Inview_FALL2017_Final_V2
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FALL 2017<br />
NEWSLETTER<br />
MAPPING<br />
SPACE AND TIME<br />
Yesterday. Today. Tomorrow.<br />
INSIDE:<br />
A New Message from AGI<br />
Correcting misconceptions<br />
page 2<br />
STK 11<br />
It’s out of this world!<br />
page 4-7<br />
ComSpOC<br />
The Commercial Space Operations Center<br />
page 8<br />
International Spotlight<br />
Celebrating our customers’ success<br />
page 15
AGI UPDATE<br />
AGI UPDATE<br />
A New Message<br />
So what exactly does AGI do? We create<br />
game-changing software that lets you make<br />
the best decisions about things that move in<br />
space and time.<br />
I have been with AGI for more than 25 years,<br />
and in that time, I’ve done just about every<br />
job possible for the company. So, to me,<br />
what AGI stands for, as well as the depth of<br />
our offerings, has always been obvious. But<br />
for some reason, Paul Graziani (our CEO<br />
and co-founder) was constantly telling me,<br />
“Frank, no one knows what we do. We just<br />
aren’t doing a good job of articulating our<br />
value proposition.” Again, it was so clear<br />
to me what we did. Why can’t people get<br />
it? Now, the funny thing is,<br />
for the last 20 years, I have<br />
overseen Marketing, so after<br />
10 years of Paul’s badgering,<br />
I was beginning to take his<br />
comments personally.<br />
We create software that changes the game.<br />
What game? Well, in my eyes, the game is<br />
simulating or watching the performance of<br />
anything that moves around at any time.<br />
Moves around what, you ask? Moves around<br />
anything! Essentially, “anything that moves<br />
around anything else at any time.”<br />
So, for example, you could determine the<br />
downlink radio frequency (RF) interference<br />
for satellites moving around our Earth caused<br />
by a unmanned aerial vehicle (UAV) moving<br />
around a geographic region delivering<br />
packages to the Jetson family of the<br />
future. You could also simulate what the<br />
Francesco Linsalata<br />
Corporate Officer<br />
From AGI<br />
No matter what domain you’re working in–land, sea,<br />
air, or space, you need to be able to analyze and<br />
visualize objects across space and time; AGI can help<br />
you get there. We feel confident that by applying<br />
our technology, you can address the details of your<br />
problems. Our technology is built to be open, flexible,<br />
and scalable, giving you endless possibilities.<br />
Flintstones’ town of Bedrock would have<br />
looked like had we had UAVs back then.<br />
And on top of that, you would be able to<br />
see everything in a realistic 3D scene, from<br />
space down to the ground.<br />
These examples are centered around Earth.<br />
But our software can even help you figure<br />
out problems on any other central body. It<br />
takes just a few simple turns of the knobs<br />
and dials. Take, for example, our friends at<br />
the APL (Johns Hopkins Applied Physics<br />
Laboratory). Long ago, when their scientists<br />
wanted to ask fundamental questions about<br />
near-Earth objects such as the potato-shaped<br />
asteroid Eros, they turned to AGI. With our<br />
‘‘<br />
software, they were able to determine how<br />
to get to Eros and model orbits around it.<br />
That is a pretty wide breadth of capability,<br />
and that’s just in STK.<br />
So why do so many prospective users still<br />
think that satellite visualization is our only<br />
forte? Well, you don’t have to be a marketing<br />
genius to realize how that misconception<br />
evolved. For one, our company only had only<br />
one product–the Satellite Tool Kit–for the<br />
first 20 years of our existence. And second,<br />
we plastered cool STK graphics everywhere.<br />
We couldn’t help ourselves.<br />
Fortunately, we have always had really<br />
smart customers. And these customers<br />
started to apply STK in ways we had<br />
never imagined. They helped grow our<br />
capabilities and market.<br />
The growth was truly a team effort. Our AGI<br />
rocket scientists were also amazing computer<br />
scientists, and they developed software<br />
capable of solving problems bigger and more<br />
complex than we ever imagined. They made<br />
our space and time modeling capabilities<br />
flexible, so that it could model not just things<br />
in space, in the air or on the ground, but<br />
anything in motion.<br />
Truth be told, before we had a chance to<br />
rename Satellite Tool Kit, our customers<br />
had already started using it in new ways.<br />
They were using STK to generate solutions<br />
for common operating pictures (COPs),<br />
simulate complex missile systems, conduct<br />
RF analysis for ground antenna networks,<br />
track Malaysian elephants, and send<br />
explorers to Pluto.<br />
Just like any other technology set, things<br />
were converging. The distinction between<br />
land, sea, air, and space systems was<br />
becoming fuzzy. They all need to operate<br />
harmoniously. And STK provided that<br />
integrated simulation environment right out<br />
of the box from day one. So after about 20<br />
years of success as Satellite Tool Kit, it finally<br />
We create game-changing software that lets<br />
you make the best decisions about things<br />
that move in space and time”.<br />
happened. In 2012, our collective marketing<br />
genius caucused for weeks to rename STK to<br />
STK, to stand for Systems Tool Kit. For me, it<br />
was a perfect solution. With the same initials,<br />
we could minimize our rebranding efforts!<br />
The renaming was an obvious, but long<br />
overdue change to the reality that STK was<br />
way more than just satellites.<br />
Well, that pretty much got us to where<br />
we are with STK, a revolutionary piece of<br />
software that continues to make us proud,<br />
solving problems all over the aerospace and<br />
defense industry. But it still did not solve my<br />
problem of having Paul come in my office<br />
every week saying that the market does not<br />
know what we do.<br />
The problem was that AGI was starting to do<br />
more stuff. The STK people weren’t just STK<br />
people anymore. Everybody in the company<br />
was coming up with great ideas. The<br />
software industry was changing with<br />
lightning speed. Meanwhile, I was only<br />
changing in regular time. We were<br />
witnessing rapid advancements in<br />
all forms of hardware. Our R&D<br />
team members were throwing<br />
around concepts such as service<br />
oriented architecture (SOA),<br />
clouds, virtualization, and opensource.<br />
These all just seemed<br />
like crazy buzzwords to me.<br />
Open-source? As if giving away<br />
STK for free wasn’t generous<br />
enough. Now we have to give<br />
away the source code too?<br />
But almost before I could order<br />
new t-shirts with Systems Tool<br />
Kit emblazoned on them, our<br />
company had started creating<br />
cost-effective enterprise solutions<br />
