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Subject: why your AI pilot didn't deliver (and what to do about it)
From: Collide <hello@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+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

*****************************************************************
one week out , the data problem behind every failed AI deployment
*****************************************************************

Community Call AI Agent-Ready Data ( https://app.collide.io/posts/upcoming-=
community-call-how-to-make-your-oil-and-gas-enterprise-data-ai-agent-ready?=
utm_campaign=3Dcommunity+call+%E2%80%94+How+To+Make+Your+Oil+and+Gas+Enterp=
rise+Data+AI+Agent-Ready+%E2%80%94+reminder&utm_content=3Dcommunity+call+%E=
2%80%94+How+To+Make+Your+Oil+and+Gas+Enterprise+Data+AI+Agent-Ready+%E2%80%=
94+reminder&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

hey Alvaro , one week from thursday, john kalfayan and bobby neelon are goi=
ng live to cover something most AI conversations in oil and gas skip entire=
ly: the data layer.

here's what they'll get into: why unstructured data is the primary reason A=
I agents fail in production, how document classification creates the founda=
tion every data pipeline depends on, and what a real extraction and validat=
ion pipeline looks like for an E&P organization. they'll also walk through =
a practical roadmap you can start on this week.

if you've sat through an AI pilot that didn't deliver, this call will tell =
you exactly why.

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

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=
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e+Your+Oil+and+Gas+Enterprise+Data+AI+Agent-Ready+%E2%80%94+reminder&utm_me=
dium=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+reminder&u=
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=C2=A9 2026 Collide. All rights reserved.
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m behind every failed AI deployment</h1>

                  <!-- Thumbnail -->
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                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 20px 0;">hey Alvaro , one week from thursday, john kalfayan and bob=
by neelon are going live to cover something most AI conversations in oil an=
d gas skip entirely: the data layer.</p>

                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 20px 0;">here's what they'll get into: why unstructured data is the=
 primary reason AI agents fail in production, how document classification c=
reates the foundation every data pipeline depends on, and what a real extra=
ction and validation pipeline looks like for an E&amp;P organization. they'=
ll also walk through a practical roadmap you can start on this week.</p>

                  <p style=3D"font-size:14px;color:#666;line-height:1.6;mar=
gin:0 0 24px 0;">if you've sat through an AI pilot that didn't deliver, thi=
s call will tell you exactly why.</p>

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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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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;">thursday, april 30 at 10:00 am CT</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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-radius:3px;">secure your spot</a>

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