Human Atlas is building the world's first emotional dataset grounded in reality - not scraped from the web, not generated by bots, but spoken, seen, and felt by real people.
Our Goal is to normalize and strengthen the symbiosis between humans and intelligent machines, creating more fulfilling, emotionally fluent digital interactions for a brighter future.
Your lived experience becomes part of an ethical dataset used by researchers, cities, and AI labs building the next generation of empathetic AI technology.
The Human Atlas Project creates welcoming pop-up experiences where people share their stories, dreams, and reflections in exchange for Fiat / Crypto / UBI / CBDC / Carbon Offsets / Partner Products
Each conversation becomes part of a living library of human experience used to teach empathy, nuance, and understanding to artificial intelligence.
Each Dataset becomes a tokenized monetizable asset and contributes to a sovereign market open data economy. We are one of the few companies whose core metric his how much their Users "Earn".
The Interface is devastatingly simple, combining the intuitive experience of a selfie with the now mundane ritual of the digital wallet. We will Open Source the interface, and provide API Endpoints to quickly onramp to our data economy.
We want all Builders, Creators, and Dreamers to incorporate the Human Atlas economic data rails into their projects: from photobooths at venues and festival activations, to in-store rewards, and consumer goods partnerships. We're built to explore a new level of audience activation, monetization and participatory UGC.
AI has been trained on artificial worlds - text without tone, emotion without body. We collect the missing ingredient - lived human experience. Data collected is refined, graphed, tokenized, and fed through multilayer confluence regimes, for far deeper predictive and causal behavioral data than is currently available for LLM entrainment.
We are building a parallel economy - one where every shared experience adds value to the collective understanding of what it means to be alive. We capture moments of heightened edge human emotion. Public / Civic Kiosks, Events / Storefronts, Private web/native confessionals in partnership with hospitals / VA / Elderly Care / Homeless / Recovery services.
Each verified, authentic recording is compensated instantly, assigned; provenance, ownership, license, sovereignty. Think micro-UBI built on human truth; a completely new transactional ecosystem that feeds future AGI growth. We control the Exchange Rails and open source the software, and franchise the methodology.
United Nations Sustainable Development Goal Number One: "An end poverty in all its forms everywhere." An exchange driven UBI which feeds CBDC and WEF Agenda 2030 mandates, which translate into Crypto rails and eventually Carbon Offset Economics.
We activate unused store windows, plazas, and public squares with low friction interfaces - physical data exchanges for the digital age. We lay the groundwork for mass participation, entrepreneurship, and sovereign cultural initiatives.
HumanAtlas operates a national-scale human telemetry refinery—a full Iceberg-backed lakehouse that converts raw A/V confessionals into multimodal intelligence vectors engineered for population-level causal inference.
We ingest audio, video, facial signals, tone, sentiment, semantic content, and contextual metadata, then refine them through a GPU-accelerated pipeline into high-density latent representations that can train LLMs, forecast cultural drift, and detect emergent human patterns.
HumanAtlas runs a fully modern data spine: Apache Iceberg tables on Parquet with ACID transactions, Trino for federated SQL, GPU feature extraction, Vector DBs co-indexed with Iceberg partitions, and Knowledge Graphs for narrative mapping.
Every confessional becomes a multimodal embedding bundle—fused, enriched, ranked, and scored for predictive weight.
Our refinement engine encodes each recording into mathematically interpretable signals: multimodal fusion vectors, semantic density scores, emotional volatility measures, and confluence rankings.
These equations convert human expression into quantifiable, comparable, and forecastable intelligence.
1. Multimodal Vectors
Training-grade embeddings for LLMs, sentiment engines, and behavioral models.
2. Narrative Graphs
Emotion, intent, persona clusters, and archetype mapping across boundaries.
3. Predictive & Causal Signals
Emotional drift maps, volatility curves, crisis indicators, and culture-shift forecasting.
Michael Seiler is a systems architect with 25 years of experience across retail, phygital, and CPG categories - rocking automation, media, trading systems, and edge AI. He has sold product through almost every retail door on the planet, built, managed, and scaled interdisciplinary teams, and has been at "ground zero" for cultural movements in art, fashion, and entertainment. In 2020 he had a mini-exit from his apparel production automation company *WeProduce, which allowed him just enough time to become obsessed with technology and its philosophical implications for humans.
With deep networks in LA entertainment, art, music and fashion worlds, plus corporate ties spanning Live Nation, EDC, AEG, SBE, UTA/CAA, commercial real estate, and civic organizations - Michael has the ability to connect venues, festivals, events and broadcast with cutting-edge technology. He maintains international relationships with regional sherpas and cultural liaisons for global positioning and SPV rollout. His years doing overseas apparel production make him uniquely suited for hardware manufacturing out of Shenzhen, Guangzhou.
Solo founder, technical builder, not afraid of shit. He might be the poster child for second chances, reinvention and upskilling for The Comeback. This is his dream. "Coding Saved My Life". Michael is a human.
We are pushing for escape velocity. At this speed, "cofounders", unless they can open sovereign doors, BIS / WEF / IMF coffers, or corporate relationships en masse, just induce drag. A properly positioned board, and mentors integrated with a team of motivated facilitators, collaborators, and structured regional SPVs and JVs is our operational methodology. The Human Atlas Project is the rocket we're building! The team we want is already in the stratosphere - we're looking to meet them in orbit!
We are looking for Change Makers who align with our vision of a Data Based Economy built on Human Truth. We are actively seeking Regional SPV Node Consortium, L1 L2 Chain + Exchange invlovement, Consumer + Event Corporate JVs, Civic, Municipal, International Laisons. - and The Right investors.
