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new videos from bde, energytech startups, and energy 101. =C2=A0

Collide =E2=80=94 this week's content

Collide

// this week on collide

*************
fresh content
just dropped
*************

hey Alvaro =E2=80=94 here's everything we put out this week. the latest sho=
ws are below, plus the newest resource links worth opening before the weeke=
nd.

// video

ep 83 paul brown from bde data ( https://www.youtube.com/watch?v=3DpdTC0ckG=
xL4&vl=3Dml&utm_campaign=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_cont=
ent=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=3Demail_action&utm=
_source=3Dcustomer.io )

podcast

-------------------------------
ep 83: paul brown from bde data
-------------------------------

john and bobby sit down with paul brown from bde data for a fresh conversat=
ion on energy data, field reality, and what operators should actually be pa=
ying attention to right now.

watch now ( https://www.youtube.com/watch?v=3DpdTC0ckGxL4&vl=3Dml&utm_campa=
ign=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+c=
ontent+%E2%80%94+4.11.26&utm_medium=3Demail_action&utm_source=3Dcustomer.io=
 )

power hour the hidden value in loe optimizing the long tail of production (=
 https://app.collide.io/content/Sjp5sEX?utm_campaign=3Dthis+week%27s+conten=
t+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&u=
tm_medium=3Demail_action&utm_source=3Dcustomer.io )

power hour

---------------------------------------------------------------------------=
--------
power hour | ai for oil & gas supply chain: how upstream operators cut loe =
by 5-10%
---------------------------------------------------------------------------=
--------

keith clay breaks down where supply chain discipline still creates hidden v=
alue in mature production, why loe is usually more recoverable than teams t=
hink, and how operators can tighten the long tail without losing the plot.

watch now ( https://app.collide.io/content/Sjp5sEX?utm_campaign=3Dthis+week=
%27s+content+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%9=
4+4.11.26&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

energy 101 the country with the most energy in the world can't keep up with=
 its own grid ( https://app.collide.io/content/adKacq4?utm_campaign=3Dthis+=
week%27s+content+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%=
80%94+4.11.26&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

podcast

---------------------------------------------------------------------------=
---------------
energy 101 | the country with the most energy in the world can't keep up wi=
th its own grid
---------------------------------------------------------------------------=
---------------

this week=E2=80=99s energy 101 goes straight at the grid paradox: the world=
=E2=80=99s biggest energy producer still struggles to move enough power whe=
re it needs to go, when it needs to go there.

watch now ( https://app.collide.io/content/adKacq4?utm_campaign=3Dthis+week=
%27s+content+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%9=
4+4.11.26&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

ai after dark gustavo herrera from knowme global ( https://app.collide.io/c=
ontent/cS8mvnC?utm_campaign=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_c=
ontent=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=3Demail_action&=
utm_source=3Dcustomer.io )

podcast

--------------------------------------------------
ai after dark | gustavo herrera from knowme global
--------------------------------------------------

alex gras talks with gustavo herrera about why recruiting still feels broke=
n, what better hiring intelligence could look like, and where practical ai =
can actually improve the process.

watch now ( https://app.collide.io/content/cS8mvnC?utm_campaign=3Dthis+week=
%27s+content+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%9=
4+4.11.26&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

// latest resources

article

---------------------------------------------------------
ai software oil and gas: transforming upstream operations
---------------------------------------------------------

a practical look at how operators are using ai to automate filings, speed u=
p field decisions, validate invoices, and improve production reconciliation=
 in upstream workflows.

read the article ( https://collide.io/resources/ai-software-oil-and-gas-ups=
tream-operations?utm_campaign=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm=
_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=3Demail_actio=
n&utm_source=3Dcustomer.io )

article

-------------------------------------------------------------
ai workflow automation in oil and gas: real roi, real results
-------------------------------------------------------------

see how workflow automation cuts manual data entry, compresses long review =
cycles, and creates measurable returns in real oil and gas operating enviro=
nments.

open resource ( https://collide.io/resources/ai-workflow-automation-in-oil-=
and-gas-real-roi-real-results?utm_campaign=3Dthis+week%27s+content+%E2%80%9=
4+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=
=3Demail_action&utm_source=3Dcustomer.io )

article

---------------------------------------------
what is agentic orchestration in oil and gas?
---------------------------------------------

a quick breakdown of how layered ai agents can connect brittle legacy syste=
ms, automate multi-step work, and reduce the swivel-chair burden inside ope=
rating teams.

