Inspired By Frustration
AI Software Development That Understands Your Business.
Ten years delivering enterprise projects. Now building AI software myself — because I finally speak both languages fluently.
Most AI developers understand the tech. Few understand the business. After a decade running complex enterprise engagements, I switched sides. Now I build AI-powered products end-to-end, 3–5x faster than traditional development. No lost-in-translation briefs. No six-month delivery cycles.
What we deliver
AI Product Development
From business problem to shipped product. I translate your goals into architecture, build the AI layer, and deliver working software — not a prototype that needs a rewrite.
Business Process Automation
Identify where AI creates the most leverage in your workflows. Build LLM integrations, agentic pipelines, and MCP servers that eliminate real business bottlenecks.
MVP & Rapid Validation
Validate your idea in weeks, not months. AI-accelerated development means you get real user feedback before your competitors finish their discovery phase.
Enterprise AI Platforms
Governance, access control, audit trails, and multi-tenant architecture for organisations deploying AI at scale.
Why us
Business First, Tech Second
A decade delivering enterprise projects taught me what business actually needs. I start with outcomes, not architecture.
50+ AI Products Shipped
AppHandoff, MCP Beast, Shadow Post, Context Capture — production software with real users, not portfolio demos.
No Handoffs, No Overhead
One person owns everything end-to-end: requirements, architecture, frontend, backend, AI layer, and deployment.
Let's turn your business problem into a product.
Tell me what you're trying to solve — not the technical spec, just the problem. I'll tell you what's buildable, what it'll take, and whether AI is actually the right answer.
Get in touchFAQ
How much do AI software development services cost?
A focused MVP with AI integration typically runs $5,000–$20,000. A full SaaS product with custom AI workflows, authentication, and admin tooling is usually $20,000–$60,000+. Fractional or embedded engagements are priced per sprint or monthly retainer.
What makes AI software development different from traditional development?
AI-accelerated development uses LLMs like Claude and Cursor to write and review code 3–5x faster than traditional approaches. The key difference for businesses isn't just speed — it's that the developer's role shifts to architectural judgment and outcome alignment.
Can AI replace software developers?
AI tools dramatically accelerate development, but they don't replace the need for experienced engineering judgment. Architecture decisions, security boundaries, performance optimization, and production hardening still require a skilled human.