Education: BCom Accounting, University of the Witwatersrand
Experience: 8+ years in software development
Writes about: Business, AI & intelligent systems
“Businesses can only make smart decisions when they have intelligent systems in place.”
About Suprise
Suprise Nkosi is the founder of Chainbook. Suprise holds a BCom Accounting degree from the University of the Witwatersrand and brings over eight years of hands-on software development experience. That rare intersection of financial rigour and engineering precision became the foundation of Chainbook.
Suprise founded Chainbook on a single conviction: that African professionals deserve world-class business software. Drawing on a background in accounting, financial services and systems design, Suprise set out to close the gap between ambition and capability, building tools that give businesses the clarity they need to make truly smart decisions.
Today, Chainbook builds intelligent systems for accountants, psychologists, GPs, hoteliers and financial advisors, from property and loan management to financial accounting.
All Nkomazi SMME contractors with CIDB grades 1 to 3 are urged to register on the Nkomazi SEZ MSME contractor database before it fills up. Only registered SMMEs will be invited to the SEZ roadshow. Here is who qualifies, what you need and how to register safely.
Where South African government tenders are published online and how to find them: the eTender portal, CSD quotations, municipal, provincial and SOE tender pages, procurement plans, alert services and a simple weekly search routine.
Working from home doesn't automatically earn you a tax deduction. Here's who qualifies for SARS's home office deduction, what you can and can't claim, how to calculate it, and the myths that get claims rejected.
A viral post claims South Africans are swapping ATMs for supermarket tills. We checked nine claims against the SARB's Cost of Cash research: the numbers mostly hold up, but the headline doesn't.
WhatsApp now lets parents supervise teen accounts. Here is when the feature launched, why, what parents can and can't see, and an interactive step-by-step guide to setting it up together.
Every document you may need to file your 2026 individual tax return on SARS eFiling, who needs it and where to get it, with an interactive checklist you can personalise, track and download.
The final part of the Building AI Agents series: the protocols that let agents talk to tools, to each other, to payment systems and to users, including MCP, A2A, UCP, AP2, A2UI and AG-UI.
Part six of the Building AI Agents series: five workflow patterns that make agents reliable, how vector embeddings and reranking power RAG, and how events drive an agent's lifecycle.
Part five of the Building AI Agents series: how the tool loop works, controlling it with stop conditions, structured output, rules, Agent Skills, and delegating work to subagents.
Part four of the Building AI Agents series: what agent context is, how memory lets agents learn over time, and how tools turn a language model into an agent that can act.
Part three of the Building AI Agents series: how to prompt a model with text prompts, instructions (system prompts) and message prompts, including files, images and tool calls.
Part two of the Building AI Agents series: choosing an agent development tool, how the Vercel AI SDK and Mastra fit together, connecting to AI providers, and why streaming beats waiting.
The first part of a seven-part series on building AI agents: what an agent is, the key terms you need to know, the environments agents work in, and real examples of agents in action.
A practical seven-step guide to winning government tenders in South Africa: CSD registration, tax compliance, finding bids on eTenders, SBD forms, preference points and avoiding common disqualifications.
Great content is only half the job. A five-step plan for making your blog discoverable on Google, YouTube, Facebook and AI assistants like ChatGPT, plus a pre-publish checklist.
