The flood arrives at 2 a.m. The dashboard arrives next fiscal year.

NST-01 · Nakhon Si Thammarat

37Live

City Pulse

Real-time civic intelligence for Nakhon Si Thammarat City Municipality — 3D city, satellite, flood watch, Khao Luang & Pak Phanang basin. 30+ live data feeds.

Port truck traffic and regulatory compliance on one Laem Chabang screen. Coordinates traffic, cuts congestion, urban safety.

22Live

Laem Chabang City — LCB Map (33 km · 4 communities · 17 routes)

Laem Chabang Operations

Traffic Regulation

Phuket's transit, safety, and environment on one screen a governor reads in 30 seconds. Built in weeks, not procurement cycles.

A massive-scale command surface for Ho Chi Minh City. Integrates live traffic, flood monitoring, air quality, and dynamic routing into a single high-performance map for urban decision-makers.

21Live

HCMCx Super Dashboard

Metropolitan Operations

Lopburi Operations War Room — real-time FloodDash basin telemetry (ThaiWater/HII), Pa Sak Jolasid reservoir status, social listening, CCTV slot grid, and satellite layers for Lopburi province. One screen, four data streams, the dispatchable read.

55Live

Lopburi Operations

Intelligent Operations

Command surface for Muang Thong Thani — IMPACT Arena, Challenger halls, flood watch, traffic, AQI, and event load on one 3D district map. Built for operators running Thailand's densest mixed-use complex.

A full-spectrum IOC for Greater Kuching, Sarawak. Foreign exchange, flights, satellite imagery, and environmental signals — unified for the operators who run Southeast Asia's fastest-growing smart city.

05Live

Kuching IOC

Intelligent Operations

JPS river gauges on every basin, MET Malaysia warnings, buses and trains, ships and aircraft, air and fire, plus a citizen index that shows who lives far from help. One map, EN · BM · 中文.

56Live

Malaysia · God Mode

Intelligent Operations

Chula Control Tower is a real-time operations dashboard for Chulalongkorn University — 47 live data feeds across traffic, incidents, air quality, satellite imagery, CU Shuttle, news, and emergency events for Bangkok's Siam–Samyan district.

Chonburi Control Tower is a 3D command surface for the Eastern Seaboard: 42 live sources, coastal weather and marine state, market and tourism signals, mayoral incident feeds, EEC trends, and building-scale overlays in one operational lens.

16Live

Chonburi Control Tower

Coastal Intelligence

KMITL Control Tower is a real-time operations dashboard for King Mongkut's Institute of Technology Ladkrabang — 56 live data feeds across traffic, incidents, air quality, satellite imagery, campus shuttles, news, and emergency events for Bangkok's Lat Krabang district.

Yala Control Tower provides real-time civic intelligence for Yala City Municipality in Thailand's Deep South. A 3D city model, satellite layers, flood watch, Deep South security incidents, and over 30 live data feeds.

Give it a city. It maps it with satellite and base layers, absorbs whatever data you have, starts synthesizing. v.5 — five cities live.

24/7 Thailand air quality and dust watch. Province ranking, 3-day CAMS-minus-rain forecast, top-5 at-risk and PM2.5 provinces, washout logic, national pattern donut — one surface. Every province reads the same air picture from the same public data.

A 3D browser atlas of Bangkok — 432,077 real OSM buildings, terrain, air quality, rain radar, Treasury land prices, BTS/MRT lines, and canals. Walk the city block by block.

Bangkok's heritage, block by block — nine quarters from the royal island to Bang Krachao, 571 registered monuments, seven documented walks. The culture half of the BKKx pair, beside the operational twin at atlas.nonarkara.org.

A 3D city atlas and operations surface for DKI Jakarta — building massing, BMKG weather bulletins, citizen service CRM reports, and flood risk desks on one interactive screen. Bahasa Indonesia · EN.

Build a city on a real OpenStreetMap site and watch its economy grow. Inspired by SimCity 2000; 2026 urban-planning rules.

Open the demo ▸

69Live

Thailand Digital Valley — the campus as a 3D digital twin, a cluster of buildings on a surveyed base with roads and green

TDV · Thailand Digital Valley

Campus Intelligence

A full-campus digital twin of Thailand Digital Valley in Si Racha — 5 buildings, 86,000 m², sourced building information, 25 published floor plans, animated chibi visitors and IoT 1 CAD.

The Governor's operations centre for Bangkok now carries a place-fit pilot: pick a BTS station area, test it against your own rent and travel limits, and read what is reported around it — civic complaints, public places, the real walk to the platform. Desk research, not a property listing.

Open Bangkok IOC ▸

76Live

DHKx 3D Atlas · Dhaka

Metropolitan 3D Atlas

Block-by-block 3D spatial intelligence for Dhaka, Bangladesh. Reads building height, terrain slope, monsoon flood dynamics, and high-density urban morphology across 129 wards.

