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AI-First Engineering

We build software that
thinks for itself.

AI integration, intelligent workflow automation, and full-stack engineering — tailored for businesses ready to move faster with less friction.

See Our Work Start a Project
5+
AI-powered projects shipped
7+
Business processes AI automated
3+
Years AI engineering
∞
Coffee consumed
What We Do

Intelligence, wired into everything.

From a single AI feature to a full platform rebuild — we design, build, and ship software that creates real leverage for your team.

AI Integration

Embed LLMs, agents, and intelligent automation into your existing products. We connect models to your data, workflows, and APIs — safely and measurably.

Workflow Automation

Eliminate manual steps in your operations. We design and implement end-to-end automation — from data pipelines and scheduled jobs to event-driven processes.

Full-Stack Engineering

Production-grade web and mobile applications built with modern stacks — .NET, Angular, React, PostgreSQL. Clean architecture, tested, and ready to scale.

Data & Analytics

Turn raw data into decisions. We build dashboards, reporting pipelines, and analytical backends that surface the metrics that actually move your business.

How We Work

From idea to impact — fast.

01

Discover

Deep dive into your workflows, goals, and bottlenecks. We map the terrain before writing a single line.

02

Architect

Design the system: data flows, integrations, AI hooks. No over-engineering — just the right structure.

03

Build

Iterate rapidly in short cycles. Transparent progress, early demos, and no surprises at delivery.

04

Evolve

Deploy, monitor, and continuously improve. Software isn't done at launch — it's done when the problem is solved.

Selected Work

Projects that ship and scale.

A selection of recent engagements across industries. Company names are kept confidential — results speak louder anyway.

Enterprise Automation

Multi-Site Visitor Management Platform

A multi-tenant platform managing the complete lifecycle of visitor appointments — from digital invitations with QR codes, online pre-registration, and kiosk check-in, to calendar sync and CSV reporting. Built for enterprise with role-based access and per-site isolation.

.NET 10 · Angular 17 · PostgreSQL · EF Core · QRCoder · MailKit
LLM
AI Agent FinTech

AI-Driven Trading Strategy Engine

A backtesting platform where users describe strategies in plain language. An LLM agent generates Python code invisibly, runs it in a sandboxed environment against historical market data, and returns performance metrics and charts — no code ever exposed to the user.

Python · FastAPI · OpenRouter LLM · vectorbt · RestrictedPython · React
AI
LegalTech AI Summaries

Complaint Lifecycle & Voting Platform

An end-to-end complaint management system for a regulatory body. Covers public submission, internal review, two-stage voting workflows, AI-generated case summaries, email automation, S3 file storage, PDF/CSV exports, and full audit trails.

.NET 8 · PostgreSQL · OpenAI · MinIO · QuestPDF · RazorLight
Expert Agent Review Agent Azure GPT-4
Azure OpenAI Platform

Business Plan Contest Platform

A full-lifecycle platform for managing business plan competitions — from company registration and multi-chapter plan authoring, through AI-assisted expert review (GPT-4 agents), feedback workflows, KPI tracking, and PDF report generation via background jobs.

ASP.NET Core 9 · Azure OpenAI · Hangfire · MinIO · MailJet · QuestPDF
PropTech SPA

Real Estate Customer Portal

A feature-rich customer portal for a national real estate brand — property search, buyer/seller dashboards, market analytics, document management, agent messaging, and valuation calculators. Multi-phase workflows guide users from search to transaction.

React 18 · Redux · Vite · Material-UI · Google Maps · Chart.js · Axios
Wolfgang Steuer
Wolfgang Steuer
AI Engineer · Austria
About

Small team. Enterprise output.

iterative is a boutique software engineering practice. I work as a solo engineer and partner with a trusted network of designers, DevOps specialists, and domain experts to deliver complete, production-grade systems.

Based in Austria, working internationally. I specialize in embedding AI capabilities into existing software products and greenfield platforms — not as a gimmick, but as genuine leverage for your team.

Every project is treated with the same rigor: clean architecture, tested code, real documentation, and honest communication from first call to final deployment.

Start a Conversation
🤖
AI / LLM
OpenAI · Azure · OpenRouter
⚡
.NET / C#
ASP.NET Core · EF Core
⚛️
React / Angular
TypeScript · Redux · Vite
🐍
Python
FastAPI · pandas · vectorbt
🗄️
PostgreSQL
TimescaleDB · Redis
☁️
Cloud & DevOps
Docker · Azure · Traefik
🔐
Auth & Security
OAuth2 · OIDC · Identity
📊
Observability
OpenTelemetry · Serilog
Get In Touch

Ready to build something smart?

Whether you need to add AI to an existing product, rebuild a workflow, or start fresh — let's talk about what's possible and what makes sense for your situation.

office@iterative.at LinkedIn