innercartography · spatial intelligence

Mapping
the interior
of things.

Spatial computing and knowledge architecture for buildings, communities, and complex environments. We turn the intelligence already embedded in place into systems you can navigate, query, and build on.

For Building Owners & Operators

Transform your properties into intelligent systems. Reduce blind spots. Make better decisions with spatial memory.

For Communities & Networks

Tools for coordination, governance, and collective intelligence — built for your sovereignty, not your data.

For Explorers & Collaborators

Spatial computing, knowledge systems, agent architectures. Build with us at the frontier.

Book a Call → Explore the Work

37.7749° N · 122.4194° W · SOMA · SAN FRANCISCO

I — What This Does

What This Actually Does

The philosophy is real. So are the outcomes.

01

Buildings That Learn

Turn buildings into learning systems — where operations, maintenance, and decisions become navigable memory.

02

Data Into Intelligence

Transform fragmented information across systems into usable, queryable, spatial intelligence.

03

Spatial Interfaces

Build 3D interfaces for navigating complexity — digital twins, knowledge graphs, and immersive environments.

04

Systems That Compound

Design knowledge architectures that improve over time. Every question answered makes the next one sharper.

II — Principles

The principles beneath the practice.

◈

Place as Knowledge

Every location carries embedded intelligence. The work is learning to read it — then building systems that can.

◇

Non-Extractive Design

Technology that strengthens communities rather than harvesting them. Sovereignty over dependency. Open standards over walled gardens.

◈

Contradiction as Data

Tensions between frameworks aren't errors. They're the most generative nodes in any system.

◆

Compounding Wisdom

Knowledge systems that get smarter with use. Architecture designed for accumulation, not decay.

III — The Work

Living Systems

1st Place · RP1 Hackathon

Primary System

ROOM

More than spatial memory. ROOM is a mindset — the spaces in between. Care is the currency of ROOM. A system for turning buildings into evolving memory structures, where operations, events, and decisions become navigable intelligence.

1st Place — RP1 Open Metaverse Hackathon (PLACES category)

Enter ROOM → Read the Why →

Runner-Up · SensAI Hackathon

Care Navigation

PathfinderXR — 8-Layer Care Map

A tool for caseworkers to offload cognitive complexity — interactive, privacy-preserving experiences that use awe to break through with clients. Helps people build agency and triage needs in order of real importance. Built on the lived experience of casework.

Runner-Up — SensAI Hackathon (Dec 2025) · With Elgin Rose

View on Devpost →

2nd Place · Age Tech Hackathon

Chorus team — Age Tech Hackathon winners

Intergenerational Care

Chorus — The Intergenerational Care Platform

By focusing on connection, purpose, and joy, we proved that caregiving tools can help not just caregivers cope — but help elders and their entire support circle thrive. Built for what's coming as zero-knowledge proof systems evolve to meet the needs of the caregiving ecosystem.

2nd Place — Age Tech Hackathon · Connection · Purpose · Joy

Read the Story →

Dunsmuir, CA · Mark Juarez

Dunsmuir Visionary Village

A place-based experiment in spatial memory, narrative systems, and future-state environments — something bigger coming to fruition. Where the land remembers, the buildings hold stories, and the architecture imagines forward. Dunsmuir, California.

Place · Memory · Narrative · Future-state environments

Enter the Mystery Tour →

IV — Services

What we can build together.

01

Spatial Computing

Build digital twins and spatial interfaces
Deploy Gaussian splat and scanning pipelines
Enable real-world navigation of complex environments
WebXR experiences on open standards

02

Knowledge Architecture

Design systems that organize and evolve knowledge
Build second-brain and agent-assisted infrastructure
Turn raw data into decision intelligence
LLM-maintained knowledge bases

03

Community Technology

Tools for coordination, governance, and shared intelligence
Non-extractive systems aligned with community ownership
Place-based organizational infrastructure

04

Real Estate & Property

Transform building operations into intelligence systems
Reduce blind spots across maintenance, risk, and decisions
Integrate AI into multi-property environments
Building scanning and digital twin creation

V — Who

Technology that listens to what a place already knows, rather than extracting from it.

InnerCartography is Michael's practice — a San Francisco-based studio building at the intersection of spatial computing, knowledge architecture, and community technology.

The work spans turning buildings into intelligent systems, designing knowledge architectures that compound over time, building multi-agent coordination layers, and helping communities develop technological sovereignty.

VI — Dispatches

Recent hyperblogs.

Dispatches from the practice — spatial epistemology, knowledge architecture, and the philosophy of place-based intelligence.

All dispatches →

VII — Enter

Work Together

Whether you operate buildings, build communities, or explore frontiers — there's a way in.

Run a pilot · Explore a collaboration · Apply this to a building or system

Book a Call → Partner on a Pilot

VIII — Contact

If something here resonates.

LinkedIn miiike415

Email michael444@
innercartography.one

GitHub innercartography

Mapping the interior of things.