Improve your operational
efficiency with Unified
Operations Insights

Major geopolitical, trade, andManufacturers can accelerate

and breaking down organizational

pandemic disruptions are pushing

their journey to operationaland data silos.

manufacturers to reconsider theexcellence with a data foundation

agility and resilience of their valuethat enables cross-functional

With Industrial DataOps,

network. Greater resilience will

management and real-time

manufacturers can use data and AI

be driven by tighter integration

decision-making across assets,

to create tailored decision-making

between operations andplants and production networks.

solutions to tackle operationalsourcing and distribution chains,

This will require a new approach

challenges.

and improved efficiency andto data management that focuses

predictability.

on optimization across disciplines

Solve the manufacturing data problem with Cognite Data Fusion®,
the leading Industrial DataOps platform
Cognite Data Fusion® makes manufacturing data

an industrial knowledge graph, giving you instantavailable, usable, and valuable. It breaks down data

access to historical, real-time, and simulated data andsilos by connecting IT, OT, and engineering data fromscenarios.

your ERP, LIMS, MES, SCM, IoT, and more—to build

Industrial knowledge graphWork orders

Implements

Quality

Data set
Full context
High quality

Engineeringdocs
Implements

Implements

May have

Implements

Assetor process
Time series

Relationships

Organize

Implements

Implements

Images/videos

May have

3D

Implements

Reliability

Implements

May have

Properties

May have

May have

Labels©Cognite — 2023

Alarms & events

Industry
standard tools

Low
or no-code

Data science

Industry
applications

Infinitely scalable

Easily governed
Operational digital twin

Accelerated
time-to-value

Automated preparation, cleaning,mapping, contextualization
Lower incremental cost with data modelthat grows over time

DCSHistorianPowered byCognite Data Fusion®

CMMSMESWith contextualized data inCognite Data Fusion® bridges

high-quality products that are

Cognite Data Fusion®, you can build

the gap between your existing

designed for sustainability toand scale more real-time and data-

OT and IT architecture, giving you

market faster.

driven insights across operations

the building blocks to innovate,

and supply chain.

empower your experts, and get

Cognite Data Fusion® key differentiators■ Automatic IT/OT/ET data contextualization

Contextualize and understandDevelop and deploy
Monitor and governScale■ Data governance and lineage■ Data security and compliance■ 3D and unstructured data
■ Open framework and toolboxes■ Hybrid AI■ Real-time data access■ Performance and scale©Cognite — 2023

Collect, integrate, accessPrevent disruptions with scalable Unified Operations Insights
Cognite Data Fusion® gives you real-time, cross-plant

Cognite’s Solutions Portal provides a single, persona-operational visibility with the first knowledge graphbased point of access to all applications powered bybuilt for industry at scale. With instant access toCognite Data Fusion, from Power BI dashboards anddata searchable in domain languages, more users

Cognite applications to third-party Grafana solutions,

can understand previously siloed data and startand everything in between. Unified Operation Insights

extracting value. One way is with Cognite’s application

help manufacturers address:building blocks, with which you can build tailored solutions to support business decisions and scale thosesolutions across fleets of assets and plants, reducing
the time to value and driving continuous improvement.

CostReduce costs through remoteand real-time monitoring, andpreventive and predictive insights.

Sustainability
Understand, control, and improveyour use of energy, materials, andwater to reduce emissions.

Throughput and capacity
Increase your rate of productionand eliminate bottlenecks andunplanned stops.

Resilience
Optimize production daily toaccount for variations in raw
material and operating conditions.

Quality
Reduce waste and identify root
causes of operational issues.

Asset management
Asset performance monitoring
20-30% annual reduction

Live asset status in

in service costs using a bad

an aggregate view to address

actor report to prioritize

degrading assets before

maintenance

failure occurs

Data sources:

Data sources:■ CNC machine alarms■ Technical documentation■ ERP work orders■ Sensor data (Historian)■ Work order repository (SAP)©Cognite — 2023

Live machine reportingProcess optimization
Increase asset utilization

Product quality monitoring

Understand current

Reduce time to deliver

utilization to identify ways

corrective actions by 10-20%

to increase OEE and identify

and a 5% reduction in productunderperforming assets

deviationsData sources:

Data sources:■ Equipment data (MTConnect)■ Quality system deviation database■ ERP work orders■ ERP work orders■ Tooling database

Sustainability
Reduced energy consumption

Emission monitoring

Site visibility to energy

Identify, assess and track

consumption to identify

sustainability outcomes

highest energy consumers
and make process
Data sources:

adjustments

Data sources:■ MQTT Energy Monitoring■ Process Data (DCS)■ ERP work orders■ Sensor data (Historian)Predictive maintenanceHeat exchanger performance

Predict equipment failures

Hybrid AI to forecast when

Proactive notifications

fouling occurs and its impact

for early intervention

to productionof impending problems

Data sources:

Data sources:■ Simulated Data (Simulator)■ Process Data (DCS)■ Sensor data (Historian)■ ERP work orders■ OEM documentation■ Equipment Operating Curves↘ Get started today and realize value by the end of the next quarter. — info@cognite.com©Cognite — 2023

■ OEM documentation