Axiom Decision Systems
Work With Us
THAILAND
AUTO TOUR
PROJECT SCOPE THAILAND
National coverage · THB
SYSTEMS IN VIEW · 4
All Systems Online

Innovation as a Service

City data exists. Nobody sees it in crisis. One screen. One decision. Two weeks.

38 Systems in Production
24/7 Live Monitoring
5 Countries
The problem we solve
For governors · mayors · agency heads · operators

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

Rain, traffic, air, complaints, satellites — scattered across a dozen agencies. Crisis hits, you have no picture. We build the picture. One screen. One decision. Two weeks.

Sound familiar?
01

The data exists, but it is split across agencies, PDFs and spreadsheets. Nobody sees the whole city on one screen.

02

The vendor quote takes a year and a budget cycle — and delivers a slide deck, not a working system.

03

When something goes wrong, the first hour goes to phone calls about what is happening, not decisions about what to do.

Boutique vs big firm.
The big firm

A senior partner sells you the project. A junior team you never met builds it. You get slides, delays, and a vendor to manage.

Axiom

The people you meet are the people who build. No salespeople. No hand-offs. You judge a working system, not a promise.

Bring the problem. We design, build, run it.

How it works · three steps
01
Week 1 — Name the decision.
We sit with the person who decides — a governor, a flood desk, a port authority — and agree on one decision to speed up, who owns it, and what data exists.
02
Week 2 — Put a working screen in the room.
Built on the data you already have plus free public sources. No new hardware. You judge a live system, not a mock-up.
03
From day one — Measure, then scale.
Every screen logs who uses it, and for which decision. You scale only what is proven to be used.
What changes · measured on live systems, not promised
30 sec
Phuket Ops

Transit, safety and environment on one screen a governor reads in 30 seconds.

77
FloodDash

Every Thai province on one flood picture — 9 public sources, refreshed every 3–60 minutes.

45 min
SLIC Index · Taipei

157 cities ranked live — shown working on stage within a 45-minute keynote.

14 days
Field note 01

A vendor called it too complex. A working version was in the room fourteen days later.

63 systems across 5 countries. Open one. Use it. Judge.

Before you ask
Q1
Is it expensive?
No hardware. Step one is a two-week proof on data you already own. Anything bigger waits until you've seen it work.
Q2
Will it work with our data?
Yes. Every system on this page already runs on Thai public data — TMD, GISTDA, the Pollution Control Department, OpenStreetMap. Messy data is normal; it is where we start.
Q3
Is our data safe?
Yes. The first step uses only public data, so sensitive records never leave your hands. Delivery follows PDPA, GDPR-informed principles and ISO/IEC frameworks — by practice, not certification (see Credentials).
Q4
You're a small team. Can you deliver?
Yes. You deal directly with the builders — Dr Non Arkaraprasertkul and Dr Poon Thiengburanathum. Specialists join per mission.
Q5
Will it still run after launch?
Yes. Most systems on this page have run long past their launch. Each is documented and instrumented so your team can keep it going.
Live in production
63 systems · 5 countries

Each system below started as one decision someone couldn't make fast enough. Live today. Open. Use. Judge.

Sandbox // Live

These aren't demos. They're working systems in a sandbox — built to scale, not to impress. NDA-protected deployments run larger; what you see here behaves like them, with advanced modules withheld.

