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Case studies in AI Product Development

Real project write-ups and essays from senior engineering — how we ship AI-native software, from MVP to production scale.

Deal.ee — AI-Indexed Business Intelligence and Marketplace for Estonia
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Deal.ee — AI-Indexed Business Intelligence and Marketplace for Estonia

Deal.ee turns Estonia's public business data into a fast, AI-citable intelligence layer — ~368,000 companies across 19 government datasets, refreshed daily in Estonian, Russian and English — and adds a verified-company marketplace where businesses claim their profile by national eID, with an offers layer — products, services, real estate, jobs and investments — rolling out on top. Built in Go on PostgreSQL, engineered to be cited by ChatGPT, Claude, Perplexity and Gemini.

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3DCraft — A Storefront That Prints Itself, on a Trilingual SEO + GEO Engine

We launched 3DCraft's trilingual storefront in 2025 and rebuilt it in 2026 — a WebGL hero that 3D-prints itself as you scroll, over a local SEO + GEO engine built to be cited by AI assistants. Operations run on ERPFlow.ai.

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CarFog — A Trilingual, AI-Optimized Storefront for Dry-Fog Car Disinfection

We built CarFog OÜ a cinematic, trilingual storefront for dry-fog car-interior disinfection — a bespoke GSAP fog motion system over a full SEO + GEO engine, built to get an unfamiliar technology found, cited by AI assistants, and turned into equipment sales.

nextjsgsapgeoseo
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ERPFlow — API-First Multi-Tenant SaaS ERP with EU E-Invoicing

ERPFlow is a multi-tenant SaaS ERP — invoicing, CRM, inventory, staff and finance in one platform — built API-first on a Go + PostgreSQL backend behind a single OpenAPI contract, with native Peppol e-invoicing and per-seat Stripe billing.

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Wix to Next.js Migration for a Shopify Agency — Cutting Costs and Unlocking Flexibility

We migrated Eesti Epood, an Estonian Shopify agency, from Wix to a custom Next.js site on AWS — eliminating recurring subscription costs and unlocking full control.

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