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© Bioproduction Group. All Rights Reserved. 1 
Complexity is a major challenge for biopharmaceutical manufacturing 
professionals. Complex technology, complex processes and systems, and high 
variability present great difficulties for those responsible for producing quality 
products in volume. Bioproduction Group understands the constant struggle 
our customers face to achieve results while remaining flexible under the 
constrictions of GxP validation and regulation. 
Bioproduction Group’s powerful, proven, patent-pending modeling platform 
is based on developments and advances in mathematics, operations research 
and modeling over more than 20 years. The platform allows customers 
to understand complexity, accommodate variability, find bottlenecks, 
maximize production and understand the implications of any change in 
the manufacturing process. 
The software integrates biotech operations with tactical and strategic decision 
making into one powerful platform designed to drive systemic change across 
the organization. Linking to enterprise platforms (SAP, automation systems) 
the Real-Time Modeling System provides unprecedented visibility into the 
biomanufacturing supply chain and the underlying processes which define it. 
“We need to be able to 
understand the vast number 
of production variables and 
then know what changes to 
make to improve production.” 
Manager at a Large Biotechnology Firm 
“T he focus is titer, titer, titer 
but most biotechnology 
firms don’t understand how 
to manage the variables 
associated with making 
biotechnology products. 
Optimizing… it is not all about 
the yields and titers... it’s 
building a whole process 
that is optimal.” 
Process Development Engineer, 
Top 10 Biopharmaceutical Manufacturer 
“It’s all very complicated 
suppliers, people, schedule 
and tons of data in different 
formats. There’s a great need 
for organization around the 
whole manufacturing process.” 
Supply Chain Manager 
Global Biotechnology Manufacturer 
Real-Time 
Modeling 
System 
The next generation of biomanufacturing analysis
© Bioproduction Group. All Rights Reserved. 2 
DESIGNED FOR 
BIOPHARMACEUTICAL OPERATIONS 
The Real-Time Modeling System is a modeling 
environment specifically designed for biopharmaceutical 
operations. That means our software is custom-built 
for the challenges of biomanufacturing: 
from late stage product development, to clinical, 
to large-scale production. The toolset has been 
developed in partnership with some of the world’s 
largest biopharmaceutical manufacturers. 
LINK MODELS 
TO ANY DATABASE DATA 
The Real-Time Modeling System can link to data 
from any database, from shop-floor automation 
systems like DeltaV to enterprise resource 
planning systems like SAP. That means your 
model reflects the reality of what’s actually 
happening in the facility: not just an estimate. 
And, the data remains accurate so your model 
isn’t using stale data 6 months from now. 
ACCOUNT FOR VARIABILITY 
Bio-G’s software architecture uses variability at 
its lowest building block. That means your models 
will be aware of inherent biological variability, 
and able to see its effect on manufacturing 
operations. 
FASTER RESULTS, 
MORE ANALYSIS POWER 
The Real-Time Modeling System delivers results 
faster than any other modeling framework. Our 
modeling platforms incorporates patent-pending 
technology to allow you to create highly complex 
models and analyze them in a fraction of the time 
of other analysis toolsets. This makes “what-if” 
analysis practical, getting you to better decision 
making and optimization, faster. 
A PROVEN TRACK RECORD 
Bioproduction Group’s Crosswalk and Modeling 
tools and services are used by the world’s leading, 
global biomanufacturing firms. We deliver to 
these clients literally millions of dollars in savings, 
every year. 
For more information visit: 
www.bio-g.com

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Real time modeling system

  • 1. © Bioproduction Group. All Rights Reserved. 1 Complexity is a major challenge for biopharmaceutical manufacturing professionals. Complex technology, complex processes and systems, and high variability present great difficulties for those responsible for producing quality products in volume. Bioproduction Group understands the constant struggle our customers face to achieve results while remaining flexible under the constrictions of GxP validation and regulation. Bioproduction Group’s powerful, proven, patent-pending modeling platform is based on developments and advances in mathematics, operations research and modeling over more than 20 years. The platform allows customers to understand complexity, accommodate variability, find bottlenecks, maximize production and understand the implications of any change in the manufacturing process. The software integrates biotech operations with tactical and strategic decision making into one powerful platform designed to drive systemic change across the organization. Linking to enterprise platforms (SAP, automation systems) the Real-Time Modeling System provides unprecedented visibility into the biomanufacturing supply chain and the underlying processes which define it. “We need to be able to understand the vast number of production variables and then know what changes to make to improve production.” Manager at a Large Biotechnology Firm “T he focus is titer, titer, titer but most biotechnology firms don’t understand how to manage the variables associated with making biotechnology products. Optimizing… it is not all about the yields and titers... it’s building a whole process that is optimal.” Process Development Engineer, Top 10 Biopharmaceutical Manufacturer “It’s all very complicated suppliers, people, schedule and tons of data in different formats. There’s a great need for organization around the whole manufacturing process.” Supply Chain Manager Global Biotechnology Manufacturer Real-Time Modeling System The next generation of biomanufacturing analysis
  • 2. © Bioproduction Group. All Rights Reserved. 2 DESIGNED FOR BIOPHARMACEUTICAL OPERATIONS The Real-Time Modeling System is a modeling environment specifically designed for biopharmaceutical operations. That means our software is custom-built for the challenges of biomanufacturing: from late stage product development, to clinical, to large-scale production. The toolset has been developed in partnership with some of the world’s largest biopharmaceutical manufacturers. LINK MODELS TO ANY DATABASE DATA The Real-Time Modeling System can link to data from any database, from shop-floor automation systems like DeltaV to enterprise resource planning systems like SAP. That means your model reflects the reality of what’s actually happening in the facility: not just an estimate. And, the data remains accurate so your model isn’t using stale data 6 months from now. ACCOUNT FOR VARIABILITY Bio-G’s software architecture uses variability at its lowest building block. That means your models will be aware of inherent biological variability, and able to see its effect on manufacturing operations. FASTER RESULTS, MORE ANALYSIS POWER The Real-Time Modeling System delivers results faster than any other modeling framework. Our modeling platforms incorporates patent-pending technology to allow you to create highly complex models and analyze them in a fraction of the time of other analysis toolsets. This makes “what-if” analysis practical, getting you to better decision making and optimization, faster. A PROVEN TRACK RECORD Bioproduction Group’s Crosswalk and Modeling tools and services are used by the world’s leading, global biomanufacturing firms. We deliver to these clients literally millions of dollars in savings, every year. For more information visit: www.bio-g.com