Asili™ · Community Intelligence
Cendre · Scientific Discovery
Spatial · Immersive Presence
inclusive technology · inknow.ai LLC

AI infrastructure built
at the edge of
what is knowable.

Three engines. Community intelligence. Scientific discovery. Immersive spatial presence. Built for the institutions, researchers, and communities that hold knowledge the world hasn't figured out how to hear yet.

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What we build

AI that reveals.
Not generates.

Community Intelligence Scientific Discovery Immersive Environments Temporal Knowledge

We build AI tools that work differently from everything else in the field — not to generate, not to summarize, not to predict, but to reveal what's already there. Inside communities. Inside the scientific record. Inside the physical world itself.

Asili™ reads the actual words communities have spoken and surfaces the hidden architecture of how they think — convergences, tensions, the questions carried just beneath the surface. Cendre finds the research hypotheses that no single scientific discipline would ever generate on its own, because no single discipline has reason to look across all of them at once. Locus puts all of it somewhere you can stand — immersive, responsive, connected spaces built for the web, for public walls, for the museum floor. Three engines. One direction: toward what was waiting to be seen.

"The knowledge was never missing. The infrastructure to hear it was."

Three Engines

Built for the knowledge
waiting to be revealed.

Asili
Interpretive Community Intelligence

Asili reads documentary corpora across 10 cognitive dimensions derived from two decades of community engagement practice. It maps how knowledge moves through a community — who converges, what tensions remain unresolved, where thinking has shifted across time and place. Every voice stays a voice.

10 interpretive dimensions · voice-sovereign Documentary corpus ingestion Cross-community resonance threading Non-generative · revelatory architecture Nearest-neighbor query engine
How Asili works
Cendre
Cross-Domain Hypothesis Engine

Cendre forces nine scientific disciplines to answer the same question simultaneously — then identifies where no single field had reason to look. Chemistry, evolutionary biology, quantum mechanics, materials science, thermodynamics, and more, all running in parallel. The hypotheses live where the disciplines weren't talking to each other.

9 simultaneous analytical layers Structured, falsifiable hypothesis output 5-tier provenance on every claim Falsification conditions on all outputs Gap detection · frontier identification
How Cendre works
Locus
Spatial Environments Platform

The platform behind every immersive environment we've built and deployed — equirectangular documentary spaces, Gaussian splat volumetric scenes, public responsive installations, and Asili-integrated environments ready for the wall or the web. Four shipped environments. WebXR-ready architecture.

360° · Gaussian splat · LiDAR pipeline Three.js r157+ · WebXR · GLSL · HLS Asili side-panel architecture Spatial audio integration Public installation · 4DGS capable
Explore Locus
Interpretive Community Intelligence
Asili

The engine that listens
to what was actually said.

Most AI systems predict what someone would say. Asili works only on what they did say. The architecture reads documentary corpora — footage, audio, text — across 10 cognitive dimensions derived from two decades of community engagement practice.

The result isn't a summary or a chatbot. It's a map of how knowledge moves through a community — who converges, what tensions remain unresolved, where thinking has shifted across time and place.

Every voice stays a voice. The engine only shows you the shape of the connection — never words it invented. The corpus is sovereign. The intelligence is revelatory, not generative.

"Generative AI puts words in people's mouths. Asili listens to what they actually said and shows you the shape of their thinking."

Asili™ · 10 cognitive dimensions · voice particles in resonance
The Original Cross-Domain Document

Every element reads simultaneously through chemistry, quantum mechanics, thermodynamics, and materials science. Cendre brings that same multi-lens logic to any research question.

