INDUSTRIAL AI

Talk to your factory.

One AI agent per data source. Connected by a Knowledge Graph. Operational in days, not months.

  • DOCUMENTS
  • CMMS
  • ERP
  • PRODUCTION
  • SCADA
  • MES
6+ SOURCES15+ LANGUAGEScloud-agnostic · on-premise
DEMOIDM · LIVE INSPECTIONSHEET 01 OF 3
German_HVAC_project_Siemens_2018.pdfDocument chat
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Component PRI.M12.B204.1681 is documented on page 60 of the electrical schematic.

Component specifications
TypeMotor (three-phase)
ConnectionL1, L2, L3, N, PE
Max torque14.2 Nm@ nominal
Power370 W
ManufacturerSystemair RS 40-20 EC
SOURCEMotor Manual v3.2, p.47
Ask anything about your documents…
  • MicrosoftMicrosoft
  • AzureAzure
  • Station FStation F
  • FAST GroupFAST Group
  • PwCPwC

Microsoft for Startups · Azure Marketplace · MACC Eligible

THE PROBLEM

Your data knows the answer. But nobody can access it.

It always starts the same way: operational teams need information, and they cannot find it fast enough.

Fault reportCritical
Downtime · Line 1Last 30 shifts
30d agotoday
→ 14 shifts with ≥ 1h downtime
STATUS: UNRESOLVED
Timeline — one fault, one shift
  1. 14:32Fault E-0412
  2. 14:38SCADA: cryptic
  3. 14:45SharePoint dive
  4. 15:02Escalate
  5. 16:18Manual found
  6. 16:24Resolved
→ 1 h 52 min · 6 systems · 1 operator
  • 01

    Documents are scattered across SharePoint, Google Drive, local servers, and printed binders next to machines.

  • 02

    Work orders live in the CMMS — written by different people, instructions in one place, documents in another.

  • 03

    Production metrics sit in a historian, exploited through static dashboards that do not scale.

  • 04

    Error codes flash on the SCADA as cryptic messages nobody recognizes.

  • 05

    Fabrication orders are buried in an ERP where navigating takes expertise not everyone has.

Conclusion

The information exists. It is just locked in silos that do not talk to each other.

One platform to

cut troubleshooting time.

AutomAssist deploys a specialized AI agent on each of your industrial data sources. Documents, CMMS, ERP, production databases, SCADA, MES. Each agent connects, understands the structure and business context, and lets your teams interact through natural language.

Connect your sources as they are. No months of data normalization. No consulting projects. Operational agents in days, not months.

Platform overview
LIVE DASHBOARDLINE ASSEMBLY-A OPERATIONAL
TT112
  • PLC-04·96%
  • RB-01·CYCLE
  • MC-02·RUN
  • TT-112·64.2°C
  • V-101·OPEN
  • P-204·2.4 BAR
  • T-330·NORMAL
OEE87.3%THRUPUT1247/hFAULTS0AGENTS6 ACTIVEALMP-204 · 2.4 BAR
Product architecture

Two modules.
One platform.

Start where the pain is most acute — your documentation. Then extend to every operational system in your plant. Each module ships as production software, deployed on your cloud or ours.

IDM

Industrial Document Manager

Your entry point to industrial AI
▾ Plant / Berlin
▾ Line 04 / Filler
▸ Capper MV-820
▾ Head 3 · active
· Manual_MV820_v12.pdf
· Torque_calibration.pdf
· Schema_elec_rev.B.dwg
▸ Head 4
▸ Line 05 / Labeller
Scan · MachineMV-820 · Head 3

Connect SharePoint, Google Drive, OneDrive, local storage, and documents embedded in your CMMS. People keep working in their tools. We detect changes automatically, deduplicate across sources, and reorganize by machine. Have QR codes on the shop floor to always the get latest version of your document. Chat with one or many documents in any language.

  • Multi-source sync
  • AI version diff
  • QR code bridge
  • 15+ languages
  • OCR · schematics · CAD
  • Machine hierarchy
AUTOMINSIGHT

Operational Data Intelligence

AI agents for every system in your plant
"What caused the most downtime on Line 4 this month?"
OEE · causes of loss · Line 04 · 30d

Extend the platform beyond documents. Connect your CMMS, ERP, production databases, SCADA/PLC, and MES. Each source gets its own conversational agent. Replace static dashboards with dynamic, AI-generated visualizations. Close the loop from machine error to the exact document passage that explains how to fix it.

  • Agent per source
  • OPC-UA · MQTT
  • Dynamic charting
  • Fault-to-doc loop
  • Cross-system correlation
  • Scheduled reports
Use cases · per source

One agent per source. One graph to connect them all.

Each data source has its own shape, its own vocabulary, its own people. We meet each one where it is, and give it a voice operators can actually use.

01 / DocumentsIDM

Understand any document instantly

Connect SharePoint, Google Drive, OneDrive, local storage. Auto-sync with change detection. Chat with one or many documents in any language. Read electrical schematics and mechanical drawings. Version diff with AI. QR code access on the shop floor. Always the latest version, always the right document.

Manual_MV820_v11.pdf · DE
Manual_MV820_v12.pdf · DE — retrieved
Schema_elec_rev.B.dwg
SOP_capping_head.pdf · EN
Torque_calibration_proc.pdf
02 / CMMSAUTOMINSIGHT

Turn work orders into guided interventions

Connect your CMMS. Map equipment to your document hierarchy. Recreate the WO kanban in our UI. Chat with all information of a specific work order in one conversation. Scan a QR code to see every active WO on a machine. Generate reports by voice. Push detailed reports back into the CMMS.