Verified2026-09-28
Systems63
In production38
Countries5
Public sources247+
Followers112K
Stages 20264
Last deploy~5 min ago
City Dashboards
Real-time city operations rooms & environmental watch · 19
23Live
FLOODDASH — Thailand Flood Watch
FLOODDASH (Thailand Flood Watch)
National Programme
A real-time, openly-sourced flood watch built so every Thai province can read the same situation picture from official public data. Streams 9 public sources every 3–60 minutes.
Open live system ▸
58Live
FloodDash Facebook community — 112K followers, collaboration SLIC · depa · RCAD
FloodDash Community
Open Intelligence
The public-facing channel for the system above — 112K followers, 37K likes on Facebook. Daily flood briefings in Thai, with SLIC · depa · RCAD. Data today. Safer tomorrow.
Follow on Facebook ▸
32Live
Sikhio Town Municipality Operations
Sikhio Town Operations
City Pulse
A live command surface tracking the Sikhio Town Municipality — integrating AQI, weather, traffic patterns, and live city data to aid municipal decision-making.
Open live system ▸
37Live
NST-01 · Nakhon Si Thammarat City Municipality
NST-01 · Nakhon Si Thammarat
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.
Open live system ▸
22Live
Laem Chabang City — LCB Map (33 km · 4 communities · 17 routes)
Laem Chabang Operations
Traffic Regulation
A live command surface monitoring truck traffic and regulatory compliance across Laem Chabang City. Designed to coordinate port traffic, minimize congestion, and ensure urban safety.
Open live system ▸
01Live
Phuket operations dashboard
Phuket Ops
Regional Operations
Phuket's transit, public safety, and environmental signals, unified into one surface that an actual governor can read in 30 seconds. Built in weeks, not procurement cycles.
Open live system ▸
21Live
HCMCx Super Dashboard
HCMCx Super Dashboard
Metropolitan Operations
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.
Open live system ▸
55Live
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.
Lopburi Operations
Intelligent 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.
Open the war room ▸
33Live
Muang Thong Thani Super Dashboard — IMPACT Arena digital twin
MTT Super Dashboard
District 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.
Open live system ▸
05Live
Greater Kuching IOC
Kuching IOC
Intelligent Operations
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.
Open live system ▸
56Live
Malaysia · God Mode — JPS river gauges, MET Malaysia warnings, transit and aviation signals on one map
Malaysia · God Mode
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.
Open the live map ▸
13Live
Chula Control Tower
Chula Control Tower
Campus Intelligence
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.
Open live system ▸
16Live
Chonburi Control Tower
Chonburi Control Tower
Coastal Intelligence
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.
Open live system ▸
18Live
KMITL Control Tower
KMITL Control Tower
Campus 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.
Open live system ▸
19Live
Yala Control Tower
Yala Control Tower
Civic Intelligence
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.
Open live system ▸
15Live
City Hub
City Hub
City Intelligence
City Hub is a replicable city intelligence platform — give it a city name, and it maps it with satellite and base layers, absorbs whatever data you have, and starts synthesizing the picture. v.5, five cities live.
Open live system ▸
27Live
AirDash — Thailand Air Quality & Dust Watch
AirDash
Environmental Watch
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.
Open live system ▸
36Live
BKKx 3D Atlas — Bangkok block by block
BKKx 3D Atlas
3D Urban Atlas
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.
Open live system ▸
43Live
BKKx Culture — Bangkok heritage atlas, nine quarters
BKKx Culture
Heritage Atlas
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.
Open live system ▸
Intelligence
Signal & analysis · 8
04Live
SLIC Index
SLIC Index
City Benchmarking
The SLIC Index doesn't tell cities what they're worth. It shows them five pillars and lets them test their own priorities. Mayors decide what livability means — and the math follows.
Open live system ▸
24Live
Global Political Dashboard — live aircraft and ships over the Gulf, multi-front status, GPD Oracle forecast, market radar
Global Monitor
Strategic Intelligence
Four theaters: Middle East, Indo-Pacific, Thailand, Global. Aircraft, ships, conflict, fires, markets, 8-week escalation forecast. Open data.
Open live system ▸
44Live
Asia Political Dashboard — five Asian theaters, live air and sea traffic, conflict frontiers on one map
Asia Political Dashboard
Strategic Intelligence
Five Asian theaters — Southeast Asia, East Asia, South Asia, Thailand, and the Gulf as Asia's energy lifeline — on one live map: conflict events, fires, air and sea traffic, regional news and TV, from open data.
Open live system ▸
45Live
Global Political Dashboard world console — planet-scale live traffic, conflict hotspots, intel column and market strip
World Console
Strategic Intelligence
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.
Open live system ▸
06Live
Middle East Monitor by NON — live conflict surface, multi-source news, market impact
Middle East Monitor
Open Intelligence
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.
Open live system ▸
14Live
DayTraders — SET correlation map linking Thai equities to global macro, FX, rates, and sentiment
DayTraders
Market Intelligence
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.
Open live system ▸
41Live
DAY 2 — market intelligence built to change one decision this week
DAY 2
Working Instrument
Market intelligence built to be useful, not impressive. World, lens, map, FX, capitol, odds, and plan — every screen must change one decision you can make this week. Research preview, not advice. Every number carries its age.
Open live system ▸
42Live
Geopolitical Watch — Thailand tri-border command dashboard
Geopolitical Watch
Border Intelligence
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.
Open live system ▸
Civic
National platforms & citizen infrastructure · 4
Emerging
Research-grade & new operating models · 9
38Emerging
20 Minutes with Dr Non podcast banner
20 Minutes with Dr Non
Podcast
Emerging podcast — ideas, agents, geopolitics, and the next twenty minutes. Live on Spotify; more episodes shipping.
Open on Spotify ▸
09Preview
Dr Non's AI Council
Dr Non's AI Council
Agentic Intelligence