based on our underlying software<br />
libraries, and we began developing the<br />
world’s leading open-source 3D globe<br />
with Cesium. Then we launched the world’s<br />
first and only operational commercial<br />
space situational awareness (SSA) facility<br />
and related services that monitor space<br />
daily. The next thing I know, we’re starting<br />
another group to help monitor the swarm<br />
of UAVs coming our way.<br />
Now I was starting to think that Paul had a<br />
point. We have been doing more than just<br />
STK (much more) and yet, most people still<br />
haven’t figured out what STK can do. As it<br />
turns out, the only thing harder than getting<br />
people to figure out what we do is getting<br />
people that think they know what we do to<br />
learn that we do something different than<br />
what they originally thought.<br />
At the beginning of 2016, we decided that<br />
AGI needed to do a complete rebranding.<br />
For some companies, “rebranding” equates<br />
to a new logo, a different color palette, and<br />
maybe a new catchphrase. Well, we did all<br />
that too. But what we really did was overhaul<br />
our messaging. We distilled the language<br />
about our solutions and our value proposition<br />
down to the simplest terms possible. We<br />
want to be sure that our market understands<br />
us. Because no matter what product or<br />
service we offer, our value to you is our core<br />
technological and philosophical attributes<br />
that we deliver to you.<br />
It also became evident during the<br />
rebranding exercise we went through last<br />
year that our employees truly love what<br />
they’re doing. Our engineers take the really<br />
hard problem of figuring out where things<br />
are in space and time and how they interact<br />
with each other, and focus every day on new<br />
improvements. We realize that these types<br />
of problems will never be easy – but each<br />
release is an effort to make things simpler<br />
and more flexible. Complex questions<br />
that previously took months to answer, if<br />
they could be answered at all, now can be<br />
settled in just a few minutes. Please enjoy<br />
our InView that highlights thoughts from our<br />
leading engineers and computer scientists –<br />
and let us know if you think our message is<br />
getting any clearer.<br />
02<br />
INVIEW<br />
FALL 2017<br />
03
STK UPDATE<br />
STK UPDATE<br />
STK 11 News<br />
Throughout history, our advancement as<br />
a species has been inextricably tied to our<br />
ability to move goods and information<br />
through space and time. The processing<br />
power found in today’s smart phone greatly<br />
surpasses that of a 1980’s era supercomputer.<br />
However, for most of the twentieth century,<br />
aerospace and defense software tools<br />
remained the province of large mainframe<br />
computers. The tools were limited by high<br />
costs, complex designs, and lack of reuse.<br />
This began to change as computing capacity<br />
increased, and for the first time, scientists and<br />
engineers gained access to powerful tools on<br />
their own desktops.<br />
Enter AGI and STK. The STK vision is to<br />
provide solutions for the aerospace and<br />
defense (A&D) community that simplify<br />
their largest, most daunting problems and<br />
revolutionize how they carry out critical<br />
missions of moving goods and information<br />
through time and space. Think of STK as<br />
Lego ® blocks that you can use to build a<br />
space station of infinite configurations. STK<br />
provides a powerful collection of tools that<br />
can be reused, re-purposed or reconfigured<br />
for a wide array of mission types. Users<br />
no longer need to worry about losing<br />
EOIR Sensors: Stay Ahead,<br />
Stay Prepared for Anything<br />
Patrick North<br />
EOIR Expert<br />
When I heard<br />
we were putting<br />
together a<br />
lunch-and-learn<br />
scenario that<br />
was going to combine Tom Neely’s new<br />
Aviator work with phased array and EOIR<br />
simulation I was intrigued, at the least.<br />
We were going to have a blue aircraft<br />
flying a routine mission when it is suddenly<br />
detected by a red fighter. Missiles are<br />
launched, defensive countermeasures are<br />
taken, and–depending on the parameters<br />
of the equipment being modeled–STK<br />
will calculate whether our heroes in the<br />
blue jet will survive this surprise attack or<br />
not. It’s about as exciting a scenario as<br />
you could ever hope for, a truly Hollywood<br />
style Top Gun moment.<br />
important corporate knowledge due to<br />
unsustainable tools. STK provides a platform<br />
whose requirements are driven by an entire<br />
community to the benefit of every member.<br />
The STK 11 generation of releases mark new<br />
milestones in STK’s evolution. The primary<br />
features take advantage of higher compute<br />
power, whether locally or remotely deployed.<br />
Key features include:<br />
• 64-bit on Windows, Unix/Linux (STK Engine)<br />
• Volumetric analysis to apply constraints and<br />
execute calculations against a 3D grid<br />
• Deck Access to calculate visibility intervals<br />
from a single object in STK to a collection<br />
of objects defined in an external file<br />
• Communications and radar modules<br />
now model and simulate performance of<br />
phased array antennas configured with up<br />
to 5,000 individual elements<br />
• Streaming imagery and high-res terrain<br />
for better visual and computational<br />
accuracy<br />
EOIR (electro-optical and infrared) leverages<br />
the new 64-bit support to increase the fidelity<br />
and flexibility of sensor configurations.<br />
Improvements include the addition of a<br />
I happen to love creating extreme and<br />
exciting demonstrations because it’s a<br />
great way to show our users the prowess<br />
of our analysis capabilities coupled with<br />
visual cues. But normally my day job is<br />
balancing new requirements and software<br />
improvements for EOIR with the number<br />
of hours in the day to get them done, but<br />
when I want to show others how important<br />
those changes are, I need an exciting story<br />
to tell so that they can really see why it’s so<br />
important that we get things just right.<br />
We all have our day-to-day jobs, and it’s<br />
not every day that we get to save the<br />
world, but I’d like to think that all of our<br />
hard work is building up to the moment<br />
when that time just might come. That’s<br />
where combining accurate analysis,<br />
diligent engineering, and genuine<br />
ingenuity are essential and need to be<br />
showcased in a high-quality visualizations<br />
Wash Wedderburn<br />
STK Product Manager<br />
MODTRAN-based atmosphere model and<br />
the ability to use custom 3D models as target<br />
objects. STK Engine applications not requiring<br />
any visualization can take advantage of a new<br />
“No Graphics” option for faster performance<br />
and minimal memory requirements. The<br />
