dealer PDF or a scanned check

    Upload the file. Get structured fields. You review before anything saves.

    In ChatGPT: paste a redacted invoice and ask it to fill a table of vendor, date, amount, and due date.

  • Ask questions about your numbers

    Sales by manufacturer. Why is this commission $X?

    Ask in plain English, but use real numbers from your records and verify the totals in your spreadsheet or accounting system.

    In ChatGPT: paste a small, nonconfidential export and ask for last month vs this month, with the math shown.

  • Explain a number before you trust it

    Ask Why on a commission line

    AI can explain the calculation. It cannot change the payout.

    It can view and explain the record, but it cannot change it.

  • Inbox as intake

    Forward an email, then confirm the updates

    A forwarded email becomes proposed updates to your customer system, often called a CRM. You confirm before any record changes.

    In ChatGPT: paste a thread and ask for contacts, tasks, and a draft reply - then you send.

05 · 8 min · hands-on

Pick your first project

List the recurring jobs that route through you. Score each against the six plain-language signals. Decide what a system can handle, what you must approve, and what you should keep. Then select one winner.

  • Frequent

    Happens every week or every day.

  • Meaningful

    Consumes enough time or attention to matter.

  • Repeatable

    A capable employee could write down the usual steps.

  • Information is ready

    The facts are easy to find, mostly complete, and stored consistently.

  • Reversible

    A mistake can be caught, corrected, or held for approval.

  • Measurable

    You can tell whether it saved time or improved an outcome.

Private to this browser. Score 1-3. 15+ is a strong first project.

01

Frequent

Meaningful

Repeatable

Information is ready

Reversible

Measurable

— / 18

02

Frequent

Meaningful

Repeatable

Information is ready

Reversible

Measurable

— / 18

03

Frequent

Meaningful

Repeatable

Information is ready

Reversible

Measurable

— / 18

04

Frequent

Meaningful

Repeatable

Information is ready

Reversible

Measurable

— / 18

05

Frequent

Meaningful

Repeatable

Information is ready

Reversible

Measurable

— / 18

06

Frequent

Meaningful

Repeatable

Information is ready

Reversible

Measurable

— / 18

06 · 10 min · hands-on

Write the one-page blueprint

Make a one-page plan for the project you selected. Then watch a dealer PDF become a prepared customer record that cannot save without your approval.

One page. Private to this browser. Build it for the winner from the audit.

Live demo · 3 min

Watch the fields fill

Composite of a real client pattern. Advance the stages. The account stays unsaved until you approve it.

Dealer profile PDFComposite of a real client pattern

Northline Cabinetry · dealer packet

Composite · cabinet sales agency

Account: Ridgeway Home Design. Showroom in Maplewood. Primary contact Dana Whitaker, ops lead. Lines: kitchen and bath. Terms: net 30. Second phone on page 3 is handwritten.

AI-assisted account setup

Document in, fields out

Start the run, then advance one stage at a time. Watch where the system reads the file, marks unclear information, and stops for your approval.

07 · 5 min

Guardrails

Stay in charge. Drafts are fine. Irreversible actions need a lock.

  • Fixed math vs AI judgment

    A calculator follows fixed math. AI makes a judgment.

    AI can give a different answer next time, like a smart employee who almost always remembers to CC the client but forgot once on a Friday.

  • A hard stop

    Ask Why can explain a commission. It cannot change one.

    Typing "DO NOT" louder is asking a three-year-old nicely on the highway. A lock removes the option.

  • Safe drafts vs risky actions

    You can fix a draft before anyone sees it

    Deleting data, mass emails, moving money, posting publicly, and changing prices need a lock.

Required human approval

A lock removes the option

A prompt that says "DO NOT" is still an instruction that AI must interpret. A hard stop removes the option, so a mistake cannot reach a customer or move money.

Instructions alone

  • Louder instructions in the prompt
  • Usually works, not always
  • Still a judgment call every time

Required approval

  • Human approves before send or save
  • Ask Why can explain a commission; it cannot change one
  • Dealer extract prefills; it does not auto-create

What happens if this goes wrong at 2am on a Saturday, when nobody is watching?

  • Treat every AI output as a draft until you approve it.
  • Do not paste SSNs, bank details, or confidential contracts into ChatGPT or Claude.
  • Customer-facing and money-facing work gets a verify-before-send rule.
  • Ask: what happens if this goes wrong at 2am on a Saturday, when nobody is watching?

08 · 4 min

Choose your next step

Leave with one clear decision: what is the first job you want help with, and what is the smallest useful next step?

Your decision

What is the first thing you want to stop doing alone?

Use your opportunity audit and blueprint to name the job, the help you want, and the actions that must stay under your control.