A personal multi-agent deliberation system: 11 AI justices with palindromic names running continuously on a local Mac, arguing through a shared transcript log, for around $3 a month. Proprietary by design.
View on GitHub ▸
10Coming soon
TKCX — game-based talent operating system (under development)
TKCX
Talent Intelligence
A game-based talent operating system that treats employees as party members, projects as quests, and team assembly as strategy — replacing org-chart politics with capability intelligence.
GitHub repo — coming soon ▸
11Preview
Second Brain OS
Second Brain OS
Knowledge Intelligence
Second Brain OS connects your Obsidian vault to every AI coding platform simultaneously via MCP. Brain-anatomy folder structure, 19 server configs, agents that write in your voice and remember every decision.
View on GitHub ▸
20Live
Horizon 45
Horizon 45
Capability Lab
Horizon 45 is a field instrument designed to test actual AI judgment. From deepfake detection to prompt engineering, users navigate real-world signals and leave with a capability portrait and learning roadmap.
Open live system ▸
46Live
ASCN Smart Cities Network - Director's Cut
ASCN Performance Review (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.
Open live system ▸
26In Development
Ikigai Finance Engine — SME finance intelligence dashboard
Ikigai Finance Engine
Finance Intelligence
SME finance intelligence — balance sheet as signal, cash runway, bank scorecard, and composite finance indices. Development-stage research prototype; screenshots only — ABC Company Limited is fictitious mock data. No live deployment yet.
View research repo ▸
28Preview
FloodDash Blueprint — data-driven AI dashboard and analytics for effective flood prevention
FloodDash Blueprint
Open Blueprint
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.
View on GitHub ▸
Lab
Side tools · in the open · 22
39Live
Non-Gaming System — 16-bit practice floor
OmniArcade
Brain Practice
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.
Open live system ▸
17Live
Ekkasarn AI
Ekkasarn AI
Document Intelligence
Ekkasarn AI is a Thai document intelligence engine for tax invoices, receipts, and withholding certificates. Upload a real document; the system runs OCR, classifies it, and extracts usable fields — no login.
Open live system ▸
29Live
The Non-Writer — your text, rewritten the way Dr Non would have written it
The Non-Writer
Writing 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.
Open live system ▸
30Live
Dr Non's Digests — the desk, by the numbers
Dr Non's Digests
News Intelligence
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.
Open live system ▸
31Live
Non-Scrape — scraping as a service, no code
Non-Scrape
Scraping Service
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.
Open live system ▸
34Live
Time Pop — a free, evidence-first register of 261 luxury and collectible watch references
Time Pop
Watch Intelligence
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.
Open live system ▸
35Live
Luma/house — decision-sequence house design with live solar and living checks
Luma/house
Architectural Intelligence
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.
Open live system ▸
40Live
Dr Non's OpenClaw Set-Up — agent-executable local AI gateway guide
OpenClaw Set-Up
Agent Gateway
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.
View on GitHub ▸
47Live
Shophouse Metropolis — Bangkok's 400,000 shophouses mapped against Treasury land value and setback pressure
Shophouse Metropolis
Urban Research
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.
Read the essay ▸
48Live
Locating Shanghai — 20 years of fieldwork on globalization, heritage industry, and the economy of urban space
Locating Shanghai
Fieldwork Book
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 — retrieval-augmented generation over your PDFs and links. Cites the document every time, says 'I don't know' when the corpus is silent. 100 MB free per workspace, served through Telegram and LINE. Hosted on one Mac in Bangkok, with local embeddings and a local model — your documents never leave.
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
CHAOS XI — Thailand versus Asia, formations, pressing and match telemetry
CHAOS XI · Champion
Tactical Simulation
Set the formation, pressing, and plan. Watch the match respond. A football coaching board, career, and tactical classroom on the same simulation.
Open the touchline ▸
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 with picture, numbers, edges, motion and objects lenses
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.
Open the classroom ▸
63Sign-in required
EACH finance workspace — ABC Company example data, cash runway, expenses and loan installments
EACH
Business Operations
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.
Open EACH ▸
59Live
Palette — plate 126: Ivory Buff, Yellow Ocher, and Deep Lyons Blue
Palette
Colour Exhibition
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 — Dr Non's operating standard for decision systems. Tokens, components, the 5-line DNA, and AGENTS.md for any AI agent. MIT licensed. Drop into Claude Code, Cursor, Cline, or any other agent to produce correct Axiom-style work on the first pass.
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 — Dr Non's reproduction-grade interface standard. Warm-grey field, hairline grid, closed colour palette, and the NYCTA wayfinding layer. AGENTS.md for any AI agent. MIT licensed for original work.
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
Dr Non's Luggage Tag Aesthetic — every zone has a job: loop, perforation, context line, fallback name, destination code, barcode + stable ID, claim stubs. Anatomy of the tag.
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.
Open the repo ▸
52Live
Dr Non's MoMA rules — 'Curate to fit the grid.' If N ÷ C ≠ 0, the grid is not finished. Four legal responsive densities (192/296/400/608px at 1280).
MoMA Rules
Open Source Kit
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
Strategic Intelligence
O3 — Power of the Third. Thailand's OTOP registry read as data: 154,078 records across 77 provinces, every one carrying its source, its completeness, and its age. No scraping, no AI hallucination: the registry is the registry, with provenance on every cell.
Open the registry ▸
54Live
Super League — turn-based tactical soccer for one player or two sharing a pad. Twenty-six clubs, real squads, straight-line passing, one decision at a time.
Super League
Brain Practice
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.
Press start ▸
Pro bono · Institutional work
5 projects · institutional partners

