Real software built by Ileen

Real builds, not demos.

Ileen has generated production-usable software from technical briefs, worked across existing codebases, and deployed applications to cloud environments. Below is the full library of public case studies. Names are anonymised, the work is real.

Including the page you are reading

This documentation site and the Ileen landing page were both designed, structured and largely built with Ileen itself.

Autonomous build. Human-controlled release.

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Headline cases

These three are the proof points to start with. They cover the full delivery chain: design the architecture, build the code, deploy to production.

01 — Discovery → Production in 11 hours

Image-to-3D + BOM pipeline →

A real technical discovery turned into a complete AI pipeline: frontend, backend, database DDL and a production-usable MVP. The architecture was revised mid-conversation from fragile semantic search to a DB-grounded agentic flow.

~10h autonomous · ~1h human deploy · frontend + backend repos · DDL generated

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02 — Codebase → Live GCP in <10 minutes

Deploy Mode: Sports platform on Cloud Run →

Existing Next.js + Supabase + Stripe + OpenAI app. Ileen analysed the codebase, detected 13 missing secrets, provisioned them in Secret Manager, deployed to Cloud Run and validated HTTP 200 — then guided a non-technical user through every third-party account setup.

<10 min active deploy · 13 secrets provisioned · HTTP 200 validated

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03 — Multi-repo CRM with AI agent layer

Develop Mode: Agentic CRM →

Real production codebase. Three repositories. 11 tasks executed across ~3 weeks — feature builds, real bug fixes (soft-delete reads, sync issues), security patches, and a greenfield admin frontend. Develop Mode entered an unfamiliar codebase and made targeted changes without breaking what worked.

3 repos · 11 tasks · bug fixes + security patches · greenfield frontend

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All case studies

Design Mode

• WhatsApp Reception Agent → — Bilingual (English / Arabic) WhatsApp agent for customer questions and booking handoff.
• Sports Decision Trainer → — Adaptive training platform for ice hockey players, scenario quizzes under time pressure.
• Zero-Backend Artist Landing → — Animated landing template for artists, Google Calendar events + Shopify merch, no backend.
• Furniture Marketplace → — Multi-vendor furniture aggregator for the GCC market, bilingual with RTL, AR preview.
• Industrial Control Software → — Desktop application for Modbus TCP/IP screwdriver control, PDF reporting for SAP.

Design + Build

• Image-to-3D + BOM Pipeline → — Flagship: 11-hour discovery-to-production AI pipeline.

Develop Mode

• Agentic CRM → — Multi-repo CRM with AI agent layer, 11 tasks across 3 weeks.

Deploy Mode

• Sports Platform GCP Deploy → — Cloud Run deployment with autonomous secret provisioning and guided third-party setup.

Content Mode

• Codebase Briefing for Nutrition App → — Repository ingested, content brief generated automatically.

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How to read these case studies

Every case study follows the same structure so you can compare them like-for-like:

1. At a glance — facts and numbers up front.
2. The brief / project — what the user actually asked for.
3. What Ileen produced autonomously — concrete artefacts, no abstractions.
4. What required human action — explicit, not hidden.
5. Honest limitations — what the system cannot do today.

This is not marketing. It is documentation of real work. If you find a claim that looks impressive but is not traceable to an artefact, please flag it.