benefits become even more evident when<br />
scaling across a cluster of compute nodes.<br />
Aviator now includes navigation algorithms<br />
that allow the simulation of even more<br />
complex aircraft routes. Users are able to<br />
perform near real-time rules-based flight<br />
path evaluations using built-in guidance<br />
strategies. Additional models now allow for<br />
more accurate analysis of helicopter and<br />
electric UAV performance.<br />
As platforms and form factors for software<br />
delivery continue to evolve, our software<br />
will too. AGI is committed to meeting<br />
the needs of our diverse user base, and<br />
going beyond. We intend to continue<br />
developing STK to maximize usability and<br />
computational efficiency so that you, the<br />
end user, can consume and manipulate<br />
increasingly large data sets. Starting this<br />
year, we will be releasing updated versions<br />
of STK twice annually.<br />
Air-to-Air Integrated Aviator and EOIR Scenario<br />
to bring those scenarios to life in order to<br />
convince the decision makers, proposal<br />
evaluators, and budget approvers. If, or<br />
when, that time comes, at that darkest<br />
hour, when someone’s life could be on<br />
the line is when all of our hard work could<br />
mean the difference between success and<br />
failure. What work are you doing to save<br />
the world and how can we at AGI help you<br />
tell that story?<br />
Phased Array Antenna Model<br />
Helps STK Users Do More, Faster<br />
Chris Moyer<br />
Phased Array Developer<br />
Phased array antennas can be found<br />
almost everywhere in today’s systems. The<br />
benefits of this type of antenna include<br />
lower cost of maintenance, improved search<br />
and track features, reduced interference,<br />
greater system capacity, and reduced risk of<br />
detection or interception, to name a few.<br />
I’m excited that we released a phased array<br />
antenna model as part of STK 11. With it,<br />
users can easily perform common tasks and<br />
analysis, and will be able to model their<br />
phased array antenna by specifying element<br />
count, spacing, and configuration. We have<br />
Aviator<br />
Tom Neely<br />
Creator of Aviator<br />
I’ve been<br />
at AGI for<br />
almost 20<br />
years now, and in that span, we’ve evolved<br />
a lot. We’ve gone from being space experts<br />
to modeling sub-orbital vehicles to changing<br />
the STK product name because we are now<br />
about a lot more than satellites. That has<br />
been immensely gratifying. I didn’t come to<br />
AGI to work in orbit. I’m an air-breathing guy.<br />
Before my first day at AGI, I knew we had<br />
tremendous potential to provide value for<br />
military aviation and the systems that go into<br />
their aircraft, ships, radars, that support it.<br />
Our product offerings for those systems have<br />
taken huge strides. Airplanes are cool, but at<br />
the end of the day, they are only interesting<br />
and useful because of the stuff they carry<br />
around. We are working hard building out<br />
capabilities to the point where what I do is<br />
in the background. Meanwhile, here are a<br />
few words about some of the lesser known<br />
aspects of Aviator.<br />
Did you know that “everything in Aviator<br />
is a plugin?” Aviator is constructed using<br />
what I refer to as an “Interface-based<br />
Design.” There is a framework into which<br />
everything plugs in. The entire feature set<br />
of Aviator is plugged in to this framework.<br />
This aspect of Aviator means it can be<br />
extended to support new capabilities with<br />
included methods for beam steering the<br />
antenna, as well as directions for adaptive<br />
nulling. We also included several ways to<br />
compute each element’s complex excitation<br />
value. Couple these capabilities with STK’s<br />
Constraints, 3D Graphics, CommSystem,<br />
Coverage, and new Volumetric Object, and<br />
the possibilities are vast.<br />
Phased array antennas<br />
The STK phased array antenna model<br />
opens up dynamic analysis to include beam<br />
little or no changes<br />
to the framework. If<br />
a customer needs<br />
some new feature<br />
tomorrow, we can<br />
build a package of<br />
software completely<br />
separate from<br />
the ongoing STK<br />
development process<br />
and send that to the<br />
customer. It will plug<br />
in and appear like<br />
it’s built-in. In other<br />
words, AGI can be<br />
very nimble supporting our customers’<br />
advanced requirements.<br />
We also have a rather large object model<br />
behind Aviator (called the Flight API).<br />
There are over 600 classes in the API,<br />
with almost 1000 interfaces for doing<br />
neat things. We are working on a Java<br />
version of the API, which is why we haven’t<br />
released official documentation for it, but<br />
once we do, users will be able to assemble<br />
our building blocks as their particular<br />
problems require. New servers, applets<br />
and desktop tools will be enabled with<br />
customized workflows. We have bunches<br />
and bunches of building blocks today<br />
which we can make use of; the goal is to<br />
get our users mashing up those building<br />
blocks into their systems.<br />
forming and adaptive nulling for improved<br />
performance of radar and communication<br />
systems, understanding stray emission<br />
on surrounding areas or assets caused<br />
by dynamic beam-forming, and the<br />
consideration of countermeasures and counter<br />
countermeasures. These are just a few of the<br />
many opportunities the phased array antenna<br />
can provide benefits to our users.<br />
This release is just the beginning. We will<br />
continue to identify, prioritize, and roll out<br />
new features for our users. And, as usual,<br />
we’ve built several customization points<br />
into the current release of STK which will<br />
allow users to add a specific behavior or<br />
proprietary algorithms.<br />
We welcome the chance to listen to<br />
your comments and hear about your use<br />
cases, experiences, and utilization of STK<br />
communications and radar features.<br />
Above is a screenshot of the “Advanced<br />
Fixed Wing Tool” (AFWT) showing the<br />
flight envelope for some hypothetical<br />
aircraft design which I threw together in<br />
about one minute. Yes – one MINUTE – to<br />
work out a high-level sizing concept for a<br />
new aircraft. Imagine if you are trying to<br />
figure out how an enemy aircraft might<br />
perform and then being able to figure out<br />
an aircraft design that will kick that thing’s<br />
ass in combat. Sweet!<br />
By the way, all the little models that go into<br />
the construction of the flight envelope are<br />
plugins into the AFWT. This tool is both a<br />
plugin and framework. The AFWT is part of<br />
a plugin aircraft performance model, but it<br />
also exposes plugin points. You can see how<br />
deep the rabbit hole can go with Aviator.<br />
04 INVIEW<br />
FALL 2017 05