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.

Four stages, one arc
2026 · Taipei · Singapore · Shanghai · Bangkok

Governments are tired of waiting for the deck.

Q1: Taipei. Q2: GITEX Singapore. Q2.5: Tomorrow.City Shanghai — God Mode on the cube screen, FloodDash cooked live. Q3: LEAP East. Same thesis: build now, not after the budget cycle.

Taipei · City Vision Stage · March 2026

Live dashboard, demo'd in 45 minutes.

Keynote at the Smart City Summit & Expo. Working surface in the room, not concept art. SLIC went live during the talk: 157 cities, five pillars, adjustable ranking logic.

"We didn't build an index for the shelf. We built a command system for the street. You build the ranking; we build the reality."— Dr. Non, Taipei keynote
174
Cities indexed
53
Nations represented
3,000+
Intel partners
45m
First live demo
[T+00:00:00]

Keynote delivered at SCSE 2026 Taipei. Focus: rapid urban response, public dashboards, and cross-border data governance.

[T+00:45:00]

Live dashboard demonstration completed inside 45 minutes. Working surface, not concept art.

[T+01:15:00]

SLIC live: 157 cities, five pillars, adjustable ranking logic. Interest confirmed across mayoral and city-network audiences.

ENCRYPTED_TRANSMISSION // FIELD_01

“We didn't build an index for the shelf. We built a command system for the street. You build the ranking; we build the reality.”

Singapore · Marina Bay Sands · Main Stage · April 2026

Standing room only.

Main-stage keynote at GITEX AI Asia. Then a workshop on Government Innovation as a Service that hit capacity within minutes — standing room taken, hallway full, every face locked on the live demo.

"The room was standing-room only. That is not applause — that is a demand signal. Governments want working systems. They are tired of waiting for the deck."— Dr. Non, post-keynote
1,000+
Main stage audience
23K+
Total attendees
110+
Nations represented
Full
Workshop capacity
[T+00:00:00]

Axiom invited to GITEX Asia 2026, Marina Bay Sands, Singapore.

ENCRYPTED_TRANSMISSION // FIELD_02

“The argument is clear: better screens lead to better questions. Better questions lead to better governance.”

Tomorrow.City Shanghai 2026 · Main Stage · 2026

Stop Calling It a Digital Twin. Call It God Mode.

A digital twin is the polite name. God Mode is the honest one — the holistic view of what a god would see of your city, so you can manage it better, not worship the dashboard. Dr Non's fourth time on this stage; the venue is the side story. The idea is the product: FloodDash on the cube screen, cooked live in the room.

"Filter every concept through the 4Ps — Purpose, Practicality, Proof, People. Then design for humans. A sensor that says water is moving at some speed does not tell a mayor much. Convert that into cubic meters. Compare it to how much freeboard the reservoir still has. Then you know whether the water fits — or whether it floods. That basic mathematics is the product."— Dr. Non, Tomorrow.City Shanghai keynote
4th
Time on this stage
Live
FloodDash on cube screen
9
Public data sources
3
Takeaways (4Ps framework)
[T+00:00:00]

Tomorrow.City Shanghai 2026, main stage. Dr Non's fourth appearance on this stage — formerly Smart City Expo World Congress China Stage. Same room, sharper thesis: stop calling it a digital twin.

