Automation Examples

    What can actually be automated in a business?

    Short answer: almost anything repetitive. Here are 12 concrete automations I've built — or can build — for small and mid-sized businesses, from LinkedIn lead mining to phone-based ordering for restaurants. You don't have to be technical.

    Browse all examples

    What does "automation" actually mean?

    Automation is letting computers do what currently takes humans time. That can be as simple as moving data between two systems, or as advanced as an AI agent that takes orders by phone, reads receipts, or emails you a summary every Monday of what happened in the company last week. With the right tools and setup, automation can do basically anything that follows a pattern — and those patterns are everywhere in your business once you know where to look.

    Sales & lead generation

    LinkedIn leads that find themselves

    Find, qualify, and reach out to high-fit leads automatically — every week.

    Define your ideal customer profile (industry, size, role, geography). An automation searches LinkedIn daily, pulls matching profiles, enriches them with data from Apollo or Clearbit (email, company size, funding status), and lets an LLM rank each one against your ICP. The top-ranked get a personally-written first contact based on their recent LinkedIn activity. Everything lands in your CRM with a score and a recommended next action.

    n8nApollo / ClearbitOpenAI / ClaudeHubSpot or Pipedrive

    Sales & lead generation

    Inbound leads routed to the right person in 30 seconds

    Form submission → enrichment → scoring → the right rep gets a Slack ping with full context.

    Someone fills in your contact form or emails you. Within 30 seconds, the automation enriches the lead with company data, classifies their need with an LLM, scores them against your ICP, creates a CRM record, and pings the right rep in Slack or Teams with a summary. Hot leads get answered in minutes, not days — and no leads fall between the cracks.

    n8nClearbit / HunterOpenAISlack / TeamsHubSpot

    Sales & lead generation

    Cold outreach that doesn't sound like spam

    Give me a list of 200 companies — I'll email each with a personalized opener based on their site and recent news.

    For each company in your list, the automation scrapes their website, latest press releases, LinkedIn company updates, and any open data (open job listings, funding rounds). An LLM trained on your tone and positioning writes a personal first line for each recipient that shows we've done the homework — followed by your standard pitch. Result: double the open rates of generic emails, without writing each one by hand.

    n8nFirecrawl / ApifyOpenAI / ClaudeInstantly / Lemlist

    Customer support

    Phone orders 24/7 without anyone picking up

    An AI voice takes orders by phone, integrates with your menu or POS, and confirms by SMS.

    Restaurants, salons, auto shops — they all lose money on missed calls outside business hours. A voice agent answers 24/7, listens to the order or booking, validates it against your menu or calendar, drops it into your POS or calendar system, and confirms with the customer by SMS. It knows when to escalate to a human (special requests, complaints) and transfers the call when needed.

    ElevenLabs / OpenAI RealtimeTwilion8nPOS / calendar system

    Customer support

    Tier-1 support that handles 80% of tickets itself

    Incoming tickets classified, FAQ answers sent directly, complex cases flagged with a summary for a human.

    Incoming emails or chat messages go through an LLM that classifies the ticket type. Standard questions (hours, delivery status, return policy) get answered directly with responses grounded in your FAQ and knowledge base — no hallucinations, every answer has source citations. Complex or emotionally charged tickets are escalated straight to a human, with a short summary of what the customer wants and a suggested response. Escalation rules are explicit and transparent.

    n8nClaude / GPT-4oPostgres + pgvector (RAG)Zendesk / Freshdesk / Intercom

    Operations & back-office

    Invoices that book themselves

    Inbound invoices parsed automatically, matched against POs, posted — exceptions flagged.

    Supplier invoices arrive by email. The automation extracts data with OCR and an LLM (supplier, amount, OCR/reference number, due date, VAT), matches against existing purchase orders or projects, and submits to your accounting system (Fortnox, Visma, Bokio, Xero). If something doesn't match — wrong amount, no PO, duplicate invoice — it's flagged for human review with a clear reason. Typically frees up 5–15 hours/week on the finance team.

    n8nOpenAI Vision / GPT-4oFortnox / Visma / Xero APIPostgres for dedup

    Operations & back-office

    Stock levels that reorder themselves

    When product X drops below threshold → PO to supplier automatically, with the right quantity based on sales velocity.

