Native-AI & MCP
We are AI-native, not AI-bolted-on. Custom MCP servers, agents, copilots and dashboards wired straight into your stack — built with Claude and our own AEDi systems.
Custom MCPAI agentsCopilotsRAG
Native-AI · AIoT · Edge · Audit · Cloud Solutions
Automated Ecosystems
Designs Intelligence
Our own Native-AI fabric. Ask it anything about Ionity — it routes you through the build.
01 · The premise
AI-native — not AI-attached.
Most companies just bolt AI on and hope it sticks. We don't. We engineer from intelligence out — every dashboard, device and decision-loop built around models, agents and live data from the first sketch, with our own AEDi fabric carrying the load and Claude in the loop. Not AI-flavoured software — software that genuinely thinks.
Solutionists
Across mechanical, electrical and IT — with artisan hands. If the answer needs a circuit, a script and a bracket, we make all three.
Evidence-first
We measure before we claim. Audits, forensics and benchmarks turn opinions into numbers — and numbers into savings.
Return-driven
Every engagement carries a Level of Effort (LoE) return — ranked effort vs. saving. We build for measurable gains in productivity and effectiveness; systems should pay for themselves, and we design them to.
01c · The anatomy
AI systems: a human analogy.
Still fuzzy on the jargon? Think of an AI system like a human body — four organs, four jobs. This is the anatomy behind everything we ship, and Ionity engineers every part of it.
-
1
LLM = the brain
The reasoning engine. It learns patterns, understands language and generates intelligent responses — raw intelligence on its own, with no memory of your world. We pair frontier brains like Claude with our own AEDi fabric.
ReasoningLanguageGenerationClaude -
2
RAG = brain + books
Retrieval-Augmented Generation hands the brain the right reference at the right moment — your documents, databases and live data — so answers come out accurate, current and grounded in your business, not guesswork.
RetrievalYour dataGrounded answersVector search -
3
AI Agent = brain + hands
An agent doesn't just answer — it acts. It plans, decides and drives tools, APIs and systems to carry real work from start to finish: triaging inboxes, running dashboards, steering devices at the edge.
PlanningTool useAPIsAutonomy -
4
MCP = the nervous system
The Model Context Protocol is the connection layer that wires it all together — a universal standard linking AI to files, tools, data and services, securely and reliably. It's the layer Ionity builds custom, in-house.
Connection layerFilesToolsData
01b · The arc
Building tomorrow, today.
A Native-AI company driving automation across cloud solutions and offline / on-device AI — and carrying digital design & development all the way into physical hardware.
- 2018
Antwerp Designs
Product design & development — the artisan roots.
- 2022
Ionity · AEDi
Native-AI, AIoT & edge — intelligence designed in from day one.
- NOW
Automation, everywhere
Cloud automation + offline AI for industry — digital → physical.
Industries we automate
02 · What we do
Twelve disciplines, one stack.
Clean, composable, and built to integrate. Pick one or chain them into a full digital twin of your operation.
AIoT & Edge
Sensing, inference and control at the edge. Device fleets, Wi-Fi sensing (RuView / Ionify), and low-latency intelligence that runs where the data is born.
Edge inferenceWi-Fi sensingFleetsTelemetry
Cloud & Digital Twins
Data plumbing that actually holds: pipelines, APIs and live digital twins that mirror your operation so decisions are made on reality, not guesswork.
PipelinesAPIsDigital twinsObservability
Audit & Forensics
Evidence-first audits of websites, systems and infrastructure — surfacing risk, waste and quick wins, each ranked by Level of Effort (LoE) vs. return. We don't just find problems; we lift productivity and effectiveness, then prove the saving.
Web auditsForensicsCost savingsLevel-of-Effort (LoE)
Hardware & Firmware
When software needs a body, we build it: PCBs, ESP32/edge nodes and firmware. Solutionists across mechanical, electrical and IT — with real artisan knowledge.
PCBESP32FirmwareMechatronics
Custom B2B Systems
Custom anything: bespoke dashboards, internal tools and integrations engineered to grow with the business — and to keep paying for themselves.
DashboardsIntegrationsInternal toolsGrowth
Edge Computing Hardware
Purpose-built edge compute — rugged nodes, GPU/NPU accelerators and gateways that run AI inference and control on-site, where latency, privacy and uptime actually matter.
Edge nodesGPU / NPUGatewaysOn-site AI
Cloud Hosting Services
Managed, secure hosting for sites, APIs and apps — resilient infrastructure with backups, monitoring and sane TLS / DNS. We keep it online so you don’t have to think about it.
Managed hostingAPIsBackupsTLS / DNS
Software Development & Web
Full-stack software and web relations — from fast marketing sites to complex web apps, portals and integrations — designed, built and maintained with a Native-AI workflow.
Web appsWebsitesAPIsMaintenance
02b · The disciplines
Twelve disciplines, one mind.
Services are how we package it; disciplines are what we actually master. Drag the graph — it's a live 3D map of the fields Ionity fuses into every build.
