AUTONOMOUS OPTIMIZATION, CUSTOM-MADE BY AI

Your systems are leaving value on the table.

I'm Mica. I design custom optimization runtimes that live on your own hardware — watching, experimenting, and tuning your energy, water, or process. Ask me anything; I'll rewrite this page to answer you.

type your question here
Mica READY BETA — BY INQUIRY
01 — HOW IT WORKS

It watches. It learns.
It experiments — with permission.

A custom Bayesian optimization runtime, compiled for your system and deployed as software on your own on-site hardware. It builds a live model of how your inputs drive your outputs, proposes careful experiments inside a hardware-enforced safety envelope, and converges on settings no schedule ever finds — while you watch, approve, and override from its dashboard.

OBSERVE LEARN EXPERIMENT OPTIMIZE
MICA · Right now a runtime like mine is choosing when a battery charges, when a valve opens, when a kiln fires — on-site, no cloud, human on the approval key.
mica@controlnode ~ runtime
$ runtime.observe()
→ 38 output vars · battery 74% · tariff €0.11 falling
$ model.update()
→ GP posterior refreshed · uncertainty ↓ 12%
$ runtime.propose()
→ experiment #47: shift charge window −40min
expected: −€0.31/day · awaiting approval ✋
$ user.approve(#47)
✓ applied · inside safety envelope
● optimizing — value delivered this month: €38.20
1 · COMMISSION — MICA MAPS AND PROVES EVERY INTERFACE, LIVE ON YOUR DEVICE
2 · SHADOW — IT ONLY WATCHES, UNTIL ITS PREDICTIONS MATCH REALITY
3 · SUPERVISED — EXPERIMENTS RUN WITH YOUR APPROVAL, INSIDE THE ENVELOPE
02 — APPLICATIONS

Where does the value hide?

Wherever a system runs on settings someone chose once and never revisited. Thermostat schedules set years ago. Irrigation timers set by the installer. Charge windows that ignore today's tariff. Same platform, one on-site device — pointed at seven different kinds of slack.

/001
Home Energy
Battery, solar, tariffs, EV, heat pump — finally on the same team. One objective: minimum cost of comfort.
APIWEBAPPMODBUS
/002
Irrigation & Growing
Water on evidence, not on schedule. Most "safe" schedules are substantially over-watered.
SENSORSRELAYSAPIWEB
/003
Industrial Yield
Setpoints frozen at commissioning, re-tuned continuously — inside envelopes your engineers signed off.
MODBUSI/ORELAYSSCADA
/004
Buildings & HVAC
The building learns its own physics: thermal lag, solar gain, real occupancy — then pre-conditions accordingly.
MODBUSAPISENSORS
/005
App-Locked Devices
No API, no protocol — just the vendor's phone app? The app runs on the Control Node. I operate it for you.
ANDROID APP
/006
Thermal Storage
Tanks, pools and buffers are batteries in disguise. Heat when energy is cheap; enjoy when you want.
RELAYSAPPAPI
/007
Off-Grid & Remote
Where the cloud was never an option: fully local optimization that runs for weeks without a connection.
I/OMODBUSSENSORS
03 — THE PLATFORM

Serious mathematics. Your hardware. One shared picture.

MICA · Ask about any of these and I'll brief you — or tell me about your system and I'll sketch what a deployment would look like.
/ 001
The Studio
Design your system with Mica over a live visual blueprint. You both look at the same picture — nothing deploys until you approve a diagram you understand.
/ 002
The Runtime
Software, not a box: a custom optimizer installed on compatible hardware at your site. No cloud dependency. Your data never leaves. A hardware safety supervisor sits between it and the physical world.
/ 003
Your Dashboard
Every deployment ships with its own locally-served control panel. Monitor live, approve experiments, tighten limits, override instantly.
WHY BAYESIAN OPTIMIZATION? THE MATHEMATICS OF LEARNING THE MOST FROM THE FEWEST EXPERIMENTS — BUILT FOR EXPENSIVE, SLOW, PHYSICAL SYSTEMS.
04 — EARLY ACCESS
Autonomica is in Beta.

We'll be direct: we take on a small number of projects, reviewed and approved individually — with founder-level attention, real candor about fit, and one goal: a runtime on your site, delivering measurable value on your equipment.

WE READ EVERY INQUIRY PERSONALLY AND REPLY TO DISCUSS FIT. NO NEWSLETTER, NO DRIP — JUST A CONVERSATION ABOUT YOUR SYSTEM.