Chiang Mai's operations centre — a live Leaflet map of the city with weather, traffic and fire hotspots, plus an 850 hPa forecast layer. Desk research, not a property listing.

Open Chiang Mai IOC ▸

85Live

KLx 3D Atlas

City Dashboards

KLx 3D Atlas of Kuala Lumpur — public 3D atlas, buildings streamed as PMTiles.

Open KLx ▸

Intelligence

Signal & analysis · 10

04Live

SLIC Index

City Benchmarking

SLIC doesn't rank cities for you. Five pillars. Mayors decide what livability means. The math follows.

Open SLIC v3 ▸

24Live

Global Political Dashboard — live aircraft and ships over the Gulf, multi-front status, GPD Oracle forecast, market radar

Global Monitor

Four theaters: Middle East, Indo-Pacific, Thailand, Global. Aircraft, ships, conflict, fires, markets, 8-week escalation forecast. Open data.

AsiaWatch · Pan-Asian Sentinel

44Live

Five Asian theaters and five strategic chokepoints — Malacca, Hormuz, Bab-el-Mandeb, Taiwan, Sunda — on one live map: conflict frontiers, fires, air and maritime corridors, regional news and TV, from open data.

45Live

World Console

The whole planet on one screen: live aircraft and ships worldwide, conflict and fire hotspots, the intel column and market strip docked open. Same open-data engine, world scope.

MEM is the fastest open-source news surface for Middle Eastern conflict coverage. Live multi-source feeds, no editorial delay, no filter bubble. The signal before the cycle.

DayTraders is a personalized Thai market intelligence platform — Bloomberg-style signals applied to SET, MAI, mutual funds, RMF, and Thai ESG instruments. Graham, Buffett, and Munger frameworks built in; you set the KPIs that matter to your portfolio.

Useful, not impressive. World, lens, map, FX, capitol, odds, plan. Every screen changes one decision you can make this week. Research preview, not advice. Every number carries its age.

Architectural intelligence — 11 form profiles (rectilinear to pinwheel), 9 form-performance metrics: rent, area, sky reach, daylight, form distinctiveness. A 20-year reunion with a 2006 MIT thesis. Live scenario recalc on every edit. Inspired by SHDT.

Tri-border command dashboard for Thailand's Myanmar, Cambodia, and southern frontier theatres — live operations, historical playback, and executive-grade intelligence design on one map.

83Live

The Anchor Console

Dr Poon Thiengburanathum's Anchor Strategy v1.1 and Thailand's Economic Clusters V2, made interactive through Dr Non's analysis and console. Compare four scenarios, eleven clusters and what-if review thresholds, with source tiers attached. Published evidence and analytical judgments, not live data or predictions.

Open The Anchor Console ▸

Civic

National platforms & citizen infrastructure · 10

03Live

Smart City Thailand Index (SCITI)

National Programme

The official Smart City Thailand Index (SCITI) evaluating the progress and impact of 174 urban areas across the country based on the 7 Smart City pillars.

Real-time GPS tracking and passenger telemetry for Phuket's smart bus network. Designed for the rider's phone first — not a control room screen. Works on the road, in the heat, with one thumb.

SCTH V2 is a Smart City Thailand city data platform that absorbs civic reports from Telegram and LINE, analyzes problems with AI, and overlays near-real-time satellite and map layers for city builders, city developers, and city managers.

08Live

SCTH City Data Platform

Civic Intelligence

NSP is Thailand's national streaming platform — all 21 NBTC-licensed digital TV channels, free, full HD, on any device. Live EPG, per-channel viewership telemetry, AI content guide, and CAP v1.2 emergency alert integration in one interface.

Open live platform ▸

57Live

Forest Carbon Thailand

Environmental Watch

Forest Carbon Thailand — tap a province or draw a box for satellite-based carbon stock, forest removals and emissions, fire and fossil CO₂, with sources and uncertainty. Plus a T-VER project assessment workbench. ไทย · EN.

Open the assessment ▸

65Live

Thai Constitution Reader

Civic Intelligence

Read, highlight, listen to and practise the 2017 Thai Constitution across all 279 sections in Thai, English, and Chinese. Study cards, search, audio, and civic understanding. ไทย · EN · 中文.

Open reading room ▸

71Live

Smart City Thailand TechHunt

National Programme

The verified technology stockmarket for Thai cities: 125 verified startups across 7 smart-city domains, ranked by live signal strength for procurement officers and urban planners. A collaborative initiative by depa, SLIC, and UWN.

Open TechHunt ▸

74Live

Pirchchat · A-Lin-Ein

Community Platform

A Burmese-language community platform with persistent public rooms and a daily digest. Old-school Win95 chrome, built for the GovTech Youth Initiative.

