AI systems studio for ambitious businesses.

We design, build and operate custom AI agents and automation systems that plug into your existing stack – from WhatsApp journeys to full back-office workflows.

Messaging Architecture Slack Bots WhatsApp Business API OpenAI ChatGPT Anthropic Claude Google Gemini Supabase Vector Databases
Messaging Architecture Slack Bots WhatsApp Business API OpenAI ChatGPT Anthropic Claude Google Gemini Supabase Vector Databases

Trusted by South Africa's Leaders

GROWTHPOINT PROPERTIES
G
Property Central
ULTRALIQUORS
Eris Property Group
REDEFINE PROPERTIES
FIDELITY
ADT
agra A BETTER LIFE
Kyalami Corner
Centurion More

Core Capabilities

We don't sell 'AI'. We sell functioning, autonomous business systems.

Workflow Architecture

We map your messy human processes and rebuild them as elegant, automated state machines. Error handling, human-in-the-loop, and full observability included.

99.9%
Uptime
<200ms
Latency

Autonomous Agents

Customer support, lead qualification, and research agents that live in your Slack or CRM.

Knowledge Bases

RAG pipelines that turn your company PDFs and Notion docs into queryable intelligence.

Omnichannel Messaging

Unified automated communication across the platforms your customers actually use.

WhatsApp Business Instagram Facebook Messenger Slack Microsoft Teams

AI Strategy & Enablement

We don't just build; we empower. Workshops, feasibility assessments, and staff training to ensure your team is AI-ready and future-proof.

System Integration

We glue the unglueable. Legacy SQL databases speaking to modern LLMs. SOAP APIs wrapped in GraphQL. If it has an interface, we can automate it.

Salesforce
HubSpot
Xero
SAP
SharePoint
Oracle
Microsoft Dynamics
Sage
Custom SQL

How We Work

From chaos to autonomous order in weeks, not months.

1

Audit & Map

We deep-dive into your existing workflows to identify high-value automation targets.

2

Architect

We design the agentic system, selecting the right models and tools for the job.

3

Build & Integrate

Our engineers build the agents and connect them to your existing stack.

4

Deploy & Train

We launch the system and train your team on how to interact with their new AI colleagues.

5

Manage & Evolve

We monitor performance 24/7 and continuously improve the system.

Our Areas of Expertise

We go beyond simple chatbots to build integrated systems that drive real operational efficiency.

API & MCP Standards

Future-proof your stack with Model Context Protocol (MCP) servers that standardize how your AI reads and writes data.

AI Strategy & Roadmaps

We map your high-value processes and design an automation roadmap that aligns with your business goals.

AI Agents & Automation Systems

We design and run domain-specific AI agents and reliable rules-based workflows (for example WhatsApp flows) when AI isn’t the right tool.

System Integration

Seamlessly connect your legacy software with modern AI capabilities without replacing your core tech.

Data Infrastructure

Clean, structured data pipelines that feed your AI systems with high-quality, relevant information.

SEO & LLM Optimisation

Ensure your brand is visible not just on Google, but in AI responses from ChatGPT, Claude, and Perplexity.

AI Dashboards

Real-time visibility into your AI operations with custom reporting and performance metrics.

Industries We Work With

Deep domain expertise across key South African sectors.

Retail & Liquor

  • AI messaging agents on WhatsApp & web for customer engagement
  • AI-driven loyalty & promo journey agents
  • AI agents over POS & sales data for stock & sales intelligence

Shopping Centres

  • AI concierge agents for shoppers (WhatsApp / web / kiosks)
  • Tenant communication agents for updates & requests
  • AI analytics agents for footfall & shopper behaviour insights

Property Management

  • Tenant self-service AI agents for statements, balances & FAQs
  • AI-assisted maintenance logging, routing & status updates
  • Lease, billing & notice automation powered by AI agents

Hospitality & Student Living

  • Onboarding agents for guests & students
  • Booking & reminder agents across messaging & email
  • Guest / student support agents for FAQs & issues

Medical & Healthcare

  • Patient intake & pre-screening agents
  • AI-assisted triage & routing to the right team
  • Follow-up & reminder agents for patient communication

Safety & Field Ops

  • Incident capture & escalation agents for control rooms
  • Job assignment & route optimisation agents for field teams
  • Scheduling & check-in agents for field staff

Don't see your industry?

