Chartered Accountant·AI Systems·Product Engineering
Built for founder-led startups that want clean scale

Build your startup on structure —not chaos.

I partner with founders to design scalable financial architecture, build AI-native systems, and engineer SEO-ready growth infrastructure — so you ship fast and scale cleanly.

Book a strategic callExplore services
Typical reply within 24 hours • Clear scope & timeline
Financial clarity

Reporting-ready foundations: accounts hierarchy, KPI definitions, dashboards.

AI as infrastructure

Workflows, guardrails, reliability — not “chatbot demos”.

SEO foundations

Clean architecture that ranks and converts over time.

What we build
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MVP with clean foundations

Auth, payments, admin, analytics — built to become production.

Reporting + KPI visibility

Metrics you can trust, definitions that don’t change weekly.

AI workflows that don’t break

Repeatable automation with logging, fallbacks, guardrails.

SEO structure that compounds

Pillars + internal linking + performance-first pages.

Featured insights

Frameworks and practical notes on financial architecture, AI infrastructure, and SEO systems that compound.

Want this applied to your product?
Share your timeline and must-haves — I’ll propose scope, architecture direction, and delivery plan.

What you get (and why it compounds)

Startups don't fail from lack of features — they fail from messy structure, weak data, and unclear visibility. We build foundations that compound.

Pillar 01

Financial & Data Architecture

Chart of accounts hierarchy, reporting structures, KPI definitions, and clean data models — so decisions are clear from day one.

  • • Scalable account structure
  • • KPI definitions + dashboards
  • • Clean entities + permissions
Pillar 02

AI-Native Product Delivery

MVP to production systems — built with modern architecture, automation, and maintainability from day one.

  • • Next.js + Supabase platforms
  • • AI workflows + automations
  • • Secure, scalable backend patterns
Pillar 03

SEO & Growth Infrastructure

Structured pages and technical foundations that rank and convert — without constant rebuilds.

  • • Information architecture
  • • Technical SEO + performance
  • • Conversion-first landing pages
Want the pillars mapped to your product?
I’ll propose scope, timeline, and the architecture direction that prevents rewrites.

Built by a Chartered Accountant who engineers systems.

Most “AI builders” understand features. I focus on structure — financial visibility, clean data models, and scalable architecture — so your startup can grow without rewrites.

Financial-first thinking

Reporting-ready foundations: accounts hierarchy, KPIs, decision-grade dashboards.

Systems over shortcuts

Clean architecture that supports scale, security, and maintainability from day one.

Growth that compounds

SEO + information architecture designed to rank and convert without constant rebuilds.

Want a realistic MVP plan?

Share what you're building and your timeline — I'll suggest next steps, a delivery plan, and the right architecture.