Open Pirchchat ▸

77Live

Soonami — Coastal Tsunami Defense Platform

Soonami · Tsunami Defense

Disaster Preparedness

Coastal tsunami defense and early warning intelligence platform for the Andaman rim. Live buoy telemetry, seismic sensor networks, run-up modeling, and coastal evacuation vectors.

Open Soonami ▸

84Live

Community

Community places directory — map of places with categories and details.

Open co ▸

Emerging

Research-grade & new operating models · 13

38Emerging

20 Minutes with Dr Non

Podcast

Emerging podcast — ideas, agents, geopolitics, and the next twenty minutes. Live on Spotify; more episodes shipping.

Dr Non's AI Council is a personal multi-agent deliberation system: 11 AI justices with palindromic names (Tenet, Radar, Otto, Hannah, Ada…) running continuously on a local Mac, arguing through a shared transcript log, for around $3 a month. Trained on personal journals, decisions, and voice — proprietary by design, not by accident.

v1 · DIY Protocol ▸

10Coming soon

TKCX

Talent Intelligence

Talent Knowledge Collaborative Explorers (TKCX) is a game-based talent operating system that treats employees as party members, projects as quests, and team assembly as strategy. It makes every decision about people visible, measurable, and connected to outcomes — replacing org-chart politics with capability intelligence.

GitHub repo — coming soon ▸

11Preview

Second Brain OS

Knowledge Intelligence

Second Brain OS: your Obsidian vault wired to every AI coding platform via MCP. Brain-anatomy folders. 19 server configs. Agents in your voice, with your decision history. Years of knowledge, finally working.

Explore the architecture ▸

20Live

Horizon 45

Capability Lab

Horizon 45: a field instrument for AI judgment. Deepfake detection to prompt engineering. Real-world signals, capability portrait, learning roadmap.

ASCN Performance Review (Director's Cut)

46Live

ASCN Smart Cities Network - Director's Cut

Network Evaluation

A comprehensive insights dashboard into the ASEAN Smart Cities Network's performance across 134 projects and 38 cities — examining portfolio momentum and focus area shifts over four M&E cycles.

The updated Dao De Jing reading room: 81 chapters in English, Thai, and Chinese, with character study, illustrated notes, and Palette's colour relationships.

SME finance intelligence — balance sheet as signal, cash runway, bank scorecard, and composite finance indices (Ikigai, Lean, Zero, Default, Solvency). Development-stage research prototype; screenshots only — ABC Company Limited is fictitious mock data. No live deployment yet.

Read the original version

26In Development

Ikigai Finance Engine

Finance Intelligence

The FloodDash Blueprint is the open research companion to the live Thailand Flood Watch — sensor network, drainage logic, AI flood prediction, response playbooks, and the full data-to-decision pipeline laid out for any city to read, fork, and adapt. The blueprint that makes the system replicable, not a one-off.

The venture diligence and scorecard companion to Ikigai. Deal review, financial diligence checklist, thesis matching, and portfolio risk evaluation in one private workspace.

A world grows around you: a fictional life in an isometric Thai town, played at 2× to 20×. At every turn in the path you choose, and every choice has a cost. Saved in your browser. A placeholder host for now; it moves to life.nonarkara.org.

Open Life ▸

78Live

Universe 69: Beta

Autonomous Simulation

Two sealed procedural worlds observed continuously, governed by deterministic mechanics and emergent agent behavior — observed, never helped.

Observe Universe 69 ▸

80Live

The Pavilion · Spatial World

Spatial Metaverse

A sustainable, zero-cost, browser-native spatial metaverse built from scratch with modern architecture materials. An open alternative to hyperscaler virtual platforms, eliminating proprietary data monopolies, gated access, and rent extraction.

Enter the Pavilion ▸

Lab

Side tools · in the open · 26

A 16-bit browser arcade with a Brain Briefing on every cartridge — what skill it trains, how long a round takes, and the limit of the claim. No ads. Scores stay on this device.

Ekkasarn AI is a Thai document intelligence engine for tax invoices, receipts, and withholding tax certificates. Upload a real document or pick a sample; the system runs OCR, classifies the document, and extracts usable fields without mock data or a required login.

17Live

Ekkasarn AI

Document Intelligence

Paste a draft. The Non-Writer runs it through a chain of proxies and boxes, and comes out the other side as the sentence you meant to write — in the voice Dr Non would have used. Now also translates into any language you ask for.

The desk, by the numbers. A daily intelligence brief on the AI frontier — what's actually shipping, what is hot air, and what to read tonight. Sector watch, manual picks, and an archive that compounds.