STK UPDATE<br />
STK UPDATE<br />
STK 11 for Space<br />
It’s Out of this World!<br />
STK 11 was an epic release for modeling and<br />
operating in all domains, but it is important to<br />
highlight how this latest version addresses key<br />
problems for professionals working with space<br />
systems. With all of the incredible capabilities<br />
released in Aviator for aircraft systems, key<br />
additions that can be applied directly to space<br />
systems can’t be overlooked. Here are my top<br />
10 of the many enhancements and use cases<br />
relevant to our community of space users:<br />
• New Phased Array attennas allow for<br />
studies of adaptive beam-forming for<br />
satellite communications as well as space<br />
tracking radars performance evaluation.<br />
• Volumetric sun lighting conditions such as<br />
solar intensity can be used to find shadows<br />
in space.<br />
• Volumetrics can be used to evaluate the<br />
amount of time sensors look for space debris<br />
in various regions of space. See Figure 2.<br />
Figure 1<br />
Adam Gorski<br />
Aerospace Nerd<br />
Support Tip<br />
Why is my C# or<br />
VB.NET engine<br />
application not<br />
working?<br />
STK 10 was the last 32-bit version of<br />
Systems Tool Kit. STK 10 also ran under<br />
.NET Runtime 2.0. As a result, the STK 10<br />
Programming Interface Help instructed<br />
developers to change the version of .NET<br />
Framework to 3.5 and the build platform<br />
to x86. These instructions were necessary<br />
Terrain Server<br />
Ismir Tufek<br />
Engineer/<br />
Comedian<br />
because the default settings for Visual<br />
Studio versions 2010 and 2012 are .NET<br />
Framework 4.0 and “Any CPU” platform.<br />
STK 11 is available as both a 32-bit and a<br />
64-bit application. In either case, STK 11<br />
uses .NET Runtime 4.0, so you do not have<br />
to worry about the version of the .NET<br />
framework. However, you still need to be<br />
careful about platform settings. In theory,<br />
if you have the 64-bit version of STK 11<br />
installed, you should be able to create a<br />
new project and create the STK Engine<br />
application without changing any settings.<br />
While this is true for Visual Studio versions<br />
2010 and 2012, Microsoft added a new<br />
platform target option to Visual Studio<br />
versions 2013, 2015, and 2017. The option<br />
is labeled, “Prefer 32-bit,” and it is located<br />
on the Build tab of the project properties.<br />
When the option is enabled and the<br />
platform is set to “Any CPU” (which are the<br />
default settings), your application will build<br />
as a 32-bit application. This means that if<br />
you only have 64-bit STK installed, your<br />
application will not work. To fix the problem,<br />
disable the “Prefer 32-bit” option to build<br />
your application as a 64-bit application.<br />
• New CubeSat Models (1U, 2U, 3U, 6U)<br />
configured for Solar Panel Tool allow users<br />
to quickly measure the power generated<br />
from satellites in various orbits and attitude<br />
profiles. See Figure 1.<br />
• Walker Satellite Constellation Design Tool<br />
updates make the creation and modification<br />
of new large constellations even easier.<br />
• Electro-Optic and Infrared (EOIR) models of<br />
sensors along with new MODTRAN-based<br />
atmosphere and custom 3D target models<br />
can be used for realistic simulation of space<br />
observations. We have already verified<br />
against real-world FLIR images captured of<br />
the International Space Station (ISS).<br />
• Phased Array Communications can be used<br />
with Volumetrics to evaluate the signal in<br />
space around the Earth from a user-defined<br />
emitter. See Figure 3.<br />
• Volumetrics natively visualizes the Space<br />
Environment and Effects Toolkit (SEET) results<br />
such as electron flux, radiation and particle<br />
impacts so users can understand the effects<br />
beyond just the orbit of a single satellite.<br />
• Custom or proprietary calculations are easier<br />
with registration-free plugins for Access,<br />
HPOP, and Astrogator force models.<br />
• Learning complicated space problem<br />
workflows is much easier with the revamped<br />
Figure 2<br />
Help System that features consolidated and<br />
updated tutorials. One great example is the<br />
new Astrogator rendezvous and proximity<br />
operations tutorial.<br />
With these new and updated features, it has<br />
never been easier for users to model space<br />
systems in such high fidelity and evaluate<br />
system performance with as much depth as<br />
they can with the STK 11 family of products.<br />
So, download STK 11.2 and start exploring<br />
the universe today!<br />
Alex Wood<br />
Terrain Server Tsar<br />
The landscape for geospatial visualization has<br />
changed dramatically over the last several<br />
years. Geospatial applications continue to<br />
shift from top down 2D view of a map to<br />
immersive 3D experiences, running on the<br />
desktop, in a browser, or on a mobile device.<br />
With tilted views of the globe common place,<br />
the need to accurately represent terrain<br />
elevation is paramount. Data acquisition used<br />
to be the biggest challenge; however, now<br />
the cost of an aerial drone equipped with<br />
surveying sensors is within reach of many<br />
hobbyists and tech enthusiasts.<br />
With the unbounded growth of data<br />
available for visualization and the diverse<br />
Elevation data on the left with a uniform grid requires all tiles to be generated at the maximum resolution.<br />
The irregular mesh shown on the right demonstrates how multiresolution data is seamlessly represented.<br />
range of target platforms, comes the<br />
requirement to house data on a server<br />
and stream terrain assets as needed. The<br />
STK Terrain Server is a powerful enterprise<br />
application that runs on commodity<br />
hardware for creating and hosting Terrain<br />
that can be efficiently streamed to client<br />
applications, such as STK or Cesium.<br />
The core technology behind the Terrain Server<br />
is our advanced techniques for mosaicking<br />
terrain data sources of varied resolution into a<br />
global unified Terrain Tileset, using the open<br />
terrain runtime format, Quantized-Mesh. This<br />
open format breaks away from traditional<br />
terrain formats designed for storage, by<br />
representing terrain as a rendering engine<br />
asset, streamed over networks.<br />
Using the Quantized-Mesh format, we<br />
preprocess terrain tile meshes offline into<br />
a tileset. When building a terrain tileset, it<br />
is not uncommon to start with an existing<br />
terrain tileset, such as the STK World Terrain<br />
Dataset, and layer higher resolution terrain<br />
datasources into the existing tileset.<br />
Figure 3<br />
Swiss Village Dataset collected by a Sensefly eBee drone at 5cm resolution shown with the Bing<br />
Maps Road Imagery Style in both images. Terrain features are characterized with seamless Terrain<br />