open resource ( https://collide.io/resources/what-is-agentic-orchestration-=
in-oil-and-gas?utm_campaign=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_c=
ontent=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=3Demail_action&=
utm_source=3Dcustomer.io )

article

----------------------------------------------------------------
building enterprise ai for oil and gas: the technical foundation
----------------------------------------------------------------

a grounded look at what enterprise-grade ai actually requires in oil and ga=
s, from system architecture and security to the difference between a demo a=
nd a deployable product.

open resource ( https://collide.io/resources/building-enterprise-ai-for-oil=
-and-gas-the-technical-foundation?utm_campaign=3Dthis+week%27s+content+%E2%=
80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_med=
ium=3Demail_action&utm_source=3Dcustomer.io )

article

----------------------------------------------------
rag for oil and gas: how to prepare your data for ai
----------------------------------------------------

this one focuses on the data-readiness side of ai adoption: structure, retr=
ieval, and the prep work required before any model can return useful answer=
s to operators.

open resource ( https://collide.io/resources/rag-for-oil-and-gas-how-to-pre=
pare-your-data-for-ai?utm_campaign=3Dthis+week%27s+content+%E2%80%94+4.11.2=
6&utm_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=3Demail_=
action&utm_source=3Dcustomer.io )

article

-----------------------------------------------
why vertical ai beats generic ai in oil and gas
-----------------------------------------------

a concise case for domain-tuned systems over generic models, especially whe=
n the work depends on messy field data, industry context, and decisions tha=
t cannot afford hand-wavy output.

open resource ( https://collide.io/resources/why-vertical-ai-beats-generic-=
ai-in-oil-and-gas?utm_campaign=3Dthis+week%27s+content+%E2%80%94+4.11.26&ut=
m_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&utm_medium=3Demail_acti=
on&utm_source=3Dcustomer.io )

// that's a wrap

more coming next week. if something resonated, send it to somebody on your =
team who should probably already be following collide.

explore collide ( https://app.collide.io?utm_campaign=3Dthis+week%27s+conte=
nt+%E2%80%94+4.11.26&utm_content=3Dthis+week%27s+content+%E2%80%94+4.11.26&=
utm_medium=3Demail_action&utm_source=3Dcustomer.io )

