The Senseai Institute is a technology label, pursuing technology creation as a work of art. This includes both proprietary and collaborative works. Each “album” is an interconnected constellation of technologies designed to communicate a continuous narrative towards a more human future.
Co-creators are supported through a variety of studio services (link).
Proprietary
GENESIS (Generative Epigenetic Network for Encrypted Sovereign Identity) – a biologically anchored identity layer that derives short-lived cryptographic keys from an individual’s evolving DNA methylation patterns, using ML-based epigenetic embeddings and contextual factors (device, behavior, biosignals) to verify identity over time.
SONAR (Semantic Orchestration for Narrative Audio Retrieval) – a semantic nervous system that transforms voice archives into queryable intelligence, extracting modular audio shards from spoken content and binding them to thematic cores via neural semantic embeddings, then dynamically stitching cross-source fragments into coherent multi-voice narratives that preserve content resonance while enabling voice-first sensemaking, affective retrieval, and compositional memory at scale.
TIME (Technology Intelligence Model of Evolution) – an intelligence layer that models technologies as evolving organisms within dynamic market ecosystems, using real-time market data and internal strategy documents to generate adaptive fitness scores, ecosystem maps, and predictive innovation trajectories.
HOLLY (Homeostatic Osmotic Liquid Layer for You) – a context-aware hydration system that dynamically mineralizes water based on environmental sensors (temperature, humidity, altitude, time) and user interaction data, delivering electrolyte-adjusted optimal hydration through replaceable cartridge systems while guiding behavior via embodied feedback cues (haptic, thermal, chromatic) in a closed-loop architecture that operates independently of internet connectivity.
SIGNAL (Strategic Intelligence for Go-to-Market Navigation and Alignment Logic) – a targeting engine that continuously scans, scores, and prioritizes companies based on narrative resonance, values alignment, and strategic readiness mapped to a Maslow-style hierarchy of business needs, synthesizing literal and technological geography into multi-dimensional opportunity scores while maintaining a Dunbar-bounded memory of no more than 150 active prospects to ensure depth over volume, focus over bloat, and mission-aligned engagement over cold pipeline noise.
BEACON (Behavioral-Ecological Attention Cortex for Observational Navigation) – a multi-horizon signal processing system that sits downstream of TIME, ingesting behavioral, cultural, and market data streams and filtering them through a three-layer temporal cortex (rapid response, rhythmic pattern, evolutionary memory), scoring signals on adaptive potential, cultural resonance, and ecological fit to output priority maps and timing recommendations—calibrating relevance across fads, shifts, and paradigm changes to align product strategy with external momentum.
KINSEARCH (Kinship Search Engine for Resonance and Conceptual Harmony) – a resonance-based discovery engine that embeds a user’s linguistic fingerprint into vector space and surfaces semantically and stylistically aligned content across the open web, enabling bottom-up discovery of conceptual kin not through keywords or topics but through the deeper patterns of how people speak, think, and mean — revealing collaborators, kindred builders, and philosophical allies hidden beneath the noise of popularity-driven search.
DUNBAR (Dynamic User Network for Bounded Authentic Relationships) – a human-scale relationship management system that enforces a hard cap of 150 active contacts to honor cognitive and emotional bandwidth, organizing connections into tiered closeness layers while tracking qualitative dimensions of bond strength, shared history, and rhythmic interaction, prompting deliberate reflection and relational turnover when capacity is reached to cultivate depth over breadth, presence over accumulation, and sovereign intimacy over transactional scale.
HABITAT (Holistic Aggregation of Biophysical Intelligence for Transactional Asset Targeting) – a real-world data acquisition and transaction layer that uses AI-powered world models to identify decision-relevant environmental signals across multimodal datasets, applying thermodynamic free-energy frameworks (TERFs) to extract human-interoperable criteria from neural representations, enabling strategic data procurement for depth models and transactional intelligence on top of any habitat-scale dataset from building permits to planetary observation systems.
COMMONS (Computational Operations for Multimodal Monetization and Open Network Services) – a shared infrastructure platform that enables any organization holding real-world data to prototype, package, and transact on their datasets through ghost-lab environments and standardized service layers, providing the picks-and-shovels utility backbone for data monetization across life sciences, environmental intelligence, and physical-world observation segments.
RETINA (Real-time Environmental Transformation for Intercepting Neurological Aggression) – a perceptual shield that continuously scans screen content at the pixel level to detect advertisements and manipulative visual patterns, replacing attention traps with restorative imagery (nature loops, ambient gradients, stillness) across all applications and interfaces—operating not at the code layer but at the layer of sight itself, guarding what reaches the nervous system.
CALM (Contextual Agent Layer for Mindful living) – a plain-text, AI-powered operating environment that integrates modular domain agents (planning, health, relationships, finance, ritual) into a unified life utility layer, intentionally stripped of feeds, badges, infinite scroll, and dopamine triggers, surfacing prompts based on time cycles and user-defined rhythms in a local-first architecture—not an app competing for attention, but a sovereign interface designed to preserve it.
CODEX (Coherent Organizational Documentation for Evolving eXpression) – a narrative-driven intelligence system that synthesizes organizational signals (documents, transcripts, reflections, field notes) into structured strategic artifacts using archetypal templates (Hero’s Journey, ecosystem maps, doctrine pages), producing living documents that function as memory organ, strategic compass, and cultural mirror—readable by humans, indexable by machines, and versioned across time to encode organizational DNA.
PRISM (Positional Resonance Index for Spacetime Modeling) – a data infrastructure layer that aggregates planetary ephemerides, solar activity logs, geomagnetic indices, and gravitational measurements into structured spatiotemporal datasets, transforming centuries of astronomical and geophysical records into machine-readable feature sets indexed by position and time—providing foundation models with the cartographic backbone to incorporate Earth’s physical context as a modeling variable across biological, environmental, and behavioral domains.
Collaborative
OASIS (Omics-Anchored System for Ingredient Synthesis) – an omics-driven formulation engine that mines scientific literature, heritage fermentation traditions, and proprietary R&D data to design bioactive ingredient systems for gut, brain, and metabolic health, translating multi-omic signals into fermentation-derived compounds optimized for B2B integration into food and beverage platforms, bridging ancestral food intelligence with modern health solutions ingredient science for strategic partnership with global flavor and ingredient players.
TERRA (Transactable Ecosystem for Regenerative Resources and Applications) – a data monetization layer built atop a biomaterials intelligence platform and data moat, transforming proprietary degradation profiles, lifecycle metrics, and formulation insights generated through client deployments into a transactable asset class, positioning the company not just as a sustainable materials provider but as the definitive data utility for the regenerative materials economy – the COMMONS model applied to the future of plastic.
MORSEL (Multimodal Observation and Recording System for Eating Logistics) – a smart silverware data platform that captures the uncharted territory between plate and mouth through camera, haptic, and emerging audio-visual sensing modalities, transforming the moment of consumption into a structured multimodal dataset that bridges food composition with ingestive behavior, enabling clinical research, mindful eating applications, and the first true data ecosystem for human-food interaction at the point of contact.
DERIVE (Deep Embedding for Risk Intelligence and Verified Estimation) – an institutional knowledge integration layer that embeds proprietary data assets, underwriting expertise, and domain intelligence into foundation world models, enabling risk-relevant features to emerge as predictive dynamics rather than engineered variables, with thermodynamic interpretability frameworks that translate neural representations into human-auditable criteria for underwriting, property assessment, climate adaptation, and infrastructure resilience decisions across the broader risk economy.
The Senseai Institute 