Scraping as a service — no code. Hand it a URL and a question; it goes out, reads the page in the source language, and comes back with the answer in yours, with citations and structured JSON you can pipe downstream.

A free, evidence-first register of 261 luxury and collectible watch references. Cited comps, sourced provenance, credited on-screen stills — and the honesty ladder that shows where the data refuses to estimate.

Architectural Intelligence

35Live

Luma/house

Design a house by deciding — draw or AI-trace the plan, watch sunlit floor and solar heat live, then run living checks, systems, and cost before you generate a picture.

Hand this URL to Claude and it sets up OpenClaw for you — safely. Agent-executable setup, deep security model, local-LLM picks that fit your RAM, and risk-tiered tool calls. Docs only, no private data.

Bangkok has roughly 400,000 shophouses and no inventory of them. A long-form essay on reuse and embodied carbon, with the 2,311-building survey, the Treasury land-value pressure map, and the four-colour answer. Published in Shophouse Metropolis, Harvard GSD.

Twenty years of fieldwork on globalization, heritage industry, and the economy of urban space. 15 chapters, 76,312 words, 134 images, 5 hours of audio, 475 citations — read, listened to, and looked at on the site. v3 reading edition, 2026.

Open the book ▸

49Coming soon

RAG.NONARKARA

Document Intelligence

Upload PDFs and links. The system cites the document every time — and when the documents are silent, the bot says "I don't know". 100 MB free per workspace, served through Telegram and LINE. Local embeddings, local model, on one Mac in Bangkok — your documents never leave.

Open the workspace ▸

60Live

SCD — โต๊ะโค้ชฟุตบอล / Soccer Coach Desk: Thailand to World Cup Tactical Lab

SCD · Soccer Coach Desk

Tactical Simulation

Sideline coaching console and tactical lab for Thailand's Road to the World Cup. Ride the plans, adjust pressing detents, and switch shape in real time.

Open the coaching desk ▸

61Preview

Soccer tactics desk — NSP research prototype and broadcast-rights notice

Soccer · NSP

Football Research

A football tactics desk inside the NSP research prototype. Thai public-TV sources and official viewing destinations, with a rights notice before entry.

Open the research desk ▸

62Live

Vision

Computer-Vision Classroom

How a picture becomes numbers, edges, motion, and a guess. Learn on public cameras, train a model, and test it in your browser without uploading your own images.

ERP, ACT, CRM, and HR in one Thai/English workspace. Cash runway, expenses, and loan installments on the finance screen. The thumbnail shows ABC Company example data.

348 colour combinations. Search a relationship, study it in grayscale, copy its values. Dr Non's colour exhibition, inspired by Sanzo Wada.

Explore the palettes ▸

50Live

Axiom Design Core

Open Source Kit

The operating standard behind Axiom — tokens, components, the 5-line DNA, and AGENTS.md for any AI agent. Function first, then subtract. Drop into Claude Code, Cursor, Cline, Aider, or any other agent and the agent produces correct Axiom-style work on the first pass. MIT licensed — clone, fork, ship.

Open the repo ▸

02Live

Rams × NYCTA Design Core

Open Source Kit

Dr Non's reproduction-grade interface standard. Two layers: Rams silence (warm-grey field, hairline grid, one accent) for single views; the NYCTA wayfinding layer (closed trunk palette, disc, station plate, solid arrow) for multi-board systems. AGENTS.md for any AI agent. MIT licensed for original work; see NOTICE.md for what is not relicensed.

Open the repo ▸

51Live

Luggage Tag Aesthetic

Open Source Kit

Functional-minimalist white baggage-tag principles for websites, systems, docs, and AI agents. Design tokens (ground, ink, four ranks, spacing, mono, optional domain colours), a printed-stock B, an ephemera skin, six components, before/after examples, an agent-invocable skill, and a runnable tag-audit PO gate. MIT licensed.

Ten enforceable layout laws, with the static lint and the runtime audit that fail the build. The package: a single source of numeric truth (scale.mjs), a ratchet (moma-lint.mjs), a self-check that proves the published arithmetic (self-check.mjs), and a browser console for catching what only exists after layout (near-miss, ragged-row, orphan-grid). Demonstration page obeys its own laws.

Open the repo ▸

53Live

O3 — Power of the Third. Thailand's OTOP registry read as data — 154,078 records across 77 provinces, every one carrying source, completeness, and age.

O3 — Power of the Third. Thailand's OTOP registry, read as data. 154,078 records, 77 provinces. Every cell carries source, completeness, age. The registry is the registry — no scraping, no hallucination, provenance on every cell.

The Super League that never launched. Twenty-six clubs, real squads, straight-line passing — one decision at a time. Turn-based tactical soccer for one player or two sharing a pad. Press start, believe the next match matters, and read the pitch before you pass into it.

