002Industrial AI

AI for the
factory floor.

Applied engineering for industrial AI. Digital twins, soft sensors and closed-loop process control.

Domain
Processcontrol
Method
Closed-loop
Deploy
On-premlocal LLM
Safety
Shadow-first
Product Index
02 / ACTIVE
/01
R&D

PulpAI

AI-Controlled Process Lines

Closed-loop control of Kappa, brightness and viscosity for kraft pulp lines. Soft sensors predict quality between lab samples; reinforcement-learning agents adjust setpoints. Safe exploration first: shadow mode, bounded optimisation, human in control.

Industry
Kraft pulp
Loop
Closed
Stage
Pre-pilot
/02
Pilot

EvalDesk

AI Tender Evaluation

A desktop tool that reads supplier offers (PDF, Word, Excel) and fills comparison matrices automatically. Built for procurement teams. Local LLM mode keeps NDA-bound data on the machine.

Users
Procurement
LLM
Local
Stage
Pilot
Digital twinsSoft sensorsClosed-loop controlReinforcement learningOn-prem inferenceShadow deploymentBounded optimization
TINGSTEQ AB · ORG.NR 559XXX-XXXX · STOCKHOLM
002 / INDUSTRIAL AI · LAST UPDATED 2026-04-26