lighting, a feature provided by the STK Terrain Server.<br />
In order to tailor content that shows well to<br />
end users, terrain load time and rendering<br />
must not dominate the frame budget. When<br />
standing up an enterprise streaming terrain<br />
solution for GIS visualization, one can expect<br />
lower risk when adopting the streaming<br />
terrain technology that offers a consistent<br />
and performant end user experience.<br />
06 INVIEW<br />
FALL 2017 07
PROVEN TECHNOLOGIES<br />
AHEAD OF THE GAME<br />
ComSpOC<br />
Paul Welsh<br />
VP Business<br />
Development<br />
Commercial Space Operations Center<br />
Travis Langster<br />
VP Space Business<br />
Development<br />
ComSpOC fuses satellite tracking<br />
measurements from its commercial global<br />
sensor network to generate highly accurate<br />
space object information. ComSpOC<br />
delivers the most relevant, timely Space<br />
Situational Awareness (SSA), mission<br />
assurance, and space traffic management<br />
services available.<br />
ComSpOC is more than a concept; it is the<br />
first and only operational commercial SSA<br />
center of its kind in the world. Others talk<br />
about it, but we’ve been doing it since 2014.<br />
When the government asked the private<br />
sector to step up to help solve the SSA<br />
problem in 2013, we did. We knew we<br />
already had the best SSA products that<br />
we’ve been building since 1989. But we<br />
didn’t just use our products, we rebuilt them<br />
… better. The most experienced product<br />
builders with the best SSA products went<br />
back to the drawing board and created the<br />
capability that others dream about. The<br />
result is a very robust system with software<br />
processing prowess far more capable than<br />
the combination of other tools.<br />
Designed for ultimate flexibility, the system<br />
is not limited to specific data formats nor<br />
specific sensor types. This fusion of optical,<br />
passive RF, active RF, and radar into a single<br />
process creates the most exquisite satellite<br />
data possible.<br />
Advancements in technology are enabling<br />
sensors to be both extremely capable and<br />
affordable, and the number of available<br />
sensors and networks is growing rapidly.<br />
Sensors and their data are now the<br />
easiest part of the SSA problem. Satellite<br />
observations are quickly turning into very big<br />
piles of data. Making sense out of this data<br />
is where we come in. More observations<br />
doesn’t necessarily mean better results.<br />
ComSpOC’s true power is our processing<br />
capability and unmatched orbit determination<br />
abilities. We create our High Definition<br />
Ephemeris (HiDEph) and other meaningful<br />
SSA data products faster than any other<br />
system in existence. And we can do it for the<br />
entire catalog.<br />
Jan. 2016, ComSpOC tracked the debris from a Breeze M rocket body upper<br />
stage that broke apart at GEO altitude. The yellow orbit illustrates the many<br />
potential conjunctions caused by this event.<br />
Jan. 2017, AsiaSat-8 began relocating but public position data was not<br />
available for more than a week. This illustrates the importance of noncooperative<br />
maneuver detection to Space Traffic Management (STM).<br />
July 2016, ComSpOC tracked small debris identified by JSpOC from the still<br />
functional WorldView-2 and calculated the resulting orbit change to the satellite.<br />
Nov. 2016, China launched the Shinjian 17 (SJ-17) directly into GEO and disposed<br />
of the upper stage in a GEO crossing orbit (shown in yellow). This irresponsible<br />
behavior results in an object going through GEO altitude about every 23 hours.<br />
A Big Step for Space Traffic Management<br />
The Space Data Association (SDA) and<br />
Analytical Graphics, Inc. (AGI) have<br />
entered into a long term agreement to<br />
launch an upgraded Space Data Center<br />
(SDC) Space Traffic Management (STM)<br />
service, powered by ComSpOC.<br />
SDC 2.0, which will be available to all<br />
members of the SDA, has a highly accurate,<br />
independently generated catalogue of<br />
space objects which will grow to include<br />
objects larger than 20 cm in and traversing<br />
the GEO arc, and will allow for transparent<br />
and actionable collision warnings. The<br />
service also features functionality to<br />
combat Radio Frequency Interference (RFI),<br />
including the construction of geolocation<br />
scenarios and a Carrier ID database.<br />
“As satellite operators, it is vitally important<br />
that we continually improve the Space<br />
Situational Environment to ensure safety<br />
of our own missions, continuity of services,<br />
and protection of the space environment<br />
for all operators. After considerable analysis<br />
we have determined that the collision risks<br />
are higher than previously understood.<br />
We underwent a comprehensive<br />
process to determine key requirements,<br />
conducted extensive market research and<br />
a competitive procurement process, and<br />
have concluded that AGI can offer the best<br />
STM service to adequately mitigate these<br />
risks. AGI clearly understands this critical<br />
mission and the SDC 2.0 service, using AGI<br />
capabilities, delivers the best value and is<br />
timely, validated, and reliable,” stated Mark<br />
Rawlins, SDA Chairman.<br />
“We applaud the leadership of the SDA<br />
executive members: Eutelsat, Inmarsat,<br />
Intelsat, and SES, for continuing to set the<br />
standard for responsible space operations<br />
and traffic management,” said Paul Graziani,<br />
AGI CEO and founder. “We look forward to<br />
extending our trusted working relationship<br />
with SDA as its exclusive STM Services<br />
Provider and working in partnership with<br />
them to expand the boundaries of STM<br />
capability and space safety.”<br />
About SDA<br />
SDA is a non-profit international association<br />
of satellite operators that supports the<br />
controlled, reliable, and efficient sharing of<br />
data critical to the safety and integrity of the<br />
space environment and the RF spectrum.<br />
Established in the Isle of Man, the SDA is<br />
open to all satellite operators and other<br />
participants. Its membership comprises<br />
most of the world’s satellite operators.<br />
Membership information can be found at<br />
www.space-data.org.<br />
Quick Facts<br />
• Diverse global network from an array<br />
of partners<br />
• Multiple sensor phenomenologies<br />
including optical, radar, and passive RF<br />
• Tracked over 9,000 public catalog<br />
objects in LEO, MEO, HEO, and GEO<br />
• Tracked and analyzed non-public objects<br />
• Government and commercial contracts<br />
08 INVIEW<br />
FALL 2017 09
Recent Space Activity<br />
ComSpOC delivered highly accurate independent<br />
tracking and advanced maneuver processing to<br />
provide safety of flight and orbital data products in<br />
the recovery efforts of the AMC-9 satellite.
