Illustrative Blueprints

See what's possible.

Explore these illustrative examples of the deterministic AI agents and automated workflows Argo can build for your business to eliminate manual work, accelerate response times, and scale operations.

+340%Viewing Volume Surge
60 hrsSaved per Month
-78%Call Center Load
4h → 8mPer 100 Invoices Processed
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Real Estate• Johannesburg & Pretoria
Kaya Properties
+340%More qualified viewings per month

“From 3-hour response times to instant lead capture”

Property24 leads used to wait up to 3 hours for broker callbacks, resulting in dropped inquiries and lost rental commissions. Argo deployed a 24/7 WhatsApp AI qualification agent that validates pre-approval status, checks buyer budgets, and automatically books calendar viewings within 45 seconds of inquiry.

< 45s (was 3h)Response Time
84% automatedLead Qualification
+12 in month 2Closed Mandates
“Our brokers now wake up to packed viewing calendars with pre-qualified buyers. We closed 12 more sales in month two alone.”

— Sipho Sithole, Principal Broker

WhatsApp Business APIProperty24 WebhooksHubSpot CRMCalendar Booking
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Beauty Salon• Kloof Street, Cape Town
Glow Studio
60 hrsMonthly admin saved • 0 no-shows

“Fully booked. No receptionist.”

Operating a busy Kloof Street salon with six stylists meant the owner spent evenings responding to missed booking calls and losing 15% of daily revenue to last-minute no-shows. We built a custom WhatsApp booking bot that manages calendar availability, collects deposits, and sends timed automated reminders that completely eliminated abandoned appointments.

60 hrs / monthAdmin Saved
0% (down from 15%)No-Show Rate
92% of bookingsSelf-Service
“It feels like having an attentive full-time receptionist who never sleeps, takes leave, or makes double-booking mistakes.”

— Chloë van der Merwe, Salon Owner

WhatsApp Booking BotFresha IntegrationPayFast DepositsSmart Reminders
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Logistics & Freight• Durban / Gauteng Corridors
SwiftCargo SA
78%Reduction in call center volume

“Parcel tracking, automated.”

Dispatch operators handled over 1,400 daily inquiries asking 'Where is my parcel?' across cross-provincial freight routes. Argo engineered a WhatsApp self-service bot integrated directly with SwiftCargo's warehouse management system, allowing consignees to get instant real-time waybill status updates and POD copies without human intervention.

-78% volumeCall Center Load
< 2s responseLookup Speed
18,500+ chatsMonthly Trackings
“Our customer support team went from drowning in tracking queries to focusing entirely on high-value corporate freight accounts.”

— Bradley Naidoo, Head of Operations

WhatsApp APITMS Live DatabaseWaybill TrackerAutomated POD
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Accounting Firm• Sandton, Gauteng
Nexus Financial
4h → 8mPer 100 invoices (96.7% faster)

“Invoice processing on autopilot.”

The bookkeeping team was buried under hundreds of multi-format supplier PDFs and manual data entry errors every month-end. Our custom Document AI pipeline automatically ingests email invoices, extracts line items with 99.4% accuracy, validates VAT calculations against SARS rules, and reconciles entries into Xero in seconds.

4 hours → 8 minsCycle Speed
99.4% verifiedData Accuracy
100% VAT checkedSARS Compliance
“Month-end used to mean 3 days of late-night invoice keying. Now 500 invoices process cleanly while we have lunch.”

— Karen Botha, CA(SA), Managing Partner

Document AI (OCR)Xero Two-Way APISARS VAT ValidatorMulti-Currency
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01 // Deterministic Logic

Zero Hallucinations

Every workflow uses deterministic state machines and strict JSON schemas. Customer interactions stay on-brand and mathematically bounded.

02 // Local Infrastructure

Built for South Africa

WhatsApp-first interfaces, deep integrations with Sage, Xero, PayFast, and fault-tolerant retry queues designed for local network conditions.

03 // Full Data Sovereignty

POPIA Compliant

Customer data is encrypted end-to-end, never shared with third-party advertisers, and never used to train public generative models.

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Tell us your biggest manual bottleneck. We'll design an automation blueprint in 48 hours and build a working pilot. You only pay once it's live and saving you measurable hours.

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✓Zero Upfront Commitment
✓Pay Only When Live
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