AI & Software Consulting

I build AI systems that survive contact with reality.

From RAG and multi-agent architectures to computer vision and document intelligence — practical AI solutions built on 18 years bridging industrial operations and software engineering.

Book a Discovery Call → See What I Build

Core Capabilities

AI engineering, not AI hand-waving.

Every capability listed here is something I've built and deployed in production — across my own ventures and client work.

RAG

Retrieval-Augmented Generation

Systems that let teams talk to their documents in natural language and extract real, sourced answers from large collections.

AGENTS

Multi-Agent AI Architectures

Orchestrating specialized AI agents to handle complex, multi-step workflows — from document processing to development operations.

GRAPH

Knowledge Graphs

Neo4j-powered knowledge graphs that reveal hidden relationships across documents and datasets, enabling intelligent discovery.

VISION

Computer Vision

AI-powered visual analysis for industrial quality inspection — automated assessment from images, replacing manual processes.

EXTRACT

Document Data Extraction

Turning unstructured paperwork — certifications, compliance docs, forms — into clean, structured, usable data automatically.

LLM

LLM Integration & Engineering

Custom integrations with OpenAI, Claude, Bielik, and local models. Multi-model routing, prompt engineering, and recursive context handling.

Services

From first question to working system.

Structured engagements designed to deliver results — not reports that gather dust.

AI Readiness Audit

Structured assessment of your operations to identify where AI delivers the highest ROI. You get a prioritized roadmap with specific recommendations, effort estimates, and implementation sequence.

Proof-of-Concept Build

A working AI prototype in weeks, not months. See real results on your data before committing to full implementation. De-risk your AI investment with tangible proof.

Full Implementation

End-to-end development and deployment of AI-powered systems — integrated into your existing workflows, built to production standards, designed to last.

Monthly AI Advisory

Ongoing strategic support: tool evaluations, architecture reviews, team training, and continuous automation. Your AI partner on call.

Built & Shipping

Products I've built. Problems I've solved.

I don't just advise — I build production systems across multiple industries and domains.

Code Horde

Creator — Open Source

Self-hosted multi-agent AI platform with 13+ specialized agents, zero-trust security, MCP server integration, knowledge graphs, and multi-model routing.

github.com/szymon-konieczny/code-horde ↗

Prooflog

Founder — SaaS

Blockchain-anchored document verification with RAG, AI assistant, multi-agent document processing, and Neo4j knowledge graph for relationship discovery.

prooflog.pro ↗

Flexwelder

Co-Owner — Industrial AI

AI-powered software for the welding industry: automated document data extraction from certifications and computer vision for weld joint quality analysis.

flexwelder.com ↗

TakŻyli

Co-Founder — Consumer SaaS

Digital memorial platform helping families preserve and share the memory of loved ones. Full-stack product built from concept to launch.

takzyli.pl ↗

PetMemory

Co-Founder — Consumer SaaS

Digital memorial profiles for beloved pets — helping owners preserve and celebrate the memory of their companions. Built and launched in the Polish market.

petmemory.pl ↗

Background

From factory floors to AI systems.

I spent 8 years working with measurement equipment, electrical systems, and production lines before writing my first line of professional code. Flow meters, gas detectors, radar probes, switchgear cabinets — I know how physical businesses operate.

That background taught me something most AI consultants never learn: where the real friction is, how production workers actually use tools, and why most "smart" solutions fail when they hit the shop floor.

Today I combine that industrial understanding with 7+ years of software engineering and hands-on AI implementation. I build systems that work in reality — not just in demos.

18+

Years of professional experience

Products built & shipping

13+

AI agents in Code Horde

Years in software engineering