A three-day Shanghai guide in Thai, English and Chinese, written as letters. Still water running — the city read by someone standing in it.

A field lab for training small, organization-specific language models on private corporate data. From raw tokens to a portable model file you can hold and run anywhere.

Open LLM Lab ▸

79Live

CANINE // DOG.NONARKARA.ORG — Thai Bangkaew 3D procedural studio

CANINE // Bangkaew

Procedural 3D Canine Studio

A 3D anatomical and procedural simulation studio modeling the structure, gait, and alert posture of Thailand's native Bangkaew dog breed.

A Go study house that makes territory, liberties and the next move inspectable. Play on the board, follow lessons and read game records. Score estimates stay estimates, not life-and-death proof.

Play and study Go ▸

Pro bono · Institutional work

5 projects · institutional partners

ASEAN Smart Cities Network launch at SCSE Taipei

For ASEAN Secretariat

38 cities. 10 nations. One platform.

ASEAN Smart Cities Network

Stack Next.js Cloudflare Pages D1 Tailwind

ASEAN · UNDP · UN-Habitat

112,000 users. Born from real flooding.

ASEAN CSCO Handbook

Stack Static HTML Cloudflare Pages D1 Hand-tuned typography

UN DESA digital transformation workshop in Honiara

UN DESA · Solomon Islands Gov.

Whole-of-government digital roadmap.

Honiara · Two-day workshop

Stack Static HTML Cloudflare Pages Workshop facilitation deck

For depa Thailand

Thailand's digital agency, online.

Smart City Leadership · Bilingual

Stack Static HTML Cloudflare Pages Bilingual i18n

depa · US DOT

Fieldwork to software. City systems toolkit.

US-ASEAN Smart Cities Partnership

Stack Static + SSR Cloudflare Pages Workers D1

These are live, working platforms — not decks or reports. Each one was built with real institutional partners, deployed publicly, and is still in use. Click through and see what the work actually looks like when it ships.

Five stages · 2026

5Stops

5Cities

13Stage shots

1Thesis

Built once. Proven in public.

Five stages across Asia in 2026, each with the system running live in the room — SLIC Index in Taipei, FloodDash in Singapore, Shanghai and Hong Kong, DEPA in Osaka. Everything below is public record. The next one is a conversation.

2026.10.08

Osaka

Osaka Metropolitan University · Morinomiya What happens after the pilot works — and why the constraint is institutional, not technical. What happens after the pilot works — and why the constraint is institutional, not technical.

3Sessions 7minOn record 4Delegations
2026.09.22

Shanghai

Tomorrow.City Shanghai 2026 · Zhangjiang Science Hall Stop calling it a digital twin — call it God Mode. Raw speed to cubic metres to freeboard to whether the water fits. Stop calling it a digital twin — call it God Mode. Raw speed to cubic metres to freeboard to whether the water fits.

4thOn this stage 9Data sources 4PTakeaways
2026.07.10

Hong Kong

LEAP East 2026 · Orbital Stage · HKCEC From Congestion to Connection. FloodDash launched live — Thailand flood watch, 24/7, nine public sources. From Congestion to Connection. FloodDash launched live — Thailand flood watch, 24/7, nine public sources.

OrbitalStage tier 4Speakers 9Live sources
2026.04

Singapore

GITEX AI Asia · Marina Bay Sands · Main Stage Main-stage keynote, then a workshop that hit capacity in minutes. Hallway full, every face on the demo. Main-stage keynote, then a workshop that hit capacity in minutes. Hallway full, every face on the demo.

1K+Main stage 23K+Attendees FullWorkshop
2026.03.18

Taipei

Smart City Summit & Expo · City Vision stage A working surface built in the room, not concept art. 174 cities, 53 nations, adjustable ranking logic. A working surface built in the room, not concept art. 174 cities, 53 nations, adjustable ranking logic.

174Cities 53Nations 45mTo build

Every stop carries a date from the organiser's own agenda or programme. Nothing here is asserted without one behind it.

Field notes · 6 patterns · how we ship

How it gets built

Field notes

Things learned by actually shipping.

Twenty systems. Two people. Twelve months. These are the patterns that held — and the ones that didn't. Published here because the gap between what governments need and what the market supplies only closes if people share what they've figured out.

The vendor said no. We shipped in fourteen days.

Every system on this page started because a procurement cycle, a vendor quote, or a committee said the problem was too complex or too expensive. The answer was never to argue — it was to build a rough working version and put it in the room. A live surface changes the conversation faster than any proposal.

AI-native is not AI-assisted.

Every line of code across these systems was written by Claude Code, directed by Dr Non. The AI is the engineer. The human is the architect. This isn't a shortcut — it's a different model of who does what. Knowing how to direct AI precisely is the skill that compounds. The code is not the hard part.