When chat is not the right type of solution

Critical work wants software with controls

These clients did not get a three-day week or a one-hour close from a chat window. They got dependable systems with required human approvals. If your work needs that level of control, we will map your first project in 30 minutes.

Book 30 minutes

Take home

Keep the whole workshop

Jump back into any block, or open the printable recap and save it as a PDF.

Appendix · prompts

Copy into ChatGPT or Claude

These run in the tools you will actually use this week. Paste your real material. Treat the output as a draft.

  • OpsAny

    Map my week

    Interview me. I run a small business, and I do not know what technology could help with my work. I pasted this prompt as-is. Do not ask me to fill in a form.
    
    Ask one question at a time and wait for my answer. Use plain English. Ask about:
    - what my business does
    - what a typical week looks like
    - the tools I already use
    - what would break if I were unreachable for two weeks
    - which work only moves when I am personally involved
    
    Do not ask for secrets, Social Security numbers, bank details, or confidential contracts. Do not sell me a product. Do not invent hours saved.
    
    When you have enough information, usually after 5 to 8 answers, give me 8 to 12 ideas that could make the work easier, faster, or less expensive. For each idea, tell me:
    
    1. The task, using my words
    2. The simplest suitable solution:
       - Chat today: I work with AI on one task
       - Saved repeatable steps: the same steps run each time
       - Dedicated software: a system manages important work and controls
    3. What AI would do, if AI is needed at all
    4. Why the idea fits my week
    5. One first step I can try this week
    6. What must never happen without my approval, such as send, pay, delete, save a record, or change a price
    7. Fit: High, Medium, or Low. Consider how often the task happens, how much it matters, whether the steps repeat, whether the information is easy to find, whether mistakes can be fixed, and whether I can measure the result.
    
    Put the best fits first. End with the one idea I should start with and explain why.

    Paste this as-is. ChatGPT or Claude will ask about your week and suggest practical first steps.

  • EmailAny

    Rewrite a stiff email

    Rewrite this email so it sounds like a capable small-business owner: clear, warm, and short. Keep the facts. Remove corporate fluff.
    
    [PASTE EMAIL]

    Tone is the first thing customers notice - and the easiest win.

  • EmailServices

    Apology that rebuilds trust

    Draft a short apology email for a late delivery. Own the mistake, say what we are doing next, and offer one concrete make-good. No over-apologizing.
    
    Context: [WHAT WENT WRONG]

    Structure beats emotion when you are under pressure.

  • EmailSales

    Follow up without being pushy

    Write a 4-sentence follow-up to someone who asked for a quote two weeks ago and went quiet. Helpful, not needy. Include one soft next step.
    
    Original ask: [CONTEXT]

    Most lost deals die from silence, not from a bad offer.

  • EmailAny

    Meeting notes to action list

    Turn these messy notes into: (1) a 5-bullet summary, (2) decisions made, (3) open questions, (4) action items with owners.
    
    [PASTE NOTES]

    Capture the meeting once; reuse the structure forever.

  • EmailAny

    Decline politely

    Write a polite no to this request. Leave the door open for future work. Two short paragraphs max.
    
    Request: [PASTE]

    A clean no protects your calendar and your reputation.

Appendix · glossary

Words from this talk

Enough vocabulary to stay in charge. Tap a term.

Plain English

Model

The AI “brain” trained on lots of text. ChatGPT, Claude, and Gemini are products built on models.

Example: Like a sharp new hire on day one. Fast, and it has never worked in your business.

Appendix · types of solution

One-time chat, always-on, saved steps, or software

Use chat while you are present for one-time work. Always-on agents keep a computer running after you leave. Save the steps when the same job repeats. Use dedicated software when important work needs records, permissions, and dependable controls.

FlexibleControlled

Agent in a chat

You direct ChatGPT or Claude while you are present. Good for one-time work.

Best for

  • Brainstorming
  • First drafts
  • Explaining concepts

Watch outs

  • Manual copy/paste
  • Inconsistent outputs
  • Easy to overtrust

Appendix · examples with controls

What it feels like with controls

In some examples, AI reads or makes a judgment and a person approves the result. In others, staff use ordinary software that AI helped a developer build faster.

Snap a card at a mixer. Review. Into the CRM.

Photo in, structured contact out. The human review step is the child lock - nothing hits the CRM without approval.

AI in the loop
  1. 01Photo
  2. 02Extract
  3. 03Review
  4. 04Saved

A card from a mixer — tap Extract to run the vision pass.

Input

Keisha Morgan

Ops Manager

Northline Cabinetry

(973) 555-0142

[email protected]

Newark, NJ

Output

Waiting for extraction…