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DURIN AI Platform

Let your factory's dataanswer for itself.

DURIN

Activate your data and analytics to run closed-loop factory operations.

ONE OPERATING PICTURE

Sales, production, finance,
decided in one system.

01 / Sales

Can this order ship on time?

Orders, capacity and inventory in one semantic layer. Know whether a promised date holds before you quote it.

Which orders shipping next week are at risk of slipping?
SO-2508-031Stuck in heat treat+2 daysSO-2508-044Raw material late+4 daysSO-2508-052Capacity availableOn time
DEMO DATA
02 / Production

One work order. One yield.

ERP, MES and measurements resolve to a single work-order object. Every parameter change stays on the record.

Why did yield drop on WO-2508-114?
YieldERP + MES aligned87.6%Top defectOut of tolerance62%Linked changeNo. 3 spindle speed08/14 14:22
DEMO DATA
03 / Finance

Work-order cost to month-end close, reconciled.

Materials, labor and scrap roll up to each product line, so finance and the shop floor share one margin.

Which product line lost the most margin to scrap this month?
Line AScrap costNT$ 1,284,000Line CScrap costNT$ 412,500Margin impactLine A-3.8 pt
DEMO DATA
Why DURIN

Reports from three systems,
one living operating model.

Every number has a source.

Metrics trace back through work orders, lots and raw records, not hand-built exports.

One term, one definition.

Yield and delivery are defined once, so sales, planning and finance get the same answer.

Every change is auditable.

Who changed what, and when, is recorded. Decisions have evidence, numbers have owners.

Platform

From data to action,
one platform closes the loop.

01 / Data integration

ERP, MES, Excel,
connected in one place.

DURIN does not replace your systems. It connects them. Sync pipelines continuously bring in orders, shop-floor reporting, measurements and spreadsheets, with fields from different sources aligned before they arrive.

  • ERP
  • MES
  • Metrology
  • EXCEL
  • Public market data
No. 3 CNC · WO20260101 / PN1680C
SYNC PIPELINESDEMO DATA
  • ERP · Orders and shipmentsSynced · 2 min ago
  • MES · Work orders and reportingSynced · 30 sec ago
  • CMM · Dimensional measurementsSynced · 5 min ago
  • Excel · Weekly QA reportAwaiting upload
ONTOLOGY · OBJECT LINKSDEMO DATA
CustomerPrecision Parts Customer A3 open orders
OrderSO-2508-044Due 09/02
Work orderWO-2508-114Yield 87.6%
MachineNo. 3 CNC
MeasurementOuter diameter ±0.02
02 / Semantic layer

Turn the language of the plant
into the language of the system.

Customers, orders, work orders, machines, measurements: every business object has a clear definition and clear relationships. Ask about an order and trace it to the machine it is stuck on.

  • 20+ business objects
  • Unified metric definitions
  • Traceable
03 / Operational apps

A working page for every team,
all reading the same data.

Sales, manufacturing, finance and investor relations each get pages built for their daily work. The interface differs. The objects and definitions underneath do not.

  • 50+ app pages
  • 100+ metrics and reports
SalesManufacturingFinanceInvestor relations
Yield, this week94.2%
On-time delivery97.1%
Open work orders128
DEMO DATA
AGENT · YIELD MONITORDEMO DATA
14:22:05 Started · scope No. 3 CNC
14:22:07 WO-2508-114 out-of-tolerance rate up to 62%
14:22:09 Compared change log → spindle speed 08/14 14:22
14:22:10 Alert created → Planning, QA
14:22:10 Written to audit log
04 / AI agents

AI watches the line,
and flags exceptions first.

Agents work on the semantic layer: they detect anomalies, compare changes, find likely causes and notify the owner. Every action is logged, and a person can take over at any moment.

  • Anomaly alerts
  • Root-cause comparison
  • Natural-language Q&A
  • Audit log

What sits underneath?
An operating model your own team has signed off.

Typed business objects

Orders, work orders, part numbers and machines are linked objects, not unrelated tables.

Human sign-off gates

Definitions go live only after your engineers and finance sign off. AI proposes, people decide.

Runs alongside your systems

ERP and MES keep running. DURIN sits on top, so nothing has to be replaced to start.

App pages
50+
Business objects
20+
Metrics and reports
100+
Sync pipelines
10+

One operating model,
every kind of workflow.

Nobody wants to buy a data platform. They want on-time shipments, stable yield and a month-end close that ties out.

SALES

Delivery dates

Check capacity and stock before quoting a date that holds.

PRODUCTION

Yield tracking

Trace yield swings from work order down to the parameter.

FINANCE

Cost roll-up

Materials, labor and scrap roll up to each product line.

INVESTOR RELATIONS

IR reporting

Disclosed figures come from the same data as operations.

AGENTS

Early alerts

Agents watch your metrics and alert the right owner early.

Every line, in plain sight.

Deployment

Your data stays yours.

CLOUD

Cloud

Fastest to go live, with no data center or ops team to build. Start on one line, scale as needed.

Start in the cloud
ON-PREM

On-premises

Data never leaves the plant. Built for regulated or isolated networks; setup is scoped separately.

Phased rollout · each stage signed off before the next
  1. 01Pilot lineYield and on-time delivery for one line, visible first.
  2. 02Adjacent processesUpstream and downstream stations join one model.
  3. 03Other sitesOne set of definitions, one basis for comparison.
  4. 04Whole plantSales, production and finance decide in one place.

Prove it on one line first.

Start from a single work order. Build the first use case. Sign it off, then scale.

Book a demoRequest the DURIN overview