Envelope-to: alvarochf@traceseis.com
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Date: Mon, 20 Apr 2026 19:00:30 +0000
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Subject: your AI agents are failing because of your data
From: Collide <hello@collide.io>
To: alvarochf@traceseis.com
Message-Id: <20260420190030.167ca4605a21f017@cio103922.collide.io>

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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+announceme=
nt&utm_content=3Dcommunity+call+%E2%80%94+How+To+Make+Your+Oil+and+Gas+Ente=
rprise+Data+AI+Agent-Ready+%E2%80%94+announcement&utm_medium=3Demail_action=
&utm_source=3Dcustomer.io )

// upcoming community call

***********************************************************
how to make your oil and gas enterprise data ai agent-ready
***********************************************************

Community Call AI Agent-Ready Data

hey Alvaro , everyone in oil and gas is talking about AI agents. but before=
 any agent can answer a question or surface an insight, it needs clean, str=
uctured data to work with. most enterprise data in oil and gas isn't that.

decades of legacy documents, inconsistent file structures, scanned files, a=
nd terabytes of unorganized data on shared drives are the real reason AI ag=
ents fail in production. john kalfayan (FDE, Collide) and bobby neelon (pri=
ncipal consultant, Drill Down Analytics) are going to break down exactly wh=
at it takes to fix that , from document classification to extraction pipeli=
nes to duplicate detection. this is the conversation that needs to happen b=
efore your next AI deployment.

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

topic
making enterprise data AI agent-ready

date
thursday, april 30 at 10:00 am CT

where
live on Zoom

secure your spot ( https://app.collide.io/posts/upcoming-community-call-how=
-to-make-your-oil-and-gas-enterprise-data-ai-agent-ready?utm_campaign=3Dcom=
munity+call+%E2%80%94+How+To+Make+Your+Oil+and+Gas+Enterprise+Data+AI+Agent=
-Ready+%E2%80%94+announcement&utm_content=3Dcommunity+call+%E2%80%94+How+To=
+Make+Your+Oil+and+Gas+Enterprise+Data+AI+Agent-Ready+%E2%80%94+announcemen=
t&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

drop a comment on the post to get notified when we go live.

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+announceme=
nt&utm_content=3Dcommunity+call+%E2%80%94+How+To+Make+Your+Oil+and+Gas+Ente=
rprise+Data+AI+Agent-Ready+%E2%80%94+announcement&utm_medium=3Demail_action=
&utm_source=3Dcustomer.io )
=C2=B7
unsubscribe ( https://track.customer.io/unsubscribe/dgS51wkDAIb7AoX7AgGdrEO=
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=C2=B7
Privacy Policy ( https://collide.io/privacy?utm_campaign=3Dcommunity+call+%=
E2%80%94+How+To+Make+Your+Oil+and+Gas+Enterprise+Data+AI+Agent-Ready+%E2%80=
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l+and+Gas+Enterprise+Data+AI+Agent-Ready+%E2%80%94+announcement&utm_medium=
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=C2=A9 2026 Collide. All rights reserved.
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                  <div style=3D"font-family:'JetBrains Mono',monospace;font=
-size:10px;letter-spacing:.12em;color:#d69414;text-transform:uppercase;marg=
in-bottom:16px;">// upcoming community call</div>

                  <h1 style=3D"font-family:'Space Grotesk',sans-serif;font-=
size:26px;font-weight:700;color:#111;letter-spacing:-.02em;line-height:1.2;=
margin:0 0 20px 0;text-transform:uppercase;">how to make your oil and gas e=
nterprise data ai agent-ready</h1>

                  <!-- Thumbnail -->
                  <img width=3D"528" alt=3D"Community Call  AI Agent-Ready =
Data" src=3D"https://res.cloudinary.com/collide/image/upload/v1776698221/co=
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28px;display:block;border-radius:3px;margin-bottom:24px;"/>

                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 20px 0;">hey Alvaro , everyone in oil and gas is talking about AI a=
gents. but before any agent can answer a question or surface an insight, it=
 needs clean, structured data to work with. most enterprise data in oil and=
 gas isn't that.</p>

                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 24px 0;">decades of legacy documents, inconsistent file structures,=
 scanned files, and terabytes of unorganized data on shared drives are the =
real reason AI agents fail in production. john kalfayan (FDE, Collide) and =
bobby neelon (principal consultant, Drill Down Analytics) are going to brea=
k down exactly what it takes to fix that , from document classification to =
extraction pipelines to duplicate detection. this is the conversation that =
needs to happen before your next AI deployment.</p>

                  <!-- Meta grid -->
                  <table cellpadding=3D"0" cellspacing=3D"0" width=3D"100%"=
 style=3D"margin-bottom:28px;">
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                      <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;">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>
                    </tr>
                    <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 enterprise data AI agent-ready<=
/td>
                    </tr>
                    <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;">date</td>
                      <td style=3D"font-size:13px;color:#333;font-weight:50=
0;padding:8px 0;vertical-align:top;">thursday, april 30 at 10:00 am CT</td>
                    </tr>
                    <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;">where</td>
                      <td style=3D"font-size:13px;color:#333;font-weight:50=
0;padding:8px 0;vertical-align:top;">live on Zoom</td>
                    </tr>
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r-spacing:.06em;text-transform:uppercase;text-decoration:none;padding:13px =
28px;border-radius:3px;">secure your spot</a>

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