Industrial control & cybernetics

Advanced process control,
deployed in weeks — not years.

Arta Kyb turns historian data and live OPC tags into closed-loop predictive control, digital twins and real-time optimisation — running beside your control system, reversible at every step.

OPC-UA / OPC-DAMPC + adaptive PID Digital twinsReal-time optimisationAI & agents
The opportunity

Instrumented plants, conservative control.

Most plants run hundreds of PID loops on a DCS or PLC/SCADA stack. Each holds one variable well — but is blind to interactions, constraints and economics.

Loop interaction

Adjusting one loop disturbs others. Operators detune to stay safe, running far from the optimum.

Constraint handling

Classical control can’t push a variable to a limit and hold it. The best operating point sits on a constraint.

No economic layer

Setpoints are chosen by habit, not by continuously solving for lowest cost or highest yield.

The approach

APC that sits beside the control system — not inside it.

1

Connect, read-only

Stream live & historical data through OPC, REST and cloud connectors. No write access, no risk.

2

Supervise

MPC and adaptive control sit on top of the existing regulatory PID layer — reversible at any point.

3

Optimise

A steady-state & dynamic optimisation layer retargets controllers against cost, yield and energy.

4

Containerised

The whole stack ships as containers — validated in test, identical in production, rolled back instantly.

Capabilities

From connectivity to autonomous agents.

Six capabilities, one platform — spanning classical control, digital twins, optimisation and supervised AI.

Co

Connectivity

OPC-UA, OPC-DA, REST and cloud connectors stream live and historical data — read-only until you choose otherwise.

Mo

Modeling

Linear, nonlinear, first-principles and data-driven models — the right tool for each unit.

Ct

Control

MPC, adaptive PID, extremum seeking and fuzzy logic, supervising the existing regulatory layer.

Op

Optimization

Steady-state and dynamic optimisation retarget controllers against cost, yield, energy and emissions.

AI

Intelligence

Hybrid models fuse first-principles physics with machine learning, improving as data arrives.

Ag

Agents

Autonomous agents perceive, reason with tools and act — with the operator approving every move.

Let’s run a proof of value.

One well-instrumented unit. A read-only pilot. A quantified benefit estimate. A reusable playbook for the next engagement.

Get in touch