Cogentic · Data foundations and prediction

The data exists. It just doesn't join.

Machine shops. Dental groups. Distributors. Law firms. If your records can't leave the building, this is for you.

Cogentic · Title blockSheet 01 · Rev A
For
Operations of 50–500 people
Records
20 years across ERP, machines, paper, spreadsheets
Constraint
Nothing leaves the building
Method
Bronze → Silver → Gold, then prediction
Runs on
One machine, inside your building, offline
Status
In production at a Fortune 100 manufacturer
Scale · Your operationOffline
How it works · scroll · example data01 / 04
NO FIELD JOINS7 SOURCES · 0 SHARED KEYSBRONZEeverything centralized in one place, as-is01SILVERcleaned, deduplicated, validated, every fix versioned02GOLDstructured tables around the questions you ask03QUERY · TUESDAY, 9:14Do we scrap more on this alloy,machine 4, second shift?RANKED ANSWER · EXAMPLEalloy 7075 · machine 4 · shift 2scrap risk HIGH · confidence 0.87plan sha256 7f3a…c1 · re-runnableCOGENTIC · DEPLOYMENTRuns on a machine insideyour building. Offline.AIR-GAP CAPABLE · 0 OUTBOUND CONNECTIONSUPLOAD · PROFILE · TRAIN · PREDICTERPkey: job_noMACHINE LOGkey: JobQUALITY SYSTEMkey: JobNumberSCANNED FORMkey: none (paper)v3-FINAL-use-this-one.xlsxkey: Job #NOTEBOOKkey: none (handwritten)MAINTENANCE PDFkey: WO

Where the data lives

You have all of it. The shift is in one file, the tool change in another, the scrap in a third.

How it works · scroll · example data01 / 04
ERPjob_noMACHINE LOGJobQUALITY SYSTEMJobNumberSCANNED FORMnone (paper)v3-FINAL-use-this-one.xlsxJob #NOTEBOOKnone (handwritten)MAINTENANCE PDFWOBRONZEeverything in one place, as-is01SILVERcleaned, validated, every fix versioned02GOLDtables around the questions you ask03QUERY · TUESDAY, 9:14Do we scrap more on this alloy,machine 4, second shift?RANKED ANSWER · EXAMPLEalloy 7075 · machine 4 · shift 2scrap risk HIGH · confidence 0.87COGENTIC · DEPLOYMENTRuns on a machineinside your building.Offline.AIR-GAP CAPABLE · 0 OUTBOUNDUPLOAD · PROFILE · TRAIN · PREDICTERPkey: job_noMACHINE LOGkey: JobQUALITY SYSTEMkey: JobNumberSCANNED FORMkey: none (paper)v3-FINAL-use-this-one.xlsxkey: Job #NOTEBOOKkey: none (handwritten)MAINTENANCE PDFkey: WO

Where the data lives

You have all of it. The shift is in one file, the tool change in another, the scrap in a third.

How it works · example data

Where the data lives01 / 04
ERPkey: job_noMACHINE LOGkey: JobQUALITY SYSTEMkey: JobNumberSCANNED FORMkey: none (paper)v3-FINAL-use-this-one.xlsxkey: Job #NOTEBOOKkey: none (handwritten)MAINTENANCE PDFkey: WO
You have all of it. The shift is in one file, the tool change in another, the scrap in a third.
Nothing joins02 / 04
ERPkey: job_noMACHINE LOGkey: JobQUALITY SYSTEMkey: JobNumberSCANNED FORMkey: none (paper)v3-FINAL-use-this-one.xlsxkey: Job #NOTEBOOKkey: none (handwritten)MAINTENANCE PDFkey: WO7 SOURCES · 0 SHARED KEYS
No two files share a key. Nothing joins, so nothing can be correlated or predicted.
Build the road03 / 04
ERPjob_noMACHINE LOGJobQUALITY SYSTEMJobNumberSCANNED FORMnone (paper)v3-FINAL-use-this-one.xlsxJob #NOTEBOOKnone (handwritten)MAINTENANCE PDFWOBRONZEeverything in one place, as-is01SILVERcleaned, validated, every fix versioned02GOLDtables around the questions you ask03QUERY · TUESDAY, 9:14Do we scrap more on this alloy,machine 4, second shift?RANKED ANSWER · EXAMPLEalloy 7075 · machine 4 · shift 2scrap risk HIGH · confidence 0.87plan sha256 7f3a…c1 · re-runnable
Bronze centralizes everything as-is. Silver cleans and versions it. Gold holds the tables your questions run against.
Inside your building04 / 04
COGENTIC · DEPLOYMENTRuns on a machineinside your building.Offline.AIR-GAP CAPABLE0 OUTBOUND CONNECTIONSUPLOAD · PROFILE · TRAIN · PREDICT
It runs on a machine inside your building, offline. Upload, Profile, Train, Predict.

Three parts, in order

We build the road first.

  1. 01

    Ensure the data exists.

    Exports and machine logs pulled. Paper records digitized.

  2. 02

    Build the foundation.

    Bronze, Silver, Gold. Every fix versioned.

  3. 03

    Software on top.

    Upload, Profile, Train, Predict. Your people run it.

In productionCustomer anonymized under NDA

In production at a Fortune 100 manufacturer, fully air-gapped.

First spreadsheet to validated model
3 weeks
Re-run
Weekly, by their engineer, without us
Outbound connections
0
Air-gap capable

Nothing in, nothing out. One outbound call and the deployment fails.

Book a call

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