- Digital Innovation
- Internet of Things
- Artificial Intelligence — Offline
- Artificial Intelligence — Online
- Mechanical Engineering
- Electrotechnics
- Product Development
- Software Engineering
- Cloud & Edge
- Computer-Aided Drafting (CAD)
- AI Automation Solutions
- Technical Advisory
03 · Audit & forensics
We find what your systems hide.
Our audit practice (the engine behind our CEO-grade WebAudit reports) inspects sites, infrastructure and code the way a forensic examiner would — capturing live evidence, scoring it, and handing you a prioritised path to lower cost and lower risk.
100%
Evidence-based
6
Audit dimensions
24h
Rapid turnaround
LoE
Level of Effort · return modelled
live · audit lens ready
Performance · Accessibility · SEO/AEO · Security · Forensics · Cost.
The same lens we point at client estates — and, below, at your own device.
04 · Something unheard of
Run a live edge micro-audit — on yourself.
A real diagnostic of this device and link, computed entirely in your browser. No simulation, no upload — every number is measured locally. It's a 20-second taste of how Ionity audits infrastructure.
ionity · edge micro-audit on-device
EDGE READINESS
··/100
[ready] press “Run edge scan” — all computation stays on this device.
What it actually measures
Real browser APIs and live in-browser measurements — GPU & renderer, CPU threads, device memory, a compute benchmark, display refresh sampled from frame timing, measured network round-trips and throughput, battery and storage.
Privacy by design: nothing is transmitted. The scan reads only what your browser already exposes and times work locally. This is the honest version of a “scan” — no fabricated radar, no fake device list.
05 · matrix vision
See yourself in blue digits — and let it recognise.
Enable your camera: Ionity renders the live view as matrix digits and runs on-device computer vision over it — counting people, faces and hands and recognising everyday objects, boxed live. 100% on-device; the frame is turned to glyphs and discarded, never recorded or uploaded.
ionity · vision matrix CAMERA OFF
CAMERA OFF
PEOPLE
0
FACES
—
HANDS
—
OBJECTS
0
PRESENCE
—
MOTION
SEEN
—
See the room in matrix
Motion detection · Recognition · Object detection. Anything is possible.
100% on-device: the video never leaves your browser — it's drawn straight to a canvas as digits and discarded frame by frame. Nothing is recorded or uploaded. Camera permission is asked on tap; deny it and this simply stays off.
06 · Edge sensing
Turn this device into an Ionity node.
Motion, tilt, compass, ambient light and live sound — read straight from your device's real sensors. A working taste of the edge nodes we deploy in the field.
Your browser, as an edge sensor node
This is what an Ionity node does in the field — now in your hand. Tap to wake the real sensors on this device: motion, tilt & compass, ambient light, and a live microphone sound meter. Readings are live and stay on-device.
Sensors in action — locally, anywhere, anyplace.
edge node · this device DORMANT
SOUND · dBFS — live spectrum—
MOVEMENT · m/s
—
ACCEL · m/s²
—
TILT β/γ
—
COMPASS
—
AMBIENT LIGHT
—
06b · Live inference
Your GPU is running AI. Right now.
Not a simulation. A real two-layer neural network is executing WGSL compute shaders on your device's GPU, live in this tab. Every glowing dot is a real neuron activation read directly from GPU memory. This is on-device edge inference — the class of intelligence Ionity ships in hardware.
Backendinitialising…
Inference—
Throughput—
CPU Pressure—
Edge AI Score—
16 inputs → 64 hidden neurons (ReLU) → 32 outputs (sigmoid). Weights are Xavier-initialised. Activations are read back from GPU storage buffers via WebGPU MapAsync every frame — falls back to CPU Float32 on browsers without WebGPU. Edge AI Score is derived from measured inference latency + device thermal pressure.
07 · Our intelligence
AEDi.
Antwerp Ecosystem Designs Ionity — also read as Automated Ecosystems Designs Intelligence. AEDi is the in-house AI fabric we build on and with: orchestrating agents, MCP and data so that what we ship for you is genuinely native, not glued together.
We use Claude, and we enjoy it — pairing frontier models with our own systems and hardware to deliver custom anything, B2B.
- 2018
Antwerp Designs
A product-design firm — the artisan, cross-discipline roots.
- 2022+
Ecosystems
Designs become connected systems: sensing, edge, cloud.
- Now
Ionity Global
Native-AI for the next era — MCP, twins, audits, hardware.
08 · Behind it
Founder-led, evidence-driven.
Ionity Global is directed and founded by Johan Wilhelm van Antwerp. The work — and the receipts — are public.
08 · Latest
See it in motion.
A look at what Ionity is building — it plays automatically when you reach it (muted; tap for sound). More on our LinkedIn.
09 · Your move
Let's build something unlike anything.
Audit, integration, a custom AI system, or hardware that thinks — tell us the problem and we'll bring the whole stack.
