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.
Trusted by South Africa's Leaders
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.
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.
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.
How We Work
From chaos to autonomous order in weeks, not months.
Audit & Map
We deep-dive into your existing workflows to identify high-value automation targets.
Architect
We design the agentic system, selecting the right models and tools for the job.
Build & Integrate
Our engineers build the agents and connect them to your existing stack.
Deploy & Train
We launch the system and train your team on how to interact with their new AI colleagues.
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
Why choose Woosh as your AI Partner?
Custom, not cookie-cutter
We don't force you into a template. We build systems that map to your unique operational reality.
Built on your existing tools
No massive migrations. We enhance the stack you already have.
Fast pilots, measurable outcomes
We deploy initial value in weeks, not months, with clear ROI metrics.
Local South African Context
We understand the local business landscape, challenges, and opportunities.
Ready to modernize?
Schedule a Discovery CallWoosh AI Suites
Flexible engagement models designed for your stage of growth.
Starter Suite
For small teams automating key tasks
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Strategy Workshop -
1 Custom AI Workflow -
Basic CRM Integration -
Email Support
Growth Suite
For scaling businesses needing robust ops
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Full Operations Audit -
Up to 4 Custom AI Agents -
Full Stack Integration -
Priority Support -
Monthly Optimisation
Enterprise Suite
For organisations transforming fully
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Enterprise Architecture -
Unlimited Workflows -
Custom Internal Tools -
Dedicated AI Architect -
SLA & 24/7 Monitoring
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.