H1
He2
Li3
Be4
B5
C6
N7
O8
F9
Ne10
Na11
Mg12
Al13
Si14
P15
S16
Cl17
Ar18
K19
Ca20
Sc21
Ti22
V23
Cr24
Mn25
Fe26
Co27
Ni28
Cu29
Zn30
Ga31
Ge32
As33
Se34
Br35
Kr36
Rb37
Sr38
Y39
Zr40
Nb41
Mo42
Tc43
Ru44
Rh45
Pd46
Ag47
Cd48
In49
Sn50
Sb51
Te52
I53
Xe54
Cs55
Ba56
Hf72
Ta73
W74
Re75
Os76
Ir77
Pt78
Au79
Hg80
Tl81
Pb82
Bi83
Rn86
Fr87
Ra88
Rf104
Db105
Sg106
Bh107
Og118
Chemistry · Bio Materials · Quantum Geo · Thermo · Alkali Reaction sites Noble / inert
Output Provenance Tiers Cendre™
Known
Established, cited, documented fact
Grounded
Strong theoretical basis across fields
Inferred
Cross-domain extrapolation, verifiable
Speculative
Hypothesis with falsification condition
Frontier
No prior work found — gap confirmed
Every claim is tagged. Nothing speculative is labeled as established. Nothing frontier is presented as known.
Cross-Domain Hypothesis Engine
Cendre

The hypotheses that live
in the gaps between fields.

The periodic table is the original cross-domain document — every element understood simultaneously through the eyes of physics, chemistry, and biology. Cendre applies that same logic to any research question. Every discipline has blind spots shaped by its own vocabulary. A biochemist approaches a reaction through enzyme kinetics. A materials scientist through crystal structure. A quantum physicist through orbital configurations. Each asks good questions — but only the questions their field taught them to ask.

Cendre forces all nine disciplines to answer the same reaction simultaneously — then identifies where no single field had reason to look. The breakthroughs consistently live at the intersections of fields that weren't talking to each other.

Every output is structured, falsifiable, and cited. Every hypothesis carries a falsification condition. Five provenance tiers on every claim. No exceptions.

"The goal is not to be right. The goal is to expand the address space of what is worth testing — with enough structural integrity that a researcher can act on it."

Spatial Environments Platform
Locus

Four environments
we've shipped.

Locus is the platform behind every immersive environment we've built and deployed — Three.js, HLS, Asili-integrated, WebXR-ready. Each is a fully navigable 360° spatial documentary space. The same platform powers public museum installations, spatial archives, and community storytelling environments at any scale.

Three.js r157+ WebXR Gaussian Splat LiDAR HLS streaming GLSL shaders Spatial audio 4DGS capable Public installation
Orlando, FL
Inside Parramore
Collective Memory
Asili-integrated
Clarksdale, Mississippi
The Crossroads
Sounds of Knowledge
Spatial audio
Puebla, Mexico
El Mercado Vive
Community Narrative
Multi-scene
Cambridge, MA · MIT ODL
Table of Free Voices
OVU 2026
Asili · TOFV corpus
Table of Free Voices · Berlin 2006

The voices
that started everything.

112 thinkers. 48 countries. Berlin, 2006. The questions they carried became the seed corpus that Asili threads against every new community submission. Not as history — as active connective tissue between what was asked then and what communities are saying now.

"The only truths I trust are the ones I can't articulate — the ones that lie beyond my conceptual mind."

Pico Iyer
British-Born Journalist · Author

"We can begin to engage in that kind of communal work requisite to ascertain the truth together."

Eddie Glaude
Professor of Religion · Princeton University

"Social change without victimizing innocent human beings must be done out of deep compassion for others."

Cornel West
Professor · Social Commentator

"We make promises, but our promises are not kept to people worldwide — especially where people are vulnerable."

Sima Wali
President · Refugee Women in Development

Susan George, Jodie Evans, Bianca Jagger, Lillian Holt, and 108 additional voices. The full corpus spans over 7,000 responses from 112 speakers across 48 countries — the historical layer Asili threads against every new community submission.

Dropping Knowledge · Berlin 2006 · 48 Countries · 7,000+ responses · 112 speakers
Our Voices Unbound · 2026 Promo
The Next Layer

Our Voices Unbound —
September 9, 2026

A global civic gathering on the 20th anniversary of the Table of Free Voices. Communities across geographies, holding a single question. Asili threads every response against the 2006 corpus — mapping how the architecture of human thinking has shifted across two decades.

"What question do you carry for the future of the world?"
Sept. 92026 Global Launch
20Years of questions
Communities invited
ourvoicesunbound.org →
Work with us

Ready when you are.
Let's build something real.

Partners, researchers, institutions, funders — if you're working on something that needs infrastructure this precise, we want to hear from you. Every message is read by a human.