AI Automation for SMBs: A Practical Playbook (Slides)

Slide deck: the practical steps to plan, build and measure AI automation in a small or mid-sized business, by Nexstair AI. https://nexstairai.com/

Transcript

1. Nexstair AI A I A G E N T S · A U T O M AT I O N · I N T E G R AT I O N A Practical Guide to AI Automation for Small and Mid‑Sized Businesses Pick the right first project, prepare your data, build safely, measure honestly. Free guide from Nexstair AI nexstairai.com
2. T H E A P P R OAC H Start from an outcome, not a tool 1 2 3 4 5 Pick Baseline Prepare Build small Decide One frequent, rule-based, measurable process. Record how it performs today. Only the data that process needs. Clear permissions and a route to a human. Measure, then expand, adjust or stop. A Practical Guide to AI Automation nexstairai.com
3. 0 1 · C H AT B O T S V S A G E N T S Do you need answers, or actions? Chatbot: output is a reply AI agent: output is a finished task • FAQs, opening hours, lookups • Bookings, record updates, quotes • Routing to the right team • Uses your CRM, calendar, helpdesk • Risk: a weak or wrong answer • Needs permissions, logs, human fallback Common path: launch a chatbot, learn what people ask, then add agent actions for the few tasks worth automating end to end. A Practical Guide to AI Automation nexstairai.com
4. 0 2 · F I R S T P R O C E S S & VA L U E Estimate the value before you build • Volume – runs per week or month • Time per run – observed, not guessed • People – loaded hourly cost • Errors & delays – what they cost you A Practical Guide to AI Automation Simple payback check Total upfront cost ÷ expected monthly saving. Use conservative inputs. Include subscriptions, API use, maintenance and the review time that remains. nexstairai.com
5. 0 3 · D ATA R E A D I N E S S Six questions for every data source • Find it – or is it only in someone's head? • Access it – export, API, rights, logins • Current – each key source has an owner • Consistent – duplicates and formats fixed • Labelled – examples with correct answers • Allowed – privacy, agreements, law Fix only what the first project needs. Conflicting documents are one of the most common problems: keep one current version. A Practical Guide to AI Automation nexstairai.com
6. 0 4 · L L M S & R AG How AI plugs into your systems • Model – hosted API or private cloud • Instructions – specific and tested • Your context – supplied with each request • Guardrails & logs – validate, limit, record A Practical Guide to AI Automation RAG in two steps Retrieve the most relevant passages from your documents, then generate an answer from them, with a citation. Update the documents; no retraining needed. It should say "I don't know" when the source is missing. nexstairai.com
7. 0 5 · S TA R T I N G P O I N T S Support and sales: where AI helps first Customer support Lead qualification • Self-service answers from your help centre • Write down what "qualified" means first • Triage and routing by topic and urgency • Draft replies a person checks • Extract details from messy enquiries • Score and route by your rules • Sales can see the reason and override • Easy, visible route to a human A Practical Guide to AI Automation nexstairai.com
8. 06 · SECURITY Guardrails before AI touches real data • Usage policy – what may and may not go in • Least privilege – only the permissions a task needs • Provider checks – storage, training, location, logs • Logs – inputs, outputs and actions, sampled • Prompt injection – outside content is data, not commands • Off switch – know how to stop it quickly A Practical Guide to AI Automation nexstairai.com
9. 07 · MEASUREMENT Measure beyond the demo Outcomes Quality Adoption Time saved, cost per task, response speed, satisfaction Test-set accuracy, staff corrections, escalations Who uses it, how often, where they drop off Set a baseline first, keep a test set of real examples, track running costs, and agree expand / adjust / stop thresholds before launch. A Practical Guide to AI Automation nexstairai.com
10. 0 7 · C H O O S I N G A PA R T N E R Questions to ask any AI partner • What similar work have you delivered? • How will you test quality and handle errors? • Where will our data go? • What happens after launch, and who owns the work? A Practical Guide to AI Automation Red flags • "Fully hands-off" promises for complex work • No human review, logging or fallback • Vague data-handling answers • Big contract before a pilot nexstairai.com
11. CHECKLIST Ready to start? Quick check ☐ One outcome named, one process chosen ☐ Today's volume, time and cost recorded ☐ Data sources listed, owned and allowed ☐ Easy route to a human ☐ Usage policy and least privilege in place ☐ Logging and an off switch ☐ Expand / adjust / stop thresholds agreed ☐ Instructions and test set written A Practical Guide to AI Automation nexstairai.com
12. ABOUT Nexstair AI AI agents, chatbots, workflow automation and LLM integrations for small and mid-sized businesses, scoped in phases so each step is tested before the next goes live. Learn more and talk to the team: nexstairai.com Nexstair Technologies LLC · Casper, WY · +1 (307) 221-5230 https://nexstairai.com/