The problem is never the data. It's always the decision behind the data.

Clients ask for dashboards. What they need is clarity on one decision that must get faster or better. Find that decision first. Everything else — the feeds, the stack, the interface — flows from it. Skip this step and you build a beautiful dashboard nobody checks after the launch week.

An org chart tells you who reports to whom. It tells you nothing about who should build what with whom.

TKCX was built on this gap. Game archetypes, readiness scores, and a Moneyball salary cap exposed what the org chart hid: the right people for a given project, the chemistry between them, and the skill gaps that will surface midway through. Treat talent like a portfolio, not a headcount.

A single AI answers. A council deliberates.

For decisions that matter, a single model gives you one framing — the one baked into its training. The AI Council runs eleven justices with different priors, explicit moves, and a shared transcript everyone reads before speaking. The disagreement is the product. You leave with a more defensible position than you started with.

Instrument from day one. Not after.

Every Axiom system ships with a data trail: pageviews, usage signals, decision logs. Not because we need the analytics on day one — but because retrofitting measurement onto a live system is nearly impossible, and the next version is always built from what the first version taught you. Leave a record.

Built with

114 tools · 9 layers

cloud// local

GitHub Pages React Claude Code Opus 4.8 Deck.gl Python GISTDA Telegram M5 Max · 128GB

9 layers. 117 tools. One desk in Bangkok. Click below for the full list.

Full technology stack

Cloud Infrastructurewhere it runs14

DockerGitHub PagesVercelCloudflare PagesCloudflare WorkersWranglerCloudflare DNSCloudflare R2NetlifySupabaseRenderRailwayFly.ioHetzner VPS

Framework & Connectorswhat wires it10

ReactNode.jsNext.jsTailwind CSSViteExpressGitHub ActionsngrokFastifyCloudflare Tunnel

Platform & Build Toolswhere we build16

VS CodeGitHubCursorClaude CodeOpenAI CodexTerminalWarpObsidianClineWispr FlowKilocodeGoogle AntigravityGoogle StitchClaude DesignPlaywrightBlip

AI Models & Enginesthe intelligence18

OpenAI GPTGoogle GeminiGrokPerplexityDeepSeekOpus 4.8OllamaKimi 2.7Kimi 2.6GLM 5.2Qwen3-Coder 30BQwen2.5-Coder 32BQwen2.5-Coder 7BGemma 4 12BFable 5OpenRouterlitellmnomic-embed

Software & Librariesthe working parts19

RedisSQLiteD3OpenCVLeafletMapbox GLChart.jsPostGISYOLODeck.glMapLibrepgvectorgrammYvis-networkLINE SDKFirebaseReact RouterTelegram Bot APIXiaohei illustration

Languagesthe source9

JavaScriptPythonHTMLCSSTypeScriptSQLPHPBashGo

Live Data Sourcesthe inputs15

NASA FIRMSNASA GIBSWorld BankCopernicus SentinelFREDOpen-MeteoOpenSkyOpenAQGDELTEIAACLEDBank of ThailandGISTDAAISStreamCelesTrak

Channelsthe outputs7

WhatsAppTelegramSlackDiscordLINEFeishuWarp

Local Runtimethe desk6

M5 Max · 128GBM3 MacBook AirChrome Remote DesktopGitPostgreSQLDocker Desktop

cloud// local

Local-first. No build team. No vendor lock-in. The M5 Max runs inference, builds, and deploys from one desk in Bangkok.

Who builds it

Bangkok

Two founders. No handlers.

You talk to the people who write the code and decide the architecture. When the work needs UAV operators or traffic engineers or policy translators, we pull them in for that mission only — never as a standing bench.

Dr. Non Arkaraprasertkul

Co-Founder · Systems & Story

Anthropologist, architect, builder. He watches how cities actually behave, then turns that mess into interfaces people use without a training manual.

PhD · HarvardMPhil · OxfordMSc · MITVisiting Lecturer · MIT

View CV ▾

Harvard PhD in Anthropology. MIT and Oxford alumnus. Former Visiting Lecturer at MIT, postdoctoral fellow at NYU. He designs from fieldwork first — because people aren't spreadsheets and cities aren't slides.

Current Role

Senior Expert in Smart City Promotion, Digital Economy Promotion Agency (depa), Bangkok — May 2019–present. Advisor to Thailand Media Fund, SLIC, NXPO, and the National Strategic Taskforce on Northern Economic Corridor (NeEC).

