STIA Labs

STIA Labs · Industrial technology

Turn industrial knowledge into technology.

We build tools for the engineers, operators and security teams responsible for critical systems.

Discuss a design partnership
STIA / Industrial knowledge systemModel online
Model inputsDecision output
Site modelOperational contextAssets · dependencies · consequences
OPS / 04
Operational priority

A ranked view of what can fail, why it matters and what should be addressed first.

Select a signal to inspect

The thesis

Industry generates enormous operational knowledge. Very little of it has become good software.

Critical decisions are still split between engineering diagrams, safety studies, asset inventories and live cyber telemetry. Labs is working to connect them into a site-specific view of operational risk.

A current research direction

Three layers. One industrial knowledge graph.

LAYER 0101

Parse

Read P&IDs and engineering documents, then extract assets, tags, instruments and connections.

LAYER 0202

Enrich

Connect assets to HAZOP deviations, safeguards, severity, consequences and production context.

LAYER 0303

Fuse and rank

Combine the physical model with live cyber telemetry so risk can be prioritized in operational terms.

Product principles

Software shaped by industrial reality.

P-01

Site-specific

The meaning of an asset depends on what it controls, what can fail and what happens downstream.

P-02

Built on the existing stack

Connect to the monitoring systems, historians and engineering records organizations already trust.

P-03

Domain depth first

Process safety, OT cybersecurity and plant operations belong in the same model and the same decision.

P-04

Human decision support

Use computation to surface what matters now—while keeping engineers and operators in control.

Consulting × Labs

The digital model begins with the physical system.

Consulting contributes domain knowledge, operational problems, customer context and implementation experience.

Labs converts that experience into software, industrial IP and scalable technical capability.

Start a conversation

Tell us about the operational problem.

We are interested in design partnerships with industrial teams working across process safety, OT security and plant operations.

Prefer email? Write to akaipiyev@stia.kz