CESIUM<br />
CESIUM<br />
Shows its Power on the Web<br />
Our Cesium ecosystem sets the world standard for<br />
browser-based three-dimensional globes. Cesium is an<br />
open-source JavaScript library that allows users to create<br />
2D and 3D virtual globes and maps for dynamic-data<br />
visualization. When our company launched Cesium in<br />
2011, it was AGI’s first significant open-source effort.<br />
In recent years, with the massive rise in availability of<br />
3D data, Cesium has become a mapping workhorse for<br />
aerospace as well as defense, oil and gas, agriculture,<br />
and real estate industries.<br />
Hannah Pinkos<br />
Cesium Team<br />
Cesium is built on HTML5 technology and<br />
WebGL, allowing you to run it in any web<br />
browser, on desktop or mobile devices, without<br />
plugins. The ecosystem has features you’d<br />
expect in a geospatial visualization platform. You<br />
stream terrain, overlay imagery from a variety of<br />
sources, and render vector data and geometry.<br />
But that’s not all it can do. As the JavaScript<br />
library has expanded, Cesium visualizations<br />
have become even more powerful. Now the<br />
ecosystem has support for high-fidelity, timedynamic<br />
visualization, similar to STK. It also has<br />
support for 3D models. You can toggle between<br />
a 3D globe, 2D map, and 2.5D Columbus-view<br />
mode within one API.<br />
New 3D Geospatial Open Formats<br />
In addition, we continue to build new formats that allow<br />
you to perform at a higher level. Now, you can:<br />
Stream terrain tiles<br />
Using our new quantized-mesh format, you<br />
can stream terrain tiles from your STK terrain<br />
server in Cesium.<br />
Visualize scenes over time<br />
CZML is a JSON schema for describing timedynamic<br />
3D scenes. With the latest iteration<br />
of STK, you can export a scenario from STK<br />
and visualize it with Cesium.<br />
Display 3D models on the web<br />
The Cesium team worked with Khronos<br />
to develop glTF, a transmission format for<br />
displaying 3D models on the web. Use the<br />
open-source COLLADA2GLTF converter<br />
to convert your COLLADA models. Try the<br />
model converter on our website.<br />
Stream complex 3D content<br />
Now in its final stages of development,<br />
3D Tiles allows you to stream massive<br />
heterogeneous 3D geospatial datasets,<br />
including buildings, trees, and other 3D<br />
models, point clouds and vector data. Many<br />
users have adopted 3D Tiles even in its<br />
earliest stages.<br />
THE NEW WEB STANDARD<br />
Bentley’s ContextCapture produces high resolution 3D models in Cesium<br />
from simple photographs.<br />
4D Choropleth creates geospatial visualizations of complex information<br />
changing over time.<br />
Need help acquiring and processing 3D data for these<br />
formats? Check out cesium.com. You’ll get free access<br />
to data in open formats and the option to subscribe to<br />
curated datasets, annotation and analysis tools, a map<br />
composer application, and a REST API for developers<br />
to process, host, and analyze 3D datasets as part of<br />
larger custom applications. As always, let us know what<br />
you think!<br />
We are committed to open-source solutions<br />
From the beginning, Cesium has supported open<br />
formats and open standards, to provide interoperability<br />
and a full ecosystem of tools. We chose open-source<br />
intentionally to make 3D visualization accessible to as<br />
many industries as possible.<br />
Radio Garden displays radio stations from around the world available<br />
for streaming.<br />
Realistic shadows rendered in real-time based on 3D models and terrain.<br />
For more information and updates check out cesiumjs.org.<br />
Flightradar24 tracks thousands of aircraft flights worldwide in real-time.<br />
12<br />
INVIEW<br />
FALL 2017 13
INNOVATIONS<br />
INTERNATIONAL SPOTLIGHT<br />
Continuous<br />
Improvement<br />
Enterprise<br />
Shashank Narayan<br />
VP Development<br />
Customer<br />
Support on a<br />
Global Scale<br />
Sylvain Dupont<br />
Development Innovator<br />
Solutions<br />
Melissa Honaker<br />
International Marketing<br />
At AGI, we understand that innovation<br />
is essential to our success and that of<br />
our customers. In fact, our high level of<br />
investment in research and development<br />
(R&D) is unmatched in the industry. AGI<br />
allocates a large fraction of its revenue on<br />
R&D - about 24 percent.<br />
R&D Spending<br />
As a percentage of revenue<br />
25%<br />
20%<br />
24%<br />
R&D Spending<br />
As a percentage of revenue<br />
For the last 16 years, AGI has been<br />
represented by a network of International<br />
Business Partners. We currently boast 14<br />
partners in 50 countries. Our partners<br />
strive to provide the best support to our<br />
international customers. They employ<br />
STK Master Certified engineers within<br />
the same time zones and speak the same<br />
languages as the customers that they<br />
support. In 2006, we invested in a more<br />
hands-on approach to our international<br />
support by opening an office in the UK.<br />
Partners gathered at AGI’s first International Users Conference in Singapore<br />
Three years later, we opened a second<br />
office in Singapore. We now have seven<br />
dedicated engineers in Europe and Asia<br />
who support local partners and customers<br />
directly in addition to our team of support<br />
engineers at AGI headquarters. Karynna<br />
Tuan recently joined us as the newest<br />
international engineer based in Singapore.<br />
Welcome, Karynna!<br />
As part of our commitment to our<br />
international customers and partners, we<br />
have regular virtual training and webinars<br />
every 2-3 weeks during a time convenient<br />
for Europe and Asia. STK training topics<br />
range from beginner to advanced levels and<br />
informational webinars include “What’s New”<br />
in the latest version and technical deep dives.<br />
Find the schedule at agi.com/training.<br />
15%<br />
10%<br />
5%<br />
0%<br />
3.5%<br />
Toyota<br />
6.4%<br />
Samsung<br />
13.2% 13.4%<br />
Google<br />
Microsoft<br />
AGI<br />
By reinvesting a high percentage of<br />
our revenue back into research, we’re<br />
able to stay on the leading edge, craft<br />
breakthroughs, and promote a culture of<br />
innovation and technological excellence.<br />
Our engineers spend time investigating<br />
new ideas, learning about advances in the<br />
various fields touched by AGI products,<br />
and applying their ideas to improve on<br />
new or existing products. We allow our<br />
engineers and developers one day a week<br />
to pursue passion projects and prototype<br />
their ideas alone, or as a team. Such<br />
openness has sowed exciting advances,<br />
including improvements to Aviator and<br />
volumetric computations in STK, 3D<br />
on the web with Cesium, and parallel<br />
computing in STK and ComSpOC. And so<br />
much more on the horizon!<br />
