The same expert agents, running on hardware you own, at zero API cost. Here's why that matters.
You're paying $20/month for ChatGPT Plus or Claude Pro. Your dev team spends $500+/month on API calls. But a generic chatbot doesn't know POPIA from CCMA, can't produce a board-ready financial pack, and sends your confidential data overseas.
200+ skills covering SA regulations, financial frameworks, and technical standards. Not generic — expert guidance grounded in your market.
Sessions maintain context. Your fractional CFO remembers your ARR, burn rate, and last quarter's board discussion.
Agents query databases, generate documents, and orchestrate workflows. Actual work product, not just text.
Financial models, client data, legal documents — none leaves your network. POPIA compliance by architecture.
Once running, every query costs electricity only. 10,000 calls/day — same bill. Scale without API anxiety.
No rate limits, no downtime, no pricing changes. Works offline — even during load shedding with a UPS.
Real SA business scenarios — VAT registration, CCMA procedures, pipeline analysis, IoT BOMs, medical coding — tested on local hardware.
| # | Model | Pass Rate | Avg Speed | Best For |
|---|---|---|---|---|
| 1 | gemma4:e2b | 100% (80/80) | 51.3s | Fast, reliable default |
| 2 | gemma4:e4b | 100% (76/76) | 105.5s | Detailed analysis |
| 3 | qwen3:8b | 92% (70/76) | 131.2s | Code & structured output |
| 4 | qwen3:14b | 96% (55/57) | 159.8s | Knowledge synthesis |
| 5 | deepseek-r1:8b | 93% (53/57) | 97s | Chain-of-thought reasoning |
Hardware: Mac Mini M4 (24GB) · Ollama on Apple Silicon · Full benchmark data at hw-reports.pages.dev
Browse actual deliverables produced by these agents — marketing plans, financial models, legal analysis, and more.
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