[T+00:30:00]

Three takeaways delivered. (1) A soccer sim is God Mode in plain clothes — variables, attributes, situation, let them interact, see what works. (2) FloodDash is cooking data, not collecting gadgets — raw speed → cubic meters → freeboard → whether the water fits. (3) Filter every concept through the 4Ps: Purpose, Practicality, Proof, People. Then design for humans.

[T+01:00:00]

FloodDash cooked live on the cube screen — Thailand flood watch running in the room, sensor stream turned into the cubic-meter math a mayor can act on. Panel followed with global city leaders.

ENCRYPTED_TRANSMISSION // FIELD_03.5

“Technology without trust is a demo. Trust without incentives is a speech. Use AI, build trust, design incentives. That's the closing line — and it's the only one that survives contact with a city.”

LEAP East 2026 · Orbital Stage · Jul 10

Asia's largest stage. FloodDash launches here.

Panel on the Orbital Stage — "From Congestion to Connection: The Tech Powered Future of Transport in Asia." Dr. Non Arkara, Senior Expert Smart City Promotion at DEPA, joined Mitchell Price, Richard Chung, and Will Peters to close the Q1–Q2 arc with a live FloodDash launch.

"Three stages in six months. Taipei indexed the cities. GITEX filled the room. LEAP East shipped the flood watch — live, public, and running before we left the stage."— Dr. Non, LEAP East panel
Orbital
Main stage tier
4
Panel speakers
9
Live data sources
Live
FloodDash at launch
[T+00:00:00]

LEAP East 2026, Orbital Stage, Bangkok. Session: From Congestion to Connection — The Tech Powered Future of Transport in Asia.

[T+00:45:00]

Panel: Mitchell Price, Richard Chung, Will Peters, Dr. Non Arkara (Senior Expert Smart City Promotion, DEPA).

[T+01:00:00]

FloodDash launched live — Thailand flood watch, 24/7 geospatial data, nine public sources. Q1–Q2 trilogy complete: GITEX → LEAP East → FloodDash.

ENCRYPTED_TRANSMISSION // FIELD_03

“Everyone monitoring floods in Thailand should be on FloodDash today. Not next quarter. Today.”

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.

01
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.
02
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.
03
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.
04
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.
05
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.
06
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.

Team · Dr Non & Dr Poon · two founders, collective on call
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.

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.

PhD · HarvardMPhil · OxfordMSc · MITVisiting Lecturer · MIT
View CV ▾
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.

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.

PhD · Civil EngineeringAssoc. Prof. · CMUSmart City Master Plan
View CV ▾
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
Brand Kit · 8 sheets · download available
Axiom X Co., Ltd. · Reg. 0105569099335 · Thailand · DBD registered

Operates as Axiom. Registered entity: Axiom X Co., Ltd. (Thailand).

Registered entity
Company name บริษัท แอคเซี่ยม เอ็กซ์ จำกัด
English name Axiom X Co., Ltd.
Registration no. 0105569099335
Registered 28 May 2026 (28 พ.ค. 2569)
Jurisdiction Kingdom of Thailand
Registered address 16 Soi Phahonyothin 59 Yaek 1, Anusawari, Bang Khen, Bangkok
Issuing authority Department of Business Development, Ministry of Commerce
Registered capital THB 1,000,000
Core business scope Technology, AI, digital systems, smart-city consulting, innovation services
Standards alignment
4 tiers · practice-based

We design and deliver against these frameworks. This is operational alignment — not a claim of formal ISO certification unless independently audited and stated.

Governance standards
Legal frameworks
  • PDPA — Thailand Personal Data Protection Act
  • GDPR — advisory alignment for EU-facing work
  • Sectoral privacy & trust guidelines
Ethics frameworks
Stack

Recommended reference stack: ISO/IEC 30173 + ISO 23247 + ISO/IEC 42001 + ISO/IEC 23894 + PDPA + GDPR

Alignment means we design and operate to these frameworks in our delivery practice. It does not imply formal certification, accreditation, or third-party audit unless explicitly stated and evidenced.

Work With Us
Bangkok · SE Asia

Tell us the decision. We'll show it working in two weeks.

Write one paragraph: the decision you need to make faster, who makes it, and where the data sits today. You'll get a clear yes, a clear no, or one sharper question back. No sales deck. No procurement warm-up.

01

Week 1 — the decision, the people and the data agreed on one page.

02

Week 2 — a working pilot on your existing and free public data. No new hardware to start.

03

From day one — every use and decision logged, so you scale only what is proven.