AI NATIVE MANUFACTURING OPERATING LAYER

The data already exists. It just cannot flow.

FlowOS releases order, cost, timing, and material data trapped inside legacy MES and ERP systems, then connects it to company-specific definitions, approvals, and operating workflows.

Scope-dependent project target · start with one workflow, not a full replacement
FLOWOS / TIME COMPRESSION
TRADITIONAL REBUILD3+ MONTHS
FLOWOS PILOT2–6 WEEKS
FIRST FLOWORDER → BOTTLENECK → ACTIONscope locked · evidence attached
ORDERTIMECOSTMATERIALFIELDTEXT
SCROLL TO TRANSFORM
LIVE MANUFACTURING SIGNALS
2,054MES ordersdelivery sample
55.3%orders latebottleneck signal
20.1daverage lead time10-day target
582operating fieldsdefinitions mapped
60definition questionsawaiting review
PROJECT EXPERIENCE

Built by a team that has worked with Samsung, SK, LG, and Cheil.

FlowOS brings enterprise brand, product, and operating experience into one connected manufacturing system.

  • Samsung
  • LG전자
  • SK Planet
  • Lotte
  • Cheil
  • HSAD
ONE DATA ORGANISM · FIVE TRANSFORMATIONS

The same factory data changes state five times.

These are not five decorative particle effects. One population represents orders, time, cost, materials, fields, and free-text rows as they compress, collide, structure, and begin to flow.

ACTIVE TRANSFORMATION · 01 / 05 LIVE
09IMPLEMENTATION TIME TUNNEL
Move your pointer through the data field
09IMPLEMENTATION TIME TUNNEL

Compress a long rebuild into one operating workflow.

Do not inherit every requirement, approval, development, and cutover stage of a full ERP rebuild. Connect one operational question to real samples and create a verifiable pilot in 2–6 weeks.

LEGACYrequirements → build → cutover
FLOWOSsamples → pilot → proof
3+ monthstraditional comparison
2–6 weeksFlowOS pilot target
1 dayanalysis + prototype caseproposal stage
Project target

Time and cost reductions depend on data access and workflow scope.

08DEFINITION COLLISION

Same word. Different math. Align the definition first.

The floor, equipment, and ERP can count ‘pass’, ‘output’, or ‘WIP’ differently. FlowOS exposes hidden aggregation rules as questions and aligns them into one human-approved operating unit.

LEGACYfloor once · equipment twice · ERP total
FLOWOSone approved operating definition
60unresolved definition questions
3colliding source systems
1approved operating unit
Discovery stage

Definitions are confirmed through field interviews and real samples before implementation.

06FREE-TEXT SEDIMENT

Lift eight years of remarks into industry knowledge.

Remarks contain locations, events, auctions, exceptions, and operating context that ERP columns miss. FlowOS reads those layers and turns them into typed fields and an industry dictionary.

LEGACYunsearchable free text
FLOWOSclasses · evidence · industry dictionary
135,472 rowseight years of remarks
47 hoursstructuring pilot
96.9%structured result
Pilot result

Based on the Yeongpung pilot; projected commercial outcomes are reported separately.

05MANUAL-WORK HOURGLASS

Turn time passing through hands into an approvable flow.

Copying, comparison, re-entry, and report assembly pass through one narrow human bottleneck. FlowOS keeps judgment with people and opens parallel lanes for preparation and controlled execution.

LEGACYcopy → compare → re-key → report
FLOWOSprepare → human approval → execute
140–260hmonthly manual potentialforecast
16–32hmonthly time recoveredoperating result
1human approval gate
Operating result

Daehyun and Seoul Metal operating scope; total automation potential remains a forecast.

01LEGACY PRESSURE CHAMBER

Keep the core system. Release the information.

No-API ERP, single-account MES, and drawings with no text layer can keep running. FlowOS reads from a customer-controlled replica, creates relationships above it, and returns only approved changes through existing procedures.

LEGACYERP · MES · files · drawings
FLOWOScost · timing · material · action
582locked operating fields
0customer-owned REST APIs
NO CUTOVERadoption without a switch-off date
Architecture confirmed

Reads use a customer replica; writes preserve vendor procedure and human approval.

FROM FIELD SIGNALS TO CONTROLLED ACTION

Connect machine signals to approved execution.

Interpret physical signals from sensors and equipment alongside the business records inside MES and ERP. FlowOS aligns definitions, attaches evidence, and prepares the next human-approved action.

FLOWOS OPERATING LAYERAPPROVED
FIELD DEVICES
  • Sensors
  • PLCs
  • Cameras
  • Scales
  • Equipment state
  • Field events
BUSINESS SYSTEMS
  • MES
  • ERP
  • Spreadsheets
  • Documents
  • APIs
  • Free text
FlowOSDEFINITIONS + EVIDENCE + APPROVAL

CURRENT OPERATING METRICS

APPROVED
12signal types6 field · 6 system
582operating fieldsdefinitions mapped
60definition questionsoperator review
1approval pathhistory preserved

CONNECTED PROCESS

  1. 01Collect signalsRead current states from devices and systems.
  2. 02Align definitionsExpose differences in fields and calculations.
  3. 03Prioritize exceptionsShow only evidence-backed operating priorities.
  4. 04Human approvalRecord only actions reviewed by an operator.

ITEMS TO REVIEW

03
  • Definition
    Confirm output calculationEquipment and ERP use different units.
  • Equipment
    Review unplanned stop windowRecent events are linked to work records.
  • Material
    Confirm lot relationshipOrder, input, and inspection records need alignment.

RECENT APPROVALS

  1. Field definition approvedProduction · Hyunwoo Kim
  2. Equipment evidence linkedMaintenance · Jisoo Lee
  3. Approval path recordedOperations · Junho Park
EVIDENCE, NOT DECORATION

Every particle carries field evidence.

We do not compress every outcome into one marketing claim. Operating results, pilots, simulated replays, and confirmed findings keep separate evidence grades.

EVIDENCE MATURITY
01Processing scope
135,472

Free-text operating records

Eight years of remarks in scope

02Pilot
96.9%

Free-text structuring result

Eight years processed in 47 hours

03Architecture
582

Locked operating fields found

Legacy relationships and definitions mapped

04Discovery
60

Unresolved definition questions

Floor, equipment, and ERP conflicts

Proposals and forecasts are separated from operating results. Outcomes depend on source quality and implementation scope.

NO BIG-BANG CUTOVER

Connect without replacing. Expand only after proof.

FlowOS preserves the stability of the MES and ERP while building an operating model above a controlled data copy. External writes never bypass existing permissions or approval procedures.

01

Customer replica

Connect read-only data and real samples

02

FlowOS meaning layer

Structure field definitions, relationships, evidence, and exceptions

03

Human approval

Operators review ambiguity and every system change

04

Approved execution

Write through vendor procedures and existing permissions

LEGACY CONTINUES RUNNING · FLOWOS PROVES VALUE BESIDE IT
YOUR DATA IS ALREADY ASKING QUESTIONS

Find the first operating bottleneck worth releasing.

Bring one order file, spreadsheet, remark set, or drawing. We will map where the information is trapped and which operating decision it can become.

FlowOS

AI-native manufacturing operating layer

FlowOS Co., Ltd.Seoul, Republic of KoreaBusiness Registration No. 505-81-88117 | Mail-order Sales Registration No. 2026-Seoul Seocho-0879anton@flowos.work
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