SYSTEM STATUS: ONLINE // KRAKÓW, PL

Michał Piszczek

CTO @ Archdesk // Founder — Lextron.ai · Inclify · Rejsomat // Ex-Hacker // CEO of Robotero → acquired

I don't build companies.
I build systems that remove friction from entire industries.

Two decades of turning complex, fragmented, high-information environments into software that makes better decisions than humans can — at scale. The industries changed. The pattern never did. Value > Procedure. Truth > Comfort. Nullius in verba.

20+Years Building Systems
5Ventures · 5 Industries
1Exit — Robotero → HTF Brokers
100%No Bullshit

One Problem. Five Industries.

Archdesk

CTO & Strategist

ENTERPRISE SAAS · ACTIVE
$200B+Worth of projects
10k+Active users
6Continents

Unified ERP for construction, manufacturing and engineering — project management, procurement, finance, CRM, field operations and BI in one operational system. Most companies don't lack information. They get it too late.

PHP 8.5 / Symfony 8+ Angular / Vue / AuroraDB AWS / Terraform
ACCESS TERMINAL

Lextron.ai

Founder / Researcher

REGTECH · AI · ACTIVE
24/7Risk monitoring
50k+Docs / day
2M+Tokens / hour

Autonomous AI regulatory analyst. Monitors legislation, verifies conclusions against primary sources, and delivers executive-level intelligence — actionable recommendations with traceable evidence, not document summaries.

AI + Human Verification RAG / Agents
ACCESS TERMINAL

Inclify

Founder & Visionary

INDUSTRIAL AI · IOT · ACTIVE
LiveData ingestion
SHMStructural health
300B+IoT records

AI + IoT for Structural Health Monitoring. Distributed sensors watch bridges, buildings and industrial assets 24/7, detecting anomalies before engineers can see them. Predictive maintenance instead of reactive repairs.

Hardware / IoT Data Streams / Big Data
ACCESS TERMINAL

Rejsomat.pl

Founder & CEO

TRAVELTECH · ACTIVE
#1Sailing marketplace PL
2k+Free spots
37k+NM in offer

One of Poland's first sailing travel marketplaces. Aggregates a fragmented ecosystem of yacht charters, sailing schools, flotillas and cruises into one searchable platform — automated inventory, bookings and customer journeys.

Sailing Experience Travel Marketplace
ACCESS TERMINAL

Robotero

Founder & CEO

FINTECH · EXIT → ACQUIRED BY HTF BROKERS
400+Macro indicators
<17msEvent → execution
MT4Brokers worldwide

Event-driven algorithmic trading, built years before AI agents became mainstream. Connected Reuters real-time macroeconomic data with MetaTrader 4 brokers worldwide — investors defined strategies before economic announcements and executed them automatically — event to execution in under 17 ms. One of the early cloud-native, event-driven trading systems in Europe.

Reuters Real-Time Data Event-Driven Execution

ORIGINAL CONCEPT // JOULE WARS

The next AI race will not be won by the smartest models.
It will be won by the most efficient ones.

As AI scales globally, electricity becomes the limiting resource. The relevant question is no longer "who has the biggest model?" — it is "who produces the most useful intelligence per joule?"

Joule Wars explores the convergence of AI, semiconductors, cloud infrastructure, power generation and geopolitics into a single economic system.

READ THE FULL THESIS

joule_wars.eq
# The metric that decides the next decade:

WINNER = max( useful intelligencejoule )

# constraints:
grid_capacity  ← binding
gpu_supply     ← binding
model_size     ← no longer the moat

AI INFRASTRUCTURE RESEARCH

FRONTIER MODELS OPEN-WEIGHT AI INFERENCE OPTIMIZATION QUANTIZATION SPECULATIVE DECODING AI ACCELERATORS LOCAL AI INFRA GPU ARCHITECTURE CLOUD ECONOMICS AGENTIC SYSTEMS REASONING MODELS LONG-CONTEXT INFERENCE

Technical analyses covering NVIDIA, OpenAI, Anthropic, Google, Alibaba, DeepSeek, Moonshot AI, Microsoft and the broader AI ecosystem — read by tens of thousands on LinkedIn, Substack and beyond.

The Pattern Never Changed.

STEP_01

Reduce complexity

Fragmented, high-information environments — finance, travel, construction, infrastructure, law.

STEP_02

Increase signal

Companies don't suffer from a lack of information. They suffer from information that arrives too late.

STEP_03

Turn information into decisions

Software capable of making better decisions than humans can — at scale.

STEP_04

Automate the decisions

Robotero traded. Rejsomat booked. Archdesk operates. Inclify watches. Lextron reads the law.

Core Kernel

  • 01.

    I don't talk about tech — I use it to alter reality.

  • 02.

    Decision > Delay. Good enough > Perfect too late.

  • 03.

    The body is a machine. Requires maintenance, not excuses.(Sauna, MTB, Biohacking)

  • 04.

    Raising humans, not followers.

  • 05.

    Nullius in verba — take nobody's word for it. Verify against primary sources.

MichalPiszczek.js
class MichalPiszczek extends Human {
  constructor() {
    super();
    this.role = ['Builder', 'Strategist', 'Operator'];
    this.motto = 'Nullius in verba';
    this.bs_tolerance = 0.0;
  }

  solve(industry) {
    const signal = this.reduce(industry.complexity);
    return System.automate(signal.decisions);
  }
}

Technical Arsenal

SYMFONY 8+
PHP 8.5
VUE 3 / QUASAR
AWS / K8S
AI / LLM
LINUX / DEVOPS
POSTGRESQL
TERRAFORM
RAG / VECTORDB
TIMESCALEDB
GO / PYTHON
HOME ASSISTANT

Off-Grid Priorities Outside work

⛵ SAILING 📈 STARTUP EXEC ✦ SPACE 🚵 MTB ♨ SAUNA ♪ MUSIC