Provider Deep Dives1 min read
What AI actually costs in South Africa
Rand-denominated budgets, dollar-denominated APIs, and the costs South African teams keep missing.
AI Solutions South Africa
Find the right AI solution for your business.
Not sure which AI solution you need? Match your business problem to automation, agents, integration or consulting, and see where each one fits.
Free consultation
Tell us what you're building
Six questions, then pick a time.
- Length
- 45 minutes
- Cost
- Free
- Where
- Google Meet
Would rather just email? support@webparam.org
What problem are you trying to solve?
The most reliable way in. Pick the sentence closest to your situation.
AI solutions by capability
If you would rather come at it from the technology, the catalogue is grouped by what each model is built to do.
- Language40General text generation and understanding
- Reasoning8Extended thinking for math, logic and analysis
- Vision5Image and document understanding as input
- Agents1Tool use, computer use and multi-step autonomy
- Embeddings3Text-to-vector for search and RAG
- Coding4Code generation, review and agentic engineering
- Image6Image generation as output
- Video5Video generation and understanding
- Speech2Text-to-speech and speech recognition
Solution finder
Not sure which one you need?
One question, one starting point. Runs entirely in your browser — nothing is sent anywhere.
Solutions Webparam can build
Examples of the shapes this work usually takes.
AI-powered document workflows
Reading incoming documents, extracting what matters and moving it into the systems that need it.
Internal knowledge and RAG systems
Answering from your own material by retrieving the relevant parts first, rather than from memory.
AI agents
Systems that carry out multi-step tasks using tools, data and business systems.
AI-enabled business applications
Applications built around an AI capability rather than having one bolted on afterwards.
AI workflow automation
Connected processes where AI handles the reading, classifying and drafting steps.
AI system integration
Connecting AI capability to the CRM, databases, documents and APIs already in use.
The model is part of the solution — not the whole solution
The model is one step in a longer chain. Most of what makes a solution work sits either side of it.
- Business problem
- Workflow / application
- Data
- AI capability
- Model / provider
- Human or system action
Choose by business outcome
The same map, arranged by what you want to be true afterwards.
Choosing a solution from South Africa
The solution type is usually decided by the problem, but the technology underneath it is worth choosing with local economics in mind. Providers price in dollars, capability varies sharply by task, and a design that assumes the most expensive model everywhere gets expensive quickly at South African volumes.
What AI actually costs in South Africa Choosing an AI provider from South Africa: latency, rand pricing, and data residency Provider Deep Dives3 mins readChoosing an AI provider from South Africa: latency, rand pricing, and data residency
A local region doesn't mean local inference, a rand invoice doesn't mean rand exposure, and POPIA doesn't require in-country processing. The three questions South African teams should answer before committing to an AI provider.
How Webparam helps choose the right solution
Understand the problem
Starting from the business outcome rather than from a technology someone has read about.
Identify the approach
Automation, integration, a custom build or none of the above — decided against the problem.
Choose the technology
The capability the job needs, then the model and provider that suit it at your volume.
Build or implement
A narrow first version that does something real, evaluated before it is widened.
Frequently asked questions
What are AI solutions for business?
A broad term covering several different things: automating repetitive processes, connecting AI to existing systems, building custom applications or agents, and retrieval systems that answer from a company's own information. Which one is meant depends entirely on the problem being solved.
What types of AI solutions can Webparam build?
AI-powered document workflows, internal knowledge and retrieval systems, AI agents, AI-enabled business applications, AI workflow automation and AI system integration.
How do we know which AI solution is right for us?
Start from the problem rather than the solution. If the cost is repetitive work, automation. If it is handoffs and approvals, workflow automation. If information is hard to find, a retrieval system. If systems do not talk to each other, integration. If none of those is clearly it, that is what a consulting conversation is for.
Can AI work with our existing systems?
Yes, and that is usually the sensible design. AI capability is connected to the CRM, databases, document stores, email and internal APIs you already run, so it works with your information and returns results where your team already is.
Do we need a custom AI model?
Very rarely. Most business problems are solved by combining existing models with your own data, tools and workflow rather than by training something new. Training a model is expensive, slow to iterate on, and usually not the part that determines whether the result is useful.
Can Webparam help us choose between different AI providers?
Yes. The catalogue on this site is built for that comparison, with models grouped by what they are built for and providers listed side by side. Which one fits depends on the task, the volume and the budget.
Still not sure? That is fine
Describe the problem and we will tell you which of these it actually is. Free 45-minute call, no obligation.
Free consultation
Tell us what you're building
Answer six questions and pick a time. No charge, no obligation.
- Length
- 45 minutes
- Cost
- Free
- Where
- Google Meet
Would rather just email? support@webparam.org