ISCEER AI LAB

Where Strategy
Becomes Software.

We don't just write strategy reports. We build the AI engines to execute them. Our human–AI development team produces production-grade software for complex operational challenges.

Flagship Projects

Built. Deployed. In Production.

EdTech & Complex Systems
Time Gate
The Interactive History Intelligence Platform
History is a system, not a story. Time Gate moves education beyond static timelines — visualizing 200+ civilizations across 5,000 years through competing scientific lenses. Structural-Demographic Theory, Social Thermodynamics, and Modes of Exchange analysis, made accessible through progressive disclosure UX.
timegate-ai.com
Timeline · 3000 BCE → 2000 CE ◉ Thermodynamics Lens
Civilization Rise Decline Phase Active Lens
Multi-Lens Analysis — Apply competing scientific theories (Peter Turchin's SDT, Social Thermodynamics, Karatani) to any civilization
AI-Powered Queries — Claude + Gemini engine answers complex historical questions with lens-specific analysis
VIP Accountability — Historical leaders analyzed through pattern recognition across documented decisions
D3.js Interactive Timeline — Zoomable, filterable visualization of 200+ civilizations across 5,000 years
React / TypeScript D3.js Visualization PostgreSQL Multi-Model AI
Explore Live Platform
Healthcare & Operations
Pharmacy Team Planning
AI-Powered Workforce Intelligence
Intelligent drag-and-drop scheduling that auto-enforces Spanish labour laws. AI proactively surfaces coverage gaps and legal conflicts before you publish the rota.
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AI Conflict Detection — Flags legal breaches before publishing
Live FTE Analytics — Real-time workforce coverage dashboards
Labour Law Compliance — Spanish pharma sector automation
Python / Flask React UI OneDrive Sync
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🛠️
Need a Custom Engine?
From secure OCR data extraction to automated supply chain risk alerting — we build white-label, on-premise AI solutions tailored to your industry's compliance rules.
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The Dream Team

5 Heroes. 1 Breakthrough Method.

A seamless human–AI collaboration that turns complex operational challenges into elegant, production-grade software — in record time.

PK
Peter Kindzierski
Visionary Lead
Product owner, architect of the vision, and the relentless driving force behind every feature, deadline, and design decision.
Human · ISCEER
🧠
Claude
Architect · Strategist
System architect and strategic brain. Designed normalized database schemas, multi-instance architectures, and the overall tech vision.
AI · Anthropic Claude
⚙️
CLI Coder
Backend Engineer
The engine room. Turns architecture blueprints into battle-tested, production-ready code with backend logic and data pipelines.
AI · Claude Code CLI
🎨
Web Coder
Frontend Craftsman
Pixel-perfect UI builder. Every React component, dashboard, and interaction — where architecture becomes something you can touch.
AI · Claude Web
MG
María
UAT Champion · End User
The indispensable real-world voice. Stress-tested every feature and ensured the app works exactly as a working pharmacist needs it.
Human · Farmacia Vida Sana
On the Collaboration
"A human with a clear vision, three specialised AIs executing in parallel, and one end user who refused to accept anything less than perfect — that's how you ship production software that actually gets used."
— The ISCEER AI LAB Method · Málaga, 2025–2026
ISCEER AI LAB · Málaga

Ready to automate
your complexity?

Whether you want to license one of our existing prototypes or build a bespoke AI tool from scratch — our engineering team is ready.

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🏥️ Pharmacy Team Planning

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