We adapt to any sector with structured data.

Ask if we can help

Why choose Woosh as your AI Partner?

1

Custom, not cookie-cutter

We don't force you into a template. We build systems that map to your unique operational reality.

2

Built on your existing tools

No massive migrations. We enhance the stack you already have.

3

Fast pilots, measurable outcomes

We deploy initial value in weeks, not months, with clear ROI metrics.

4

Local South African Context

We understand the local business landscape, challenges, and opportunities.

Avg. Development Time
2-4 Weeks vs 6+ months traditional dev
System Compatibility
100% API-first approach
Support Location
Johannesburg Local time zone

Ready to modernize?

Schedule a Discovery Call

Woosh AI Suites

Flexible engagement models designed for your stage of growth.

Starter Suite

For small teams automating key tasks

R3,800/month
  • Strategy Workshop
  • 1 Custom AI Workflow
  • Basic CRM Integration
  • Email Support
Start Small
Most Popular

Growth Suite

For scaling businesses needing robust ops

R14,500/month
  • Full Operations Audit
  • Up to 4 Custom AI Agents
  • Full Stack Integration
  • Priority Support
  • Monthly Optimisation
Scale Up

Enterprise Suite

For organisations transforming fully

Custom
  • Enterprise Architecture
  • Unlimited Workflows
  • Custom Internal Tools
  • Dedicated AI Architect
  • SLA & 24/7 Monitoring
Contact Sales
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Let's architect your AI Future

Schedule a technical deep-dive with our lead systems architects. No sales fluff, just engineering and strategy.

30-Minute Strategy Session

We'll review your stack and identify high-value automation targets.

Custom Solution Mapping

Walk away with a rough architectural diagram of your potential AI system.

No Obligation

Pure value exchange. If we're not the right fit, we'll tell you honestly.

Frequently Asked Questions

Do all your solutions use AI models?
Not always. Some problems are best solved with AI agents, others with fast, reliable automation. We build both – from fully AI-powered agents to rules-based WhatsApp and web flows – and we’ll recommend the simplest approach that gets you the outcome.
Are you a marketing or ad agency?
No. We're an AI systems studio. We don't run media or creative campaigns. We design, build and operate the systems behind your customer experience – AI agents and automation workflows that handle things like enquiries, bookings, tenant requests, competitions and internal processes. Agencies often bring us in to build these systems for their clients; businesses work with us directly when they want their own AI-powered ops layer.
What's an AI agent and what's a workflow?
Think of an AI agent as a digital team member that has one main job – for example, answering tenant questions, qualifying leads, or capturing incident reports. A workflow is the step-by-step playbook that agent follows: if the customer says this, check that; if the data looks like this, send it there. We design both the "digital team member" and the playbook they follow, so the work gets done reliably, 24/7, inside your existing tools – while your human team focuses on the conversations and decisions that actually need people.
How do we start?
We begin with an AI Clinic - a focused session to map your needs and identify the best starting point.
What tools do you work with?
We are platform agnostic. We work with OpenAI, Anthropic, LangChain, and your existing internal stack.
Do you only work in South Africa?
Our HQ is in Johannesburg, but we serve clients globally. However, our on-site workshops are primarily in SA.
What if our data is messy?
That's normal. Part of our process involves data cleaning and structuring to make it AI-ready.
What does “fair-use AI model usage” mean?
Each suite includes a budget for the costs of the AI models themselves (LLM costs). We size it based on your expected traffic. For normal usage, you won’t ever think about it. If your volume ends up being dramatically higher than planned for a few months in a row, we’ll talk about options before any extra costs are incurred.
What counts as a change request vs a new project?
If it’s a tweak or small extension to an existing agent or workflow, it’s a change request. If it’s a completely new flow, a major redesign, or involves a new system, we treat it as a new managed solution or a separate project and scope it with you.
Can we do one month, get everything built, and then cancel?
No. We either agree a once-off implementation project plus a shorter-term Suite, or we roll the build into a longer commitment. That way we can design properly, launch safely, and support your team as they adopt the system.

Bring us one process.
We'll map the AI version.

Comprehensive process audit
Feasibility assessment
ROI projection
Implementation roadmap