About

Hakan Demirci

AI & Business Systems Architect

I’m Hakan Demirci. I design AI agents, automation, data integrations and digital business systems for companies.

I analyse how companies work and design AI, automation, data and software solutions as one operational system.

My work covers process analysis, systems architecture, AI agents, automation, web and mobile applications, and digital transformation.

The aim is to build sustainable, measurable systems that fit a business’s needs, beyond adding individual tools.

Areas of work

AI agents and AI-supported business systems
Business process automation
Systems and operations architecture
Web and mobile applications
Data and API integrations
Digital transformation

How I work

I start by understanding the business, its tools and its needs. Then I design processes, data and AI agents to work together as a system.

My approach has four stages: analyse, architect, integrate and evolve. The goal is a solution that fits daily work and produces measurable results.

Explore my approach ↗

Elsewhere online

Let’s work together ↗

Projects

Selected examples of the systems and research I develop.

Live · First contact and discovery

hakandemirci.tech / Tales

A digital representative that introduces Hakan’s work, explores business needs and provides a safe handoff to human contact.

Tales ↗

Research and development

Leonardo Tales

A long-term research framework for AI systems with identity, permissions, memory, auditability and human approval boundaries.

View the public source ↗

Experimental · Public source code

Leonardo Tales Policy Engine

A focused TypeScript package that evaluates whether a proposed action is allowed, requires human approval or must be blocked. It does not execute actions.

View the public source ↗

Experimental development · Private project

Fikirge

A system intended to turn an idea or business problem into a project definition with a problem statement, goals, requirements and a systems approach.

View the public source ↗