    The automation reads daily from your inventory system (Shopify, WooCommerce, Visma) and sales history. When a product drops below a dynamic threshold (calculated from sales velocity + lead time + safety stock), it creates a PO with the right quantity and emails it to the supplier. Every week you get a summary of what was ordered, what's in transit, and what's at risk of stocking out. No manual stock checks, no "oh we're out".

    n8nShopify / WooCommerce APIPython for forecastingPostgres / Supabase

    Data & insights

    Monday pulse — what actually happened in the company last week

    Every Monday morning, the system emails you a summary of key metrics, comparisons to prior periods, and what to focus on this week.

    The automation pulls data from CRM, finance, ad platforms (Google/Meta Ads), web analytics, and optionally a product database. An LLM compares the week to last week and the same week last year, identifies anomalies ("sales up 12%, but your biggest customer didn't engage — check"), and formats a tight report. Sent Monday 07:00 to email or Slack. Five minutes and you have the whole week in your head.

    n8ndbt + PostgresGA4 / Meta Ads APIClaude / GPT-4oSlack / email

    Marketing & content

    One blog post → five channels

    Write once; automation publishes to LinkedIn, X, newsletter, YouTube Short script, and TikTok draft.

    You publish an article or record a short video. The automation reads the content, extracts 3–5 key points, and produces channel-specific material: LinkedIn carousel (with image templates), Twitter/X thread, newsletter draft, YouTube Short script, and Instagram caption suggestions. You approve and post — or let the automation schedule directly if you trust the process. Multiplier effect with no extra effort.

    n8nClaude / GPT-4oBuffer / Hootsuite APICanva API for image templates

    Marketing & content

    Competitor watch that emails you when something changes

    Daily automated scraping of competitor pricing, products, job postings, and social media — summarized every Friday.

    The automation scrapes selected competitors daily: price changes, new products, job listings (a signal of where they're growing), press releases, and their social media pace. An LLM identifies changes vs. baseline and writes a tight Friday report: "Competitor A cut prices on X by 15%, hired two reps in Stockholm, launched a B2B feature last week." You get strategic awareness without anyone on your side doing manual research.

    n8nFirecrawl / ApifyClaude / GPT-4oPostgres for history

    Operations & back-office

    Resume screening that doesn't drop strong candidates

    Inbound resumes scored against the role profile, top 15% booked for interviews automatically, the rest get personal rejections.

    When a resume comes in (via email, ATS, LinkedIn), an LLM reads it and scores against your role profile (skills, years of experience, industries, location, salary range). Top candidates get an automatic email with a calendar booking link for an interview. The others get a personally-written, respectful rejection — not a generic form letter. Saves 20+ hours per hire on the HR side, and candidate experience gets better, not worse.

    n8nClaude (long context for CVs)Calendly / Cal.comTeamtailor / Greenhouse

    Customer support

    Reviews that show up on their own

    After each purchase or delivery → smart-timed request → happy customers go to Google / Trustpilot, unhappy ones become support tickets.

    The automation triggers from delivery or order data. 3–7 days later (timing based on product type) the customer gets a short question: "How was it?". If they respond positively, they're guided to leave a public review on Google, Trustpilot, or Reco.se. If negatively, a support ticket is automatically created with their feedback — and you can reach out before they post anything publicly. Result: more 5-star reviews, fewer angry 1-stars.

    n8nShopify / Stripe / billing systemTwilio SMS or emailGoogle / Trustpilot API

    Two ways to work together

    Once we know what to automate, we pick a model. Both work — it depends on how technical your org is and how you want to own the result.

    Modell 1

    Build & hand over

    For teams with their own tech who want to own operations.

    I find where automation has the highest ROI, build the solution, document it, and hand it over. You run it from there. Best fit if you have at least one developer or IT lead who can own the code.

    Fit: You have an in-house developer, IT coordinator, or use Microsoft 365 / Google Workspace with someone who administers it already.

    Modell 2

    Managed automation

    For teams that don't want one more thing to manage.

    I build and run the automations for you. You pay monthly, I monitor everything, fix what breaks, and ship new automations as your needs grow. No technical knowledge required on your side.

    Fit: You want the result without the operational burden. Common model for 5–50-person companies without an IT department.

    Which example resonates most?

    Book a 30-minute call. We walk through your processes and identify where automation has the highest ROI right now. You get a concrete assessment, not a sales script.

    See my services
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