Education

PhD in Anthropology, Harvard University, 2016
MA in Anthropology, Harvard University, 2015
MPhil in Modern Chinese Studies, University of Oxford, 2010
MSc in Architecture Studies + Urban Design Certificate, MIT, 2007
BArch, First Class Honors / Summa Cum Laude, KMITL, 2004

Selected Roles

Visiting Lecturer, MIT — Architecture and Urban Design
Global Postdoctoral Fellow, New York University Shanghai
Expert-In-Residence (Urban Anthropology), IDEO Shanghai
Honorary Senior Lecturer, University of Sydney
Rectorial Visiting Professor, Jagiellonian University, Kraków
Expert (Product and Service Design), True Digital Group, Bangkok
Teaching Fellow, Harvard University

Scale of Work

120+ technology and public-private projects across 77 Thai provinces
5,000+ government officials trained in digital literacy and smart city
300+ keynote appearances at global and domestic forums
50+ publications in Urban Studies, Journal of Urban Design, and others

Selected Awards

Tomorrow City China Leaders' Award, 2025
ASOCIO Best Project (DX) Award, 2024
Smart City Expo World Congress — Global Leadership Award, 2024
Taiwan Presidential Hackathon — Excellent Team, International Track, 2023
Expo 2020 Dubai Future Water Hack — First Prize, 2022

ResearchGate ▸

Dr. Poon Thiengburanathum

Co-Founder · Infrastructure & Delivery

Engineer, strategist, operational anchor. He keeps ambition tied to working systems and makes sure the product survives contact with reality.

PhD · Civil EngineeringAssoc. Prof. · CMUSmart City Master Plan

View CV ▾

Associate Professor at Chiang Mai University. Co-author of Chiang Mai's Smart City Master Plan. Works on cities as complex adaptive systems — real-time bus prediction, transit decision support, sustainable infrastructure.

Current Roles

Deputy Director, Program Management Unit for Area-Based Development (PMU-A), Ministry of Higher Education, Science, Research and Innovation, Thailand; Director, Excellence Center for Urban Study and Public Policy (ECUP), Chiang Mai University.

Education

B.Eng. in Civil Engineering, Chiang Mai University, 1995
M.S. in Construction Management, University of Colorado at Boulder, 1997
Ph.D. in Construction Management, University of Colorado at Boulder, 2003
M.S. in Transportation Engineering, University of Colorado at Denver, 2003

Core Expertise

Civil engineering, construction management, sustainable infrastructure development, climate change, disaster management, logistics, urban planning, urban mobility, and transportation systems.

Selected Work

Head of Sustainable Infrastructure Development and Climate Change Research Unit, Chiang Mai University, 2010–present
Lead Coordinator, Research University Network (RUN) for Climate Change and Disaster Management, 2015–present
Bus rapid transit and mass transportation studies in Chiang Mai
Integrated land-use, logistics, and transport management with World Bank
Green logistics and renewable energy projects for agriculture and industry
Disaster management for critical infrastructure and supply chains

ResearchGate ▸

The collective, on call.

Researchers, traffic engineers, anthropologists, financiers, policy translators, media operators. They join by problem, not org chart. We pay for the brains we need, when we need them.

Traffic engineersUAV operatorsEconomistsFinanciersPolicy translatorsUrban researchersMedia operators

Press · 6 outlets · GovInsider, ASEAN, YouTube

In the press

Read. Watch. Decide.

Outside coverage of the work.

With the vendor saying no, Thai civil servant built his own tools

GovInsider · News

Can Innovation-as-a-Service close the gap between policy and implementation?

GovInsider · Feature

They built the index, but you build the ranking

Mayors of Europe

On digital connectivity, open innovation, and why smart cities only work when inclusion scales

The ASEAN Magazine

How AI is mining city data cheaply and making them smarter

YouTube · Video

Why smart cities need citizens, not just technology

TechNode Global

Brand Kit · 8 sheets · download available

View all brand sheets

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Coverage, not fieldwork. Frames are approximate; dots are city references for provincial studies.

Map sources

Natural Earth · 1:110m · Public domain
Thailand · Coarse coverage frame
Chiang Mai province · City reference, not field site
Nakhon Si Thammarat · City reference, not field site
Middle East / Gulf · ADS-B analysis frame · p. 4

Research

Preprints · Not peer-reviewed

Rain to Phone: What an open, end-to-end flood monitoring system shows about Thailand's coordination gap

Poon Thiengburanathum, Non Arkaraprasertkul · 2026-11-04 · FloodDash · v1

Thailand · National

Study details

Question: Can public flood feeds become a working rain-to-alert chain without waiting for agencies to merge?
Evidence: 124 days of alert records; 44 feeds. Median gauge-to-alert lag was 6.7 minutes in 162 matched alerts. A retrospective watchlist reached 84.4% recall at 12.5% precision (pp. 3-5).
Limitations: The replay uses the same gauge network as its reference, not an independent flood record. Alert generation is not phone receipt or protective action; only 29 Telegram subscribers were recorded (pp. 3, 5).