25%<br />
20%<br />
15%<br />
10%<br />
5%<br />
3.5%<br />
6.4%<br />
13.2% 13.4%<br />
0%<br />
The technology landscape has evolved rapidly in the last two decades, shifting from<br />
conventional desktop applications to enterprise-scale apps that support a variety of clients<br />
including web and mobile. At AGI, we strive to stay ahead of the curve. Our enterprise<br />
application platform serves as the foundation for a variety of our solutions and products.<br />
Toyota<br />
Samsung<br />
Google<br />
Microsoft<br />
Our Enterprise Application Platform offers:<br />
• Multi-tenant, multi-platform architecture<br />
• Browser-based interface; no install<br />
required<br />
• Access through disparate data<br />
access points<br />
• Security, with identification,<br />
authentication, authorization built<br />
into the foundation<br />
• Seamless experience with zero<br />
downtime, thanks to server load<br />
balancers and redundant components<br />
• 40% Powerful performance, via scalable<br />
architecture and implementation<br />
24%<br />
AGI<br />
• User interface framework built on<br />
Cesium, the open-source JavaScript<br />
library for world-class 3D globes<br />
and maps<br />
AGI is using this enterprise application<br />
platform to develop the next generation of<br />
applications and solutions that include UAV<br />
Traffic Management, Air Operations, and<br />
Space Situational Awareness.<br />
Akatsuki, a Customer<br />
Success Story<br />
Chikako Hirose<br />
JAXA/ISAS<br />
AKATSUKI, or “dawn” in Japanese,<br />
is a Japanese Venus Climate Orbiter.<br />
The orbiter is intended to uncover the<br />
mysteries of the planet Venus, and it has<br />
continued to work well and send down<br />
a large amount of thrilling and valuable<br />
data. Venus is an important planet for<br />
exploration. It is considered Earth’s twin<br />
planet, because they are similar in size,<br />
mass and composition. However, the<br />
environment is very different. The sky<br />
on Venus is covered with sulfate clouds.<br />
The planet is furiously windy, blowing<br />
gusts up to 100 meters per second. That’s<br />
faster than the most powerful tornado on<br />
Earth. We seek to better understand the<br />
meteorological conditions and atmosphere<br />
on Venus. But when we first attempted<br />
orbit insertion of Akatsuki in December<br />
2010, it was unsuccessful, due to the main<br />
engine failure. The spacecraft made a flyby<br />
of Venus to orbit around the Sun. We had<br />
to recalculate the mission trajectory to put<br />
the spacecraft back into the Venus orbit.<br />
The recovery mission trajectory design<br />
was full of challenges, though. There are<br />
a lot of hardware and software constraints<br />
to satisfy the planetary mission, including<br />
periapsis and apoapsis altitude, orbiting<br />
direction, and duration of solar eclipse.<br />
Despite these constraints, AGI’s STK/<br />
Astrogator and Analysis Workbench<br />
helped by employing a trial-and-error<br />
process to find adequate guidance<br />
maneuver planning at Venus. In<br />
addition, the trajectory design<br />
method which Akatsuki Project had<br />
adopted for could be applied to STK<br />
without any limitations in functions,<br />
by building many custom geometric<br />
models (vectors, frames, angles, etc).<br />
Thanks to the great effort made by<br />
the team, Akatsuki was successfully<br />
transferred into the Venus orbit on<br />
December 7, 2015. The spacecraft<br />
sends us a number of thrilling and<br />
valuable data from our twin planet,<br />
Venus, every day.<br />
14<br />
INVIEW<br />
20% 20%<br />
15%<br />
FALL 2017<br />
15<br />
5%
Unmanned<br />
Systems Meet<br />
Safety Of Flight<br />
Software services bringing flight safety to unmanned operators and mission planners.<br />
UTM.AGI.COM
18<br />
UNDER THE HOOD<br />
Engineering<br />
At AGI, we’ve always believed that when you buy our products you<br />
get a piece of the AGI organization, too. We know that solving hard<br />
problems is hard, regardless of how well we design and build our<br />
products. We have an obligation to ensure that you are equipped<br />
with all of the knowledge and tools you need to be successful.<br />
“Customer success” is an AGI core value, and it isn’t just fodder<br />
for the corporate handbook. We believe it, we commit to it, and<br />
we hire individuals who embody it. A big part of the responsibility<br />
for ensuring customer success with our software products falls on<br />
AGI’s Engineering Team. We have learned some important lessons<br />
that have helped our customers be successful and we thought we<br />
would share a few of those with you.<br />
40%<br />
0-5<br />
years<br />
20% 20%<br />
5-10<br />
years<br />
It Starts with the People<br />
10-15<br />
years<br />
oyota<br />
amsung<br />
15%<br />
15-20<br />
years<br />
oogle<br />
Distribution of experience within AGI’s Engineering Department<br />
5%<br />
icrosoft<br />
20+<br />
years<br />
Hopefully, this is no secret at all. We employ engineers who love<br />
what they do. We could fill much of this article with the list of class<br />
ranks, GPAs, fellowship awards, and other technical honors our<br />
engineers accumulated throughout their academic and professional<br />
careers. However, none of them got their jobs because of those<br />
qualifications. We hire engineers with a demonstrated passion<br />
for making a difference in the aerospace industry, who treat their<br />
customers and teammates like family, and who bring a unique part<br />
of themselves to the team. It also creates a fun work culture. A<br />
fortunate result of hiring people who love what they do is that they<br />
do it for a long time. Among our engineers, our average tenure is<br />
more than eight years with a distribution that ranges from less than<br />
a year to more than twenty years. Your benefit is the accumulated<br />
corporate knowledge that comes with experience.<br />
‘‘I love AGI Tech Support!“<br />
INVIEW<br />
GI<br />
Being an Engineering Manager means being willing to take an occasional<br />
pie in the face<br />
Make it Fun<br />
We all became engineers because we enjoy solving challenging<br />
problems. Imagine working on the most challenging problems<br />
facing our industry alongside the best and brightest technical minds<br />
within our customer organizations. That’s what it’s like to be an AGI<br />
engineer, and it’s fun. In the last twelve months alone, we worked with<br />
more than 1,200 organizations in 50 countries. The combination of<br />
work diversity and technical challenge creates a very interesting and<br />
motivating environment. Even at AGI, work can sometimes feel like<br />
work, so we try to keep the mood light and the energy level high.<br />
We rely on cutting-edge management techniques like pie-in-the-face<br />
team challenges and go-kart racing rewards to maintain focus on our<br />
performance objectives. And, of course, there are the spontaneous<br />
