Your Azure tenant
Deploys into your own Azure subscription from versioned templates.
Capex and DC loading decisions, checked against your own rules.
Numerik Control reads purchase orders and order notes, applies your written policy, and sends anything uncertain to the right person. Every decision records the rule it used and who signed it.
PrototypeRuns on Microsoft AzureEnglish and Vietnamese
10Filling machine, line 3, with trainingSplit: capex and opex · CP-2.1, CP-5.3Ready
20Freight, second deliveryCapex · CP-2.4Ready
30Conveyor 3 bearingsOpex, repair · CP-4.1Ready
40CIP system upgrade, package 2Capex or opex? · CP-4.1, CP-4.2Review
50Spare motor, fillerOpex, under threshold · CP-3.2Ready
Line 40
Nâng cấp hệ thống CIP, gói 2
CIP system upgrade, package 2
Upgrade 3Repair 2
- Value
- 1,840,000,000 VND
- Asset
- CIP skid, line 2
- Extends life
- Disputed
Sent to you: the five readings disagree.
Approve as capexMark as repair
Synthetic data
How a decision is made
The AI only reads the documents. Your policy makes the decision, and a person approves it.
Read
The AI reads PO descriptions or order notes in English or Vietnamese and extracts the facts. It reads each one five times and compares the results.
Decide
A rule engine applies your signed policy and cites the clause behind each answer. The AI does not make the decision.
Review
Lines where the readings disagree or a rule is unclear go to a controller or planner. The rest can be approved in bulk.
Record
Each decision keeps its inputs, rule version, model version and sign-off in a log that shows any later edit.
Capex control
For factory controllers and fixed-asset teams who check capex purchase-order lines against a capex policy by hand.
- Classifies each PO line as capex or opex, with asset class and useful life
- Splits shared costs using your allocation keys
- Pre-fills the fixed-asset control form for sign-off
- Flags risky assets each month and builds an audit pack in one click
Data in: SAP report exports for PO, goods receipt and WBS lines, as Excel or CSV, uploaded or dropped in a SharePoint folder.
Monthly flagsNovember
Packing line upgradeUnder construction for 14 months. The policy limit is 12.
AUC-0193Boiler feed pumpUseful life set to 25 years. The class range is 5 to 15.
21877WBS P-2290Not settled 9 weeks after go-live.
P-2290ZIP
Audit pack, WBS P-2311
42 source lines, 42 decisions, 3 sign-offs, SHA-256 manifest
42 source lines, 42 decisions, 3 sign-offs, SHA-256 manifest
DC load planning
For DC planners, customer service and transport teams who balance each day's loading against dock capacity and cut-off times.
- Turns free-text order notes into delivery windows, holds and ship-together rules
- Plans every order into a day, shift and wave without going over capacity
- Re-plans at each cut-off and leaves loaded orders where they are
- Gives a reason for every order it moves
Planning uses an optimiser (OR-Tools CP-SAT). A separate check blocks any plan that goes over capacity.
Peak day, loading by shiftPallets
Morningcap 120
96
112
Afternooncap 120
151
118
Nightcap 80
41
58
First come, first servedPlannedCapacity
Moved at the 14:00 cut-off3 orders
5120Afternoon to night. Afternoon was over capacity and this order has no time window.5187Afternoon to night. Same route as 5120.5203Afternoon to night. Its note allows delivery until 08:00 tomorrow.Security and data
Built to run inside your Microsoft environment and to stand up to an audit.
Files in, nothing written back
Reads standard SAP report exports. No SAP login, and nothing goes back into SAP.
Microsoft sign-in and roles
Entra ID, with separate roles for coordinators, controllers, the fixed-asset team, auditors and DC planners.
No keys in code
Services connect with managed identities. The database and file storage are closed to the internet.
The model returns facts only
Its output is checked against a fixed schema. Model and prompt versions are pinned and logged.
Measured accuracy
Tested on lines with known answers, including the cases controllers argue about, before any result is reported.
Numerik Control is a prototype. Product screens on this page use synthetic data.