Case studies

Systems we have built

Our clients stay anonymous. We describe the work and the industry, never the client.

Client communication

Related service: Intelligent client communication

WhatsApp-first contact centre

An enterprise contact centre built around WhatsApp, with one isolated instance per client. A voice phase is planned.

  • WhatsApp Cloud API
  • Multi-instance

Omnichannel agent workspace

One workspace for email, WhatsApp, SMS and voice, with call transcription added to each client’s history.

  • Email
  • WhatsApp
  • SMS
  • Voice

Click-to-dial preview dialler

A web-based preview dialler: agents see the record, then dial from the browser through a WebRTC softphone.

  • Asterisk
  • WebRTC

WhatsApp application with Android app

A WhatsApp messaging application, including a companion Android app.

  • WhatsApp
  • Android

SMS automation suite

Scheduled SMS sending with inbound replies, POPIA compliance controls and a Monday.com integration.

  • SMS
  • POPIA
  • Monday.com

Operator and supervisor panel

A replacement for the FOP2 operator panel on FreePBX, giving operators and supervisors a live view of the phone system.

  • FreePBX
  • Asterisk

Voice gateway administration

An admin interface for a voice gateway: accounts, caller IDs, trunks and unanswered-call follow-up.

  • SIP trunks
  • Telephony

Prediction & BI

Related service: Prediction models & machine learning

A South African debt-review company

Client retention model

A machine-learning model that predicts which active clients may leave, with an explanation for each prediction and a documented fairness audit, so staff can reach out in time.

  • Machine learning
  • Explainable
  • Fairness audit

ID pool allocation with success analytics

A service that allocates identifiers from a managed pool and tracks success rates to inform how they are used.

  • Analytics
  • API

Usage and billing reporting

Management reports on Wi-Fi usage, and billing reports produced with JasperReports.

  • Reporting
  • JasperReports

Payments BI pipeline

A business-intelligence pipeline over payments data, feeding management reporting.

  • BI
  • Data pipeline

Integrations

Related service: System integrations

Secure WhatsApp webhook broker

A store-and-forward broker that receives WhatsApp webhooks and passes them on reliably, so internal systems never face the internet.

  • Webhooks
  • Retries
  • De-duplication

Static-IP Odoo relay

A relay that lets Google Apps Script reach an Odoo ERP through a fixed IP address, without handing scripts the ERP credentials.

  • Odoo
  • JSON-RPC
  • Google Apps Script

Debt-review proposal gateway

An integration that submits debt-review proposals to a bank’s API.

  • Banking API
  • Debt review

Security & infrastructure

Related service: AI-powered security & infrastructure monitoring

AI-powered vulnerability scanner

A vulnerability scanner with AI triage running on a self-hosted model, prioritising findings and suggesting fixes.

  • Ollama
  • Self-hosted AI

Incident detection and paging

Incident detection over Wazuh SIEM data, with evidence timelines and Telegram and email paging.

  • Wazuh
  • Telegram
  • 24/7

Multi-tenant network path monitoring

Distributed monitoring of network paths for multiple tenants, detecting outages, route changes and degradation.

  • Network monitoring
  • Multi-tenant

MikroTik fleet audit

Discovery, configuration audit, security checks and monitoring across a fleet of MikroTik routers.

  • MikroTik
  • Config audit

Email diagnostics toolbox

Self-hosted email diagnostics in the style of MXToolbox: DNS, SPF, DKIM, DMARC, blacklist and deliverability checks.

  • DNS
  • SPF/DKIM/DMARC

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