Software Architecture AI provides CTO-as-a-Service for founders and startups building AI-powered products, plus brand-voice AI systems that let customer communication sound like a person, not a template.
What is Software Architecture AI?
Software Architecture AI, created by architect Jörg Amelunxen, combines two core offerings: technical architecture judgment for AI-coded prototypes, and AI coaching/brand-voice systems for small and medium businesses. On the technical side, it takes an existing codebase or prototype and produces production-ready architecture, security reviews, and scaling strategies. On the brand side, it takes a business’s email, service, and social channels and outputs AI agents that speak in the company’s own tone. The platform is delivered remotely via fixed‑fee engagements or project‑based development.
Key Features
- Vibe‑Coding Rescue — Takes over an AI-coded prototype and rebuilds it to production standards: bug control, honest architecture/security assessment, and refactoring so the system carries real customers.
- API & Integration Hardening — Turns a happy‑path AI integration into one that survives timeouts, rate limits, error responses, and edge cases that break at 2am.
- Brand Voice Audit (€1,490) — A week‑long diagnosis that produces a concrete list of places where a company’s brand no longer sounds like itself (email, service, social). Full fee credited toward a build project.
- Service Routing Audit (€1,490) — Week‑long analysis of customer‑service requests, sorted by which ones test the brand and which cost it, before any bot is built.
- Founder Knowledge Inventory (€1,490) — Documents what lives only in the founder’s or team’s head, so it remains accessible when they aren’t in the room.
- AI Coaching (fixed fee, no hourly billing) — A 60‑minute walkthrough for €99 that produces three concrete action points; no follow‑up commitment.
- Custom Software Development — Builds a bespoke AI application, workflow system, or integration when no off‑the‑shelf tool fits. Project‑dependent, personal support.
Who is it for?
- Founders of AI‑powered startups who need a senior technical opinion on architecture, security, or scalability after vibe‑coding a prototype.
- Values‑driven mission brands (e.g., DTC companies) that want to use AI without losing their voice — especially in email, customer service, and social replies.
- Small business owners whose day is consumed by repetitive tasks — they get coached to deploy AI tools that handle booking requests, review responses, or knowledge management, freeing them for human moments.
What can you do with Software Architecture AI?
- Rescue an unstable AI‑coded prototype — Send a half‑working app built with Copilot or similar, and get a production‑ready version with proper error handling and security.
- Make customer service sound like a real person — Deploy the brand‑voice engine that swaps corporate register for first‑name address, kills “Dear customer” / “unfortunately”, and routes requests based on lifetime value (e.g., 50%‑off voucher heuristic for loyal customers).
- Document founder knowledge — Use the Knowledge Inventory to capture tribal knowledge (e.g., care‑instruction error policies) so the business runs when the founder isn’t present.
How does Software Architecture AI work?
Start with a 60‑minute walkthrough for €99 — no pitch, only a conversation where you describe your situation and the architect listens, asks follow‑ups, and sorts with you. If a fit exists, you can book a one‑week diagnosis (Brand Voice Audit, Service Routing Audit, or Knowledge Inventory) for €1,490 each. The diagnosis stands alone or is fully credited toward a larger build. Larger projects use agile development with project‑dependent pricing.