Nerf gun battles when we need to shake out the cobwebs. It’s amazing<br />
how pegging your cube-mate with a sponge dart can re-energize you<br />
to dig into the problem that has been plaguing you all morning!<br />
Training<br />
Kevin Flood<br />
VP Engineering<br />
FAQ & resources<br />
156,233<br />
Understand the Big Picture<br />
As the internal users of our own products, we rely on the same<br />
resources as you to help us get our jobs done. That’s why we keep<br />
the responsibility for technical product support, training, technical<br />
documentation, licensing, and technical web content all under one<br />
departmental roof.<br />
Blogs Blogs<br />
35,409 35,409<br />
Help<br />
225,150 system<br />
408,207<br />
Last Year, Our Customers<br />
• Asked our Engineers more than 10,000<br />
questions<br />
• Attended training in record numbers<br />
(over 2500 total)<br />
• Recommended dozens of product<br />
enhancements<br />
As a result, we are consistently getting<br />
more customer participation on all fronts.<br />
‘‘<br />
Day in<br />
Karynna Tuan<br />
the Life<br />
Aerospace<br />
Engineer<br />
A day in<br />
the life of<br />
a product support systems engineer at<br />
AGI. Where do I even begin? As a recent<br />
Aerospace Engineering graduate from the<br />
University of Colorado, I knew AGI would<br />
be a perfect place to apply my hard-earned<br />
college knowledge to help customers all<br />
across the aerospace industry. Because<br />
of STK’s vast capabilities and application,<br />
companies and individual users are using our<br />
software for all kinds of programs. STK has<br />
the ability to model, simulate, and analyze<br />
many areas of interest like space systems,<br />
missile defense, communications and radar,<br />
and much more! With our support team being<br />
the first line of defense for STK assistance, I’ve<br />
learned an enormous amount in the relatively<br />
short time I’ve been here just by working<br />
through problems with our end-users. Have<br />
you ever called into our support line? Or<br />
emailed us at support@agi.com?<br />
With current maintenance, you get direct<br />
assistance from any one of our qualified<br />
engineers! No need to go through any<br />
What Does It<br />
Mean To Be<br />
Part of the<br />
Engineering<br />
Team?<br />
If you read Kevin’s article about what he<br />
thinks his engineering team is doing, here<br />
is what we are really doing: EVERYTHING.<br />
Since the beginning of the year, we have<br />
experienced an increase of more than 25%<br />
in the number of STK trainees, number of<br />
stk.com account holders, and web hits to<br />
our technical resources.<br />
Join the Fun<br />
The best way to improve our ability to help,<br />
is for you to reach out to us. Call us, email us,<br />
check out our on-line resources.<br />
automated messages or repeat yourself<br />
multiple times, we’re right here to answer all<br />
of your questions. Having used STK through<br />
my curriculum at school, I was familiar with<br />
the product and a few of its capabilities, but<br />
upon starting on the Product Support team,<br />
I was astonished by how our customers<br />
were able to apply the power of STK to<br />
accomplish their goals. Through my role here,<br />
I help our users every day, whether it be a<br />
quick question and answer or a complicated<br />
scenario setup and analysis. By working with<br />
others, I’m able to get a better understanding<br />
of what they are using STK for and how<br />
they are integrating it into their projects. It’s<br />
extremely beneficial for AGI to understand<br />
how our customers use STK, as we value any<br />
and all input so we can to tailor our software<br />
to better suit their needs. As a support<br />
engineer, I have immediate communication<br />
with our users so any bugs found and<br />
features requested are taken into account<br />
and directly passed on to our development<br />
team for future implementation.<br />
Although we still refer to ourselves as product<br />
support engineers, we recently changed our<br />
official title to the Corporate Engineering<br />
Team. I think this greatly addresses what<br />
Well, almost, but that’s not necessarily<br />
a bad thing. Sure, we provide technical<br />
assistance to customers and our own sales<br />
engineers but there is so much more that<br />
we cover.<br />
Because of our detailed knowledge of AGI’s<br />
products, we get pulled in whenever there<br />
is a need for additional manpower. This<br />
WHAT IT MEANS<br />
We don’t have all the answers, but the more<br />
you ask, the better we’ll get at supporting<br />
you. Find out why customers say,<br />
“I love AGI Tech Support!”<br />
The STK support system worked perfectly!”<br />
Jens Ramrath<br />
Aerospace<br />
Engineer<br />
“It’s the best 3rd party software support<br />
I’ve ever worked with!”<br />
“The STK support system worked perfectly!”<br />
we do as a whole. The majority of my work<br />
is product support, but I’m also involved<br />
in pre-sales communications and training<br />
our users. This is truly what I love about<br />
this job. I’m able to see our products go<br />
through the entire process of introduction,<br />
comprehension, and application. As the<br />
technical help for the pre-sales team, I speak<br />
with potential customers about their project<br />
to see how STK would be a good fit for what<br />
they need to achieve.<br />
We offer training courses, both online and<br />
on-site in certain areas, which allows our<br />
customers to get hands-on instruction on<br />
using the software. Being involved in training<br />
gives me the opportunity to travel, which is<br />
another fantastic aspect of my job. I even<br />
got to go back to Colorado for a week long<br />
training and see my friends and family!<br />
As a member of the Corporate Engineering<br />
Team, my range of responsibilities and my<br />
day-to-day work keeps me on my toes. I’m<br />
always ready to take on any task, tackle any<br />
challenging obstacles, and learn and grow<br />
each and every day. A day in the life of a<br />
product support systems engineer?<br />
One word ... indescribable.<br />
ranges from product testing, setting up and<br />
staffing tradeshows, custom application<br />
development and ComSpOC support to<br />
mopping the floors and bringing coffee<br />
to our managers. I am kidding about the<br />
last two but you get the idea. If there is a<br />
project at AGI, chances are that someone<br />
from the engineering team was involved in<br />
some way.<br />
FALL 2017<br />
19
220 Valley Creek Blvd. • Exton, PA 19341-2380<br />
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We offer dozens of courses, both virtually and in-person, that<br />
range from beginner all the way up to expert level that are<br />
problem and feature specific. To find out more about our<br />
training and industry-recognized certification, go to:<br />
agi.com/training