Projects — AI System Demonstrations & Use Cases

// SELECTED AI SYSTEM DEMONSTRATIONS

Not mockups — examples of complete systems we build.

Each demonstration below shows how a real business workflow becomes a connected AI system. Interface content is illustrative — your actual project is scoped around your business.

EVENT STREAM · INBOUND

WHATSAPP · 10:42

Can I change my appointment?

EMAIL · 10:41

Invoice copy request

WEB CHAT · 10:40

Opening hours?

AGENT TRACE

Intent detectedreschedule_booking
Knowledge matchedBooking Policy v2
Model confidence96%
Action executedupdate_slot

CUSTOMER · CRM TIMELINE

Returning customer

ID #C-2048

Booking moved to Fri 3:00 PM

WhatsApp confirmation sent

Staff calendar synced

Human handoff: not required

SLA TIMER12s response

Auto-resolved

Avg response

Human handoff

Knowledge match

Customer wait

FIELD APP9:41

JOB #A142 ASSIGNED

Aircon service · Bangsar

Route · 4.2 km

Technician checked in

Photo uploaded

Signature captured

Completion synced

Teams active

Jobs scheduled

Delayed

SLA risk

Medium

RECENT FIELD EVENTS

9:41Job #A142 completedok

9:39Upload queue3

9:36Job #A139 en route—

MANAGER ALERTS

2 jobs at risk of SLA breach — reassign nearest available team.

Staff utilization · 84%

UPLOAD · SOURCE

Invoice_4471.pdf

VendorABC Supplies

AmountRM 12,840

TaxRM 770.40

PO NumberPO-9182

EXTRACTION CONFIDENCE98.2%

AI EXTRACTION PIPELINE

01Upload
02OCR / Vision extraction
03Field mapping
04Validation rules
05Human review
06ERP / accounting sync

VALIDATION · SYNC

PO matched
Duplicate check passed
Tax format valid
Approval required: amount > threshold

JSON PREVIEW

{
  "vendor": "ABC Supplies",
  "total": 12840.00,
  "po": "PO-9182",
  "status": "review"
}

Audit log updated · ERP sync queued

// SUPPORTING SYSTEM MODULES

More of what we build.

CRM / ERP / Admin Portal

Customer #C-2048ROLE: MANAGER

Order #4471CONFIRMED

Change requestPENDING

ROLE ACCESS RECORD HISTORY APPROVAL MATRIX AUDIT LOG ERP SYNC

Business Reporting Dashboard

AI insight: revenue forecast on track; support volume trending up.

REVENUE FORECAST AI INSIGHT KPI DRIFT DATA SOURCES MONTHLY REPORT

System Integration Layer

10:42POST /webhook/lead82ms

10:42WRITE /db/orders68ms

10:43RETRY /erp/sync#14

WEBHOOK API GATEWAY DATABASE WRITE RETRY QUEUE SYNC HEALTH

Illustrative examples — interface content and figures depict system capability, not specific client results.

USE

CASES

Examples Of What We Build

Not mockups — examples of complete systems we build.

More of what we build.

CRM / ERP / Admin Portal

Business Reporting Dashboard

System Integration Layer

Have a project or workflow in mind?

USE

CASES

Examples Of What We Build

Not mockups — examples of complete systems we build.

AI Customer Operations Command Center

Mobile Workforce App + Admin Control Tower

Document AI Processing Pipeline

More of what we build.

CRM / ERP / Admin Portal

Business Reporting Dashboard

System Integration Layer

Have a project or workflow in mind?