Open
WO-20426
WO-20430
In prog.
WO-20419
Review
WO-20411
Done
WO-20402
WO-20398
03 / ERPAUTOMINSIGHT

Navigate your ERP by asking questions

Connect SAP, Odoo, Microsoft Dynamics. Access fabrication orders, material stocks, supplier data, bills of materials through conversation instead of complex menus. Anticipate planning risks across orders, cross-reference stocks, supplier lead times, and machine capacity in a single answer.

"Any supply risk on FO batch 7 this week?"
FO-7-102gasket A14 · supplier RuhrOK
FO-7-103motor M82 · ETA +4dRISK
FO-7-104housing · stock 42OK
04 / Production AnalyticsAUTOMINSIGHT

Ask your production data anything

Connect your historian — TimescaleDB, InfluxDB, PostgreSQL, SQL Server. The agent responds in natural language and generates the right chart for every question, in the format you define. That's how we solve the scalability problem of static dashboards. Automate periodic reports via email or Teams.

Scrap rate · Line 02 · by product · 6 months
05 / SCADA · PLCAUTOMINSIGHT

From machine error to resolution in seconds

Connect via OPC-UA or MQTT. We read errors from the PLC or SCADA and go find the information in the technical documentation. Error detected, document found, exact passage displayed. The fault-to-doc loop: no more searching manuals for cryptic codes, no more calling the machine builder.

PLC · E-0412FAULT
▼ fault-to-doc
Manual MV-820 · §4.796%
"Recalibrate torque on head 3: set limiter to 2.4 Nm, verify…"
06 / MESAUTOMINSIGHT

Trace every lot, correlate every deviation

Connect your MES. Access production orders, quality results, lot traceability, batch records through conversation. Correlate quality issues with process parameters and document changes. A bad lot can be linked to a machine parameter drift and a procedure modification — across systems, in one answer.

LOT 9124pasteurizer AOK
LOT 9125pasteurizer AQA FAIL
↳ SCADA · T° drift +1.8°C at 03:14
↳ ERP · supplier change · batch RM-882
↳ Docs · SOP v4.2 skipped validation
KNOWLEDGE GRAPH

Connected data reveals what isolated systems cannot.

Each data source alone has value. But some answers only emerge when you connect them. AutomAssist builds a Knowledge Graph that links machines, documents, work orders, production lots, and materials across all your systems. It evolves over time as more sources are connected.

A real example

The same machine carries a production order in your ERP and a maintenance order in your CMMS, often under two different references. Was the line stopped for planned maintenance, or did a breakdown interrupt a run? The answer lives in both systems at once, so neither a person nor an AI agent can reach it without connecting them first.

That connection is the Knowledge Graph. Your data foundation.

Two facets

Built for factories.
Built for the builders.

A single platform serving two distinct worlds. End users scan a QR code on their line and ask. Machine builders ship intelligence with every unit they sell, and learn from every question their clients ask.

Select your perspective

Every answer, one scan away.

Start with your documents. Connect your sources, organize your hierarchy, put QR codes on your machines. Your technicians start chatting with their documentation on day one.

Then expand. Connect the CMMS to unify work orders and documents. Add production data to replace static dashboards. Plug in the SCADA for the fault-to-doc loop. Connect the ERP for business context. The Knowledge Graph ties it all together as you grow.

See how it works for factories
PHASE 01Documents (IDM)Connect SharePoint, Google Drive, OneDrive, local storage. Organize your hierarchy. Put QR codes on machines. Technicians chat with their documentation on day one.
PHASE 02CMMSConnect the CMMS to unify work orders and documents. Each intervention becomes a guided, voice-driven walkthrough.
PHASE 03Production analyticsAdd production data to replace static dashboards. Query the historian in natural language.
PHASE 04SCADA / PLCPlug in the SCADA for the fault-to-doc loop. Cryptic codes on the HMI become answers in seconds.
PHASE 05ERP + MESConnect the ERP for business context. Add the MES for lot traceability. The Knowledge Graph crosses every system.
RECOGNITION

Trusted by industry leaders across Europe.

From government initiatives to distribution partnerships, AutomAssist is backed by institutions shaping the industrial future.

01 / 05
PARTNERSHIP 2025
FAST Operations and Maintenance Company

Official IDM Distributor in Saudi Arabia

Partnered with FAST to distribute IDM across the Saudi Arabian market. Serving manufacturers with smart factory solutions aligned with Vision 2030.

Strategic partnerIndustry 4.0
02 / 05
INITIATIVE 2025
Ministère de l'Économie — Osez l'IA

AI Ambassador in France

Selected as an AI Ambassador for the national “Osez l'IA” plan, launched by the French Ministry of Economy to democratize AI across every French business by 2030.

GovernmentNational strategy
03 / 05
AWARDS 2025
Advanced Factories

Most Disruptive Startup in Industrial Field

Finalist at the Industry Startup Forum 2025 during Advanced Factories Barcelona — recognised for a disruptive approach to industrial AI.

Industrial AIAutomation
04 / 05
MEMBER 2025
Hub France IA

Benefactor Member, National AI Federation

Joined Hub France IA as a benefactor member, shaping AI policy and industrial application standards across the French ecosystem.

EcosystemPolicy
05 / 05
AWARDS 2025
Advanced Manufacturing Madrid

Finalist — IV Edition Awards

Recognized at Advanced Manufacturing Madrid as a finalist in the industrial technology category for our work on AI-native factory operations.

ManufacturingAI-native
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READY WHEN YOU ARE

Stop searching.
Start asking.

See how AutomAssist connects your industrial data and puts AI agents where your teams need them.

6 PILOTS15+ LANGUAGESDEPLOY IN DAYS
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