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Results

The kind of numbers AI adoption should produce.

These are illustrative examples based on typical SA SMB workflows, not yet client-verified results. Real case studies with named clients are being added as pilot engagements complete.

IllustrativeR142,000a year, in the logistics example below

Illustrative examples

Logistics Operator — East Rand

Illustrative
Transport & Logistics

Challenge: POD processing taking 30 hours/week, quotes delayed by 24 hours, customer status updates sent manually

Solution: Implemented Claude-powered OCR for POD reading, automated quote generation, WhatsApp status notifications

28 hrs/week
Hours saved/week
R142,000/year
Annual value
8 weeks
Payback period

Accounting Firm — Johannesburg

Illustrative
Professional Services

Challenge: Tax client onboarding taking 14 hours per client, deadline tracking scattered across spreadsheets

Solution: Copilot for document intake automation, AI-powered deadline alerts, client comms via email

18 hrs/week
Hours saved/week
R98,000/year
Annual value
12 weeks
Payback period

Medical Practice — Johannesburg

Illustrative
Healthcare

Challenge: Appointment admin taking 6 hours/day, medical aid auth forms delaying patient care

Solution: Implemented AI appointment booking (SMS/WhatsApp), Claude-powered auth form generation

12 hrs/week
Hours saved/week
R74,000/year
Annual value
10 weeks
Payback period

Law Firm — Johannesburg

Illustrative
Legal Services

Challenge: Contract review taking 4 hours per document, engagement letters templated but time-consuming

Solution: Claude for contract review (AI flags key terms, risks), automated engagement letter generation

22 hrs/week
Hours saved/week
R115,000/year
Annual value
9 weeks
Payback period

Manufacturing Distributor — Boksburg

Illustrative
Wholesale & Distribution

Challenge: Quote generation taking 90 minutes per request, inventory reporting manual

Solution: AI quote automation (pull rates, pricing, stock), automated weekly inventory reports

25 hrs/week
Hours saved/week
R130,000/year
Annual value
8 weeks
Payback period

GP Practice — East Rand

Illustrative
Healthcare

Challenge: Billing follow-up scattered, claims tracking spreadsheet, patient reminders sent manually

Solution: Automated claim tracking, AI-powered patient reminders (SMS/WhatsApp), unpaid invoice reports

10 hrs/week
Hours saved/week
R62,000/year
Annual value
14 weeks
Payback period

What would your business look like with 15+ hours freed up every week?

Start with a free AI Scorecard call — we'll map your biggest time-sinks and show you your payback period.

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