Nine production-ready automation patterns we ship for SMBs. Each one is shown as an anonymized industry example with realistic outcome ranges — filter by industry or complexity to find the one closest to your business.
Book a 15-min discovery call. We’ll show you the closest pattern to your situation and rough numbers for a 72-hour first deployment.
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Multi-location retail chain
Retail
AI predicts product demand by store and adjusts inventory levels — flagging slow movers, triggering reorders for fast movers.
Time Saved
12–18 hours/week
Cost Reduction
20–28%
Revenue Increase
15–22%
Payback Period
3–5 months
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Quick-service restaurant chain
Restaurant
AI kiosks recommend items based on time of day, weather, and order history — boosting average ticket size and reducing decision time.
Time Saved
6–10 hours/week
Cost Reduction
12–18%
Revenue Increase
18–25%
Payback Period
2–4 months
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Last-mile logistics operator
Shipping
AI plans efficient delivery routes per region in real time — fuel optimized, ETA-aware, and rerouting on traffic events.
Time Saved
15–25 hours/week
Cost Reduction
25–35%
Revenue Increase
10–18%
Payback Period
2–4 months
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Multi-hospital healthcare network
Healthcare
AI builds nurse schedules balancing patient acuity, nurse availability, certifications, and labor rules — surfaces conflicts before they hit the floor.
Time Saved
10–15 hours/week
Cost Reduction
15–22%
Revenue Increase
8–15%
Payback Period
4–6 months
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Regional banking network
Finance
AI predicts ATM cash needs by location to reduce refills and downtime — and flags exception patterns for ops review.
Time Saved
20–30 hours/week
Cost Reduction
30–40%
Revenue Increase
5–12%
Payback Period
2–4 months
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Boutique hotel group
Hospitality
AI analyzes guest preferences and stay history to personalize offers, room setup, and concierge recommendations during the stay.
Time Saved
8–12 hours/week
Cost Reduction
10–15%
Revenue Increase
22–32%
Payback Period
3–5 months
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Regional grocery chain
Grocery
Computer-vision agent monitors produce freshness in real time and alerts staff to expiring items for markdown or removal.
Time Saved
15–20 hours/week
Cost Reduction
20–28%
Revenue Increase
10–18%
Payback Period
3–5 months
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Consumer finance / credit card issuer
Financial Services
AI chatbot answers account questions, handles balance/transaction queries, and routes complex cases to humans with full context.
Time Saved
25–35 hours/week
Cost Reduction
35–45%
Revenue Increase
8–14%
Payback Period
2–3 months
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Aerospace component manufacturer
Manufacturing
AI vision inspects composite materials for defects on the line — flagging anomalies before they reach assembly, with full audit trail.
Time Saved
30–40 hours/week
Cost Reduction
22–32%
Revenue Increase
8–15%
Payback Period
5–7 months