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Subject: what you need to know before deploying AI in oil & gas
From: Collide <hello@collide.io>
To: alvarochf@traceseis.com
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Collide , Upcoming Community Call

Collide ( https://collide.io/?utm_campaign=3Dcommunity+call+%E2%80%94+how+t=
o+make+your+oil+and+gas+enterprise+data+AI+agent-ready+%E2%80%94+reminder&u=
tm_content=3Dcommunity+call+%E2%80%94+how+to+make+your+oil+and+gas+enterpri=
se+data+AI+agent-ready+%E2%80%94+reminder&utm_medium=3Demail_action&utm_sou=
rce=3Dcustomer.io )

// upcoming community call

******************************************************
what you need to know before deploying AI in oil & gas
******************************************************

Community Call AI Agent-Ready Enterprise Data ( https://luma.com/57poq36j?u=
tm_campaign=3Dcommunity+call+%E2%80%94+how+to+make+your+oil+and+gas+enterpr=
ise+data+AI+agent-ready+%E2%80%94+reminder&utm_content=3Dcommunity+call+%E2=
%80%94+how+to+make+your+oil+and+gas+enterprise+data+AI+agent-ready+%E2%80%9=
4+reminder&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

hey Alvaro, a reminder that our upcoming community call with john kalfayan =
and bobby neelon is this thursday, april 30 at 10 am ct.

here's what we'll cover: most AI deployments in oil and gas get stuck at th=
e data layer. not the model, not the interface, the underlying data. scanne=
d well files, duplicated records, documents with no consistent naming conve=
ntion, terabytes of stuff that's been accumulating for 20 years. AI agents =
can't work with any of it as-is.

the call will walk through specific steps for document classification and d=
uplicate detection, what an extraction pipeline looks like in practice, and=
 how to validate your data before you hand it to an agent. if you're planni=
ng any AI deployment in the next 12 months, this is the conversation to cat=
ch.

guests
John Kalfayan, FDE , Collide
Bobby Neelon, Principal Consultant , Drill Down Analytics

topic
making oil and gas enterprise data AI agent-ready

where
live on Zoom

secure your spot ( https://luma.com/57poq36j?utm_campaign=3Dcommunity+call+=
%E2%80%94+how+to+make+your+oil+and+gas+enterprise+data+AI+agent-ready+%E2%8=
0%94+reminder&utm_content=3Dcommunity+call+%E2%80%94+how+to+make+your+oil+a=
nd+gas+enterprise+data+AI+agent-ready+%E2%80%94+reminder&utm_medium=3Demail=
_action&utm_source=3Dcustomer.io )

registration is subject to host approval. register on luma to secure your s=
pot.

Collide ( https://collide.io/?utm_campaign=3Dcommunity+call+%E2%80%94+how+t=
o+make+your+oil+and+gas+enterprise+data+AI+agent-ready+%E2%80%94+reminder&u=
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rce=3Dcustomer.io )
=C2=B7
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=C2=A9 2026 Collide. All rights reserved.
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eploying AI in oil &amp; gas </h1>

                  <!-- Thumbnail -->
                  <a target=3D"_blank" href=3D"http://email.collide.io/e/c/=
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                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 20px 0;">hey Alvaro, a reminder that our upcoming community call wi=
th john kalfayan and bobby neelon is this thursday, april 30 at 10 am ct.</=
p>

                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 20px 0;">here's what we'll cover: most AI deployments in oil and ga=
s get stuck at the data layer. not the model, not the interface, the underl=
ying data. scanned well files, duplicated records, documents with no consis=
tent naming convention, terabytes of stuff that's been accumulating for 20 =
years. AI agents can't work with any of it as-is.</p>

                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 24px 0;">the call will walk through specific steps for document cla=
ssification and duplicate detection, what an extraction pipeline looks like=
 in practice, and how to validate your data before you hand it to an agent.=
 if you're planning any AI deployment in the next 12 months, this is the co=
nversation to catch.</p>

                  <!-- Meta grid -->
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 style=3D"margin-bottom:28px;">
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ont-size:10px;letter-spacing:.1em;color:#999;text-transform:uppercase;paddi=
ng:8px 12px 8px 0;width:38%;vertical-align:top;">guests</td>
                      <td style=3D"font-size:13px;color:#333;font-weight:50=
0;padding:8px 0;vertical-align:top;">John Kalfayan, FDE , Collide<br/>Bobby=
 Neelon, Principal Consultant , Drill Down Analytics</td>
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                    <tr>
                      <td style=3D"font-family:'JetBrains Mono',monospace;f=
ont-size:10px;letter-spacing:.1em;color:#999;text-transform:uppercase;paddi=
ng:8px 12px 8px 0;width:38%;vertical-align:top;">topic</td>
                      <td style=3D"font-size:13px;color:#333;font-weight:50=
0;padding:8px 0;vertical-align:top;">making oil and gas enterprise data AI =
agent-ready</td>
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ont-size:10px;letter-spacing:.1em;color:#999;text-transform:uppercase;paddi=
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                      <td style=3D"font-size:13px;color:#333;font-weight:50=
0;padding:8px 0;vertical-align:top;">live on Zoom </td>
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                  <a href=3D"http://email.collide.io/e/c/eyJlbWFpbF9pZCI6Im=
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tion:none;padding:13px 28px;border-radius:3px;">secure your spot</a>

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gistration is subject to host approval. register on luma to secure your spo=
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