Nobody owns the haze: An open, end-to-end warning system for Thailand, and its first 110 days

Pun Thiengburanathum, Non Arkaraprasertkul · 2026-11-04 · AirDash · v1

Thailand; mainland Southeast Asian fire context · National

Study details

Question: What can an open haze-warning chain deliver, and where do monitoring coverage and forecast skill still fall short?
Evidence: 110 pre-burning-season days; 58,298 scheduled pulls across 23 logged sources. 98.7% were marked successful despite two token-gated feeds skipping without data. Persistence outperformed the corrected forecast (pp. 3-4).
Limitations: This is an early-season systems audit, not a multi-year trend or health-impact study. Telegram handoff to one or two chats does not establish population receipt or response (pp. 1, 3, 6).

From Gauge to Shelter: Why Thai Smart-City Programmes Stall Between Measurement and Action

Poon Thiengburanathum, Non Arkaraprasertkul · 2026-11-04 · CNX · v1.0

Chiang Mai province · Provincial

Study details

Question: Which links between measurement, warning and shelter can a provincial operations room assemble from public data?
Evidence: An audit of 311 datasets, 2,869 resources and 177 official shelter rows. The official shelter list contained no coordinates; the system records differing precision for subsequently located shelters (pp. 2-5).
Limitations: Catalogue absence means not found in the specified searches, not absent everywhere. This is a descriptive audit and feasibility study, not a test of institutional causes or warning outcomes (pp. 1-3).

Seeing a War Without Standing in It: What open ships, planes, satellites and markets reveal about the 2026 Gulf conflict, and where they go blind

Poon Thiengburanathum, Non Arkaraprasertkul · 2026-11-04 · GlobalWatch / GlobalMonitor · v1.0

Middle East and Gulf; global comparison areas · Regional

Study details

Question: What can ships, aircraft, thermal satellites, markets and regulators reveal from outside a conflict zone?
Evidence: Five observation channels, with control ports and explicit coverage checks. Gulf port calls fell to 28% of their earlier rate; only 17.5% of 68,680 vessel positions were under six hours old (pp. 1-4).
Limitations: One-event descriptive comparisons do not identify causes. Sparse receivers, stale positions and industrial heat cannot establish absent activity, weapons attribution or human impact (pp. 2, 5-6).

The Last Mile Is Institutional: Why Thailand's Smart Cities Stall Between Monitoring and Action, and What One City Built to Cross It

Poon Thiengburanathum, Non Arkaraprasertkul · 2026-11-04 · NST Control Tower · v1

Nakhon Si Thammarat city and province · Provincial

Study details

Question: What can a city control-tower prototype connect, and which institutional links remain outside its authority?
Evidence: A participant case combining 216 catalogue datasets, dated provincial station snapshots and an operational audit. Its 47 adapters support source-labelled briefings and human verification (pp. 3-5).
Limitations: Two checks 145 minutes apart do not measure warning delay. Hydraulic and camera calibration, official receipt, adoption and public-safety outcomes remain unestablished (pp. 4-6).

From Strategic Foresight to Inspectable Decisions: A Provenance-Aware Scenario Console for Thailand's Economic Clusters

Poon Thiengburanathum, Non Arkaraprasertkul · 2026-11-05 · The Anchor Console · v1

Thailand; national economic clusters and regional analytical overlays · National

Study details

Question: How can a scenario console keep source claims, strategic judgments and executable conventions distinguishable?
Evidence: A pinned-code audit of eleven economic clusters and four conditional switches. Exhaustive enumeration produces 16 configurations and 176 cluster-state rows: 32 changed, 144 unchanged. A downloadable source supplement reproduces the results.
Limitations: A methods preprint draft, not a forecast or policy-impact evaluation. Complete underlying reports were unavailable for independent reading. Scores are judgments; one-step upgrades are conventions. Later statistical discrepancies do not prove original-vintage errors.

Four Gaps and One Chain: Where Thailand's Smart-City and Digital-Government Promotion Stops Short of Action

Poon Thiengburanathum, Non Arkaraprasertkul · 2026-11-05 · SCITI · v1

Thailand · National

Study details

Question: Do four common explanations for stalled Thai smart-city promotion survive contact with national data?
Evidence: Of 20 environment and safety headline projects in 21 endorsed city records, 15 stop at sensing and 2 name an alert (pp. 4-5). Certified provinces were not detectably more haze-exposed (delta -0.32, CI -0.61 to +0.01) (p. 5).
Limitations: Single-coder one-line titles, one-province audits, no outcome series, and authors who built the systems and work for the studied agency; procurement is untestable (pp. 7-8).

Democratizing Effective Decision-Making through Dashboard Building

Non Arkaraprasertkul · 2026-11-05 · Five city boards · v1

Five cities in Southeast and South Asia · Geography not established