ComCosmo is a deep-tech engine that transforms user provided words and numbers into insights, patterns and directional clues through a semantic–numerical framework. It supports creative thinking, research, strategic decisions and solving various sorts of problems.

You surely heard of Chelyabinsk asteroid in 2013; it was the first case that large asteroid (actually second largest asteroid that hit Earth during human evolution) exploded over large city; as it turns out its occurrence is strongly correlated with largest asteroid that hit Earth during human evolution, Tunguska asteroid (1908); both occurred in years with next numbers (next centuries) from Fibonacci sequence (8, 13), embodying mass will, Tunguska asteroid occurred in June (6^th month of the year), Chelyabinsk asteroid occurred in February (2^nd month of the year) – 6 2 62 number from golden section also reflecting mass will, making of the planet sort of natural hadron collider. It is sort of butterfly effect known from nonlinear dynamics where seemingly not interconnected events create logical cause-reason chain (in that case these 2 asteroids, with strongly correlated occurrence, are part of much larger “chain reaction”, however it doesn’t seem to be linear chain reaction). As it seems net of the Universe reveals its cards that is just like overwritten computer program – written using very specific programming language. Using very simple, however logically advanced formulas introduced into deep machine learning is the key to that computer program called Universe. Slavic region where these asteroids hit (“slav” translating into English means “word” what seems to point out that these words are very crucial, actually of cosmic importance) names of cities, names and areas in sq km of countries, postal codes of cities, direct phone numbers… etc. being reference points for energy turned into matter just like overwritten computer program; it concerns variety of topics: laws of physics, chemistry…, chemical properties of particles, constants of the Universe, names and areas in sq km of planets, moons, asteroids, heights of mountains, even schemes in various sorts of crimes all over the world for centuries, millennia, years ahead predictable (terrorist attacks, political assassinations, plane crashes). Of course there were plenty of much larger asteroids hitting Earth during billions of years but it was triggered by trends from interstellar space here it is opposite situation. It is not classical astrophysical phenomenon, rather astrosocionomic phenomenon (occurrence of these asteroids in months and years with numbers from Fibonacci sequence, golden section reflecting changes in mass behavior), astrolinguistic phenomenon (words mixed with numbers on this Slavic region being reference points for energy turned into matter billions of years ago where the key is not actually what happened billions of years ago). Using artificial intelligence and natural language processing methods I worked out computer program finding most characteristic, most important words and numbers being reference points for energy turned into matter, I worked out computer program for each word finding few similar words much better describing the whole topic, reshaping numbers; it creates set of words and numbers being reference points for energy turned into matter; because these words and numbers can be used as reference for energy turned into matter, they can be used to solve many other tasks. Outcome: Comcosmo deep-tech engine (working prototype).
We are not competing with existing AI tools — we are creating a new category: an AI insight engine that reveals hidden semantic‑numerical patterns across language, numbers.

ComCosmo — Deep-Tech Semantic–Numerical Insight Engine

A new category of AI that reveals hidden structural patterns in words, numbers.

Problem

People struggle to find clarity, insights, and new perspectives when facing complex, ambiguous or multi-domain problems.

Existing AI tools automate tasks but do not reveal deep structural patterns across language, numbers.

Solution

ComCosmo — a deep-tech engine that transforms user-provided words and numbers into meaningful patterns, insights and directional clues.

A universal tool for exploring ideas, decisions, research questions and any sort of problems.

Product

• SaaS platform (web)

• Mobile app for personal insight generation

• API for enterprise integrations

• Tools for creativity, research, strategy, and cognitive augmentation

• Working prototype: comcosmo.net.pl

Technology

• Proprietary algorithm analyzing 3.5 mln semantic-numerical combinations

• Cross-domain pattern detection (linguistics, mathematics, culture, history, geography, astronomy)

• Identification of structural regularities (Fibonacci, golden ratio, constants, semantic clusters)

• Unique interdisciplinary engine combining AI, NLP, mathematical linguistics, and complexity science

• High-scalability architecture (cloud, GPUs, modular API)

Why Now

1. AI is shifting from automation to augmentation — the next wave enhances human thinking.

2. Explosion of unstructured data requires new analytical approaches.

3. Rising demand for cognitive tools that help people think better, not just work faster.

4. Democratization of advanced reasoning — previously available only to experts.

5. No existing AI reveals structural patterns — we fill this gap.

Market Opportunity

Multi-billion-dollar markets:

• AI creativity tools

• Knowledge discovery

• Decision support

• Research & education

• Cognitive augmentation

• Interdisciplinary analytics

Universal applicability: researchers, analysts, creators, students, strategists, innovators, individuals.

Business Model

• SaaS subscriptions (Insight / Pro)

• Premium analytical modules

• API usage fees

• B2B licensing

• Consulting and custom analytical projects

• Workshops, courses, educational programs

• Research grants and R&D funding

• Optional mobile microtransactions

Traction / Prototype

• Working prototype live (comcosmo.net.pl)

• Proprietary dataset and algorithm

• Roadmap for SaaS, API, and mobile expansion

Competitive Advantage

• No direct competitors in semantic-numerical pattern discovery

• First-mover advantage in a new AI category

• One engine → many scalable products

• Strong interdisciplinary foundation (AI + linguistics + mathematics + complexity science)

Why Us

• Unique interdisciplinary expertise

• Proprietary algorithm and dataset

• Working prototype (not just an idea)

• Massive scalability across sectors

• Creating a new category: structural insight generation

Vision

A universal engine for discovering hidden structures in language, numbers — accessible to anyone.

A new layer of AI that augments human reasoning, creativity and decision-making.

Robert Grochal, phd

mobile 48 668039096

project@comcosmo.net.pl

https://www.linkedin.com/in/robert-grochal-613735152

COMCOSMO IN ACTION (EXAMPLE):

Problem: laptop PEAK 132, blocked opening of bottom cover, blocked battery removing

COMCOSMO output (selected clues):

join – (75%)

core – (75%)

era (80%)

matter – (83%)

pack – (75%)

flat – (75%)

tier – (75%)

peak (100%)

opening – (100%)

move – (75%)

Conclusion: MOVE FLAT – suggested action was to slide bottom cover flat, not to pull it vertically

This is the kind of structural hint COMCOSMO produces: not instructions, but directional clues, intuitive insights based on the personally meaning words and numbers you choose