you're receiving this because you're a member of collide. questions? reply =
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hey Alvaro =E2=80=94 here's everything we put out this week. the latest sho=
ws are below, plus the newest resource links worth opening before the weeke=
nd.</p>
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pacing: .1em; text-transform: uppercase; padding: 4px 10px; border-radius: =
2px; line-height: 1.4; display: inline-block; color: #5b3fa6; background: #=
f0ebff; border: 1px solid #c4b5fd;">podcast</span>
      </div>
      <h2 style=3D"box-sizing: border-box; margin: 0; padding: 0; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 16px; font-weight: 700; color: #=
111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">ep 83: paul brown from bde data</h2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">john and bobby sit down with paul brown from bde data for a fresh con=
versation on energy data, field reality, and what operators should actually=
 be paying attention to right now.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
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DAyNnV0bV9jb250ZW50PXRoaXMrd2VlayUyN3MrY29udGVudCslRTIlODAlOTQrNC4xMS4yNlx1=
MDAyNnV0bV9tZWRpdW09ZW1haWxfYWN0aW9uXHUwMDI2dXRtX3NvdXJjZT1jdXN0b21lci5pbyI=
sImludGVybmFsIjoiYjlkNzA5MDFkNTkwMDE4NmZiMDIiLCJsaW5rX2lkIjoyMjkwM30/7ffc7a=
02c2f4f61952848de1eb9f9d961cace834933f88926fd22c6f0e7918f0" class=3D"btn" s=
tyle=3D"box-sizing: border-box; margin: 0; display: inline-block; backgroun=
d: #d69414; font-family: 'Space Grotesk',sans-serif; font-size: 12px; font-=
weight: 600; letter-spacing: .06em; text-transform: uppercase; text-decorat=
ion: none; padding: 11px 24px; border-radius: 3px; color: #ffffff !importan=
t;">watch now</a>
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adding: 0; background: #ffffff; border: 1px solid #e0ddd6; border-radius: 4=
px; overflow: hidden; margin-bottom: 16px; box-shadow: 0 1px 4px rgba(0,0,0=
,.05);">
    <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9pZC=
I6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR0c=
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      <img alt=3D"power hour the hidden value in loe optimizing the long ta=
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;" height=3D"auto"/>
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in: 0; padding: 24px 28px; position: relative;">
      <div class=3D"meta-inline" style=3D"box-sizing: border-box; margin: 0=
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        <span class=3D"tag tag-power-hour" style=3D"box-sizing: border-box;=
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r-spacing: .1em; text-transform: uppercase; padding: 4px 10px; border-radiu=
s: 2px; line-height: 1.4; display: inline-block; color: #a6501d; background=
: #fff4e8; border: 1px solid #fcd3a1;">power hour</span>
      </div>
      <h2 style=3D"box-sizing: border-box; margin: 0; padding: 0; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 16px; font-weight: 700; color: #=
111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">power hour | ai for oil &amp; gas supply chain: how ups=
tream operators cut loe by 5-10%</h2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">keith clay breaks down where supply chain discipline still creates hi=
dden value in mature production, why loe is usually more recoverable than t=
eams think, and how operators can tighten the long tail without losing the =
plot.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
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kNTkwMDE4NmZiMDIiLCJsaW5rX2lkIjoyMjY1NH0/af3951706667f2f4c213e31de4f97285ab=
22f8431c077896409eebb70aff73d7" class=3D"btn" style=3D"box-sizing: border-b=
ox; margin: 0; display: inline-block; background: #d69414; font-family: 'Sp=
ace Grotesk',sans-serif; font-size: 12px; font-weight: 600; letter-spacing:=
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      <img alt=3D"energy 101 the country with the most energy in the world =
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in: 0; padding: 24px 28px; position: relative;">
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rgin: 0; font-family: 'JetBrains Mono',monospace; font-size: 10px; letter-s=
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rld can't keep up with its own grid</h2>
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dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
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er where it needs to go, when it needs to go there.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
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ox; margin: 0; display: inline-block; background: #d69414; font-family: 'Sp=
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dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
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ox; margin: 0; display: inline-block; background: #d69414; font-family: 'Sp=
ace Grotesk',sans-serif; font-size: 12px; font-weight: 600; letter-spacing:=
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adding: 0; background: #ffffff; border: 1px solid #e0ddd6; border-radius: 4=
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e6faf5; border: 1px solid #a7f3d0;">article</span>
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111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">ai workflow automation in oil and gas: real roi, real r=
esults</h2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">see how workflow automation cuts manual data entry, compresses long r=
eview cycles, and creates measurable returns in real oil and gas operating =
environments.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
0cHM6Ly9jb2xsaWRlLmlvL3Jlc291cmNlcy9haS13b3JrZmxvdy1hdXRvbWF0aW9uLWluLW9pbC=
1hbmQtZ2FzLXJlYWwtcm9pLXJlYWwtcmVzdWx0cz91dG1fY2FtcGFpZ249dGhpcyt3ZWVrJTI3c=
ytjb250ZW50KyVFMiU4MCU5NCs0LjExLjI2XHUwMDI2dXRtX2NvbnRlbnQ9dGhpcyt3ZWVrJTI3=
cytjb250ZW50KyVFMiU4MCU5NCs0LjExLjI2XHUwMDI2dXRtX21lZGl1bT1lbWFpbF9hY3Rpb25=
cdTAwMjZ1dG1fc291cmNlPWN1c3RvbWVyLmlvIiwiaW50ZXJuYWwiOiJiOWQ3MDkwMWQ1OTAwMT=
g2ZmIwMiIsImxpbmtfaWQiOjIyNjU4fQ/606c4f987c602a6b48c4dda42fd99c451f5ada091f=
3aa4dbf16749a5f268826a" class=3D"btn-ghost" style=3D"box-sizing: border-box=
; margin: 0; display: inline-block; background: transparent; font-family: '=
Space Grotesk',sans-serif; font-size: 12px; font-weight: 600; letter-spacin=
g: .06em; text-transform: uppercase; text-decoration: none; padding: 10px 2=
2px; border-radius: 3px; border: 1.5px solid #d69414; color: #d69414 !impor=
tant;">open resource</a>
    </div>
  </div>

  <div class=3D"content-card" style=3D"box-sizing: border-box; margin: 0; p=
adding: 0; background: #ffffff; border: 1px solid #e0ddd6; border-radius: 4=
px; overflow: hidden; margin-bottom: 16px; box-shadow: 0 1px 4px rgba(0,0,0=
,.05);">
    <span class=3D"article-bar" style=3D"box-sizing: border-box; margin: 0;=
 padding: 0; width: 100%; height: 3px; background: linear-gradient(90deg,#d=
69414 0%,#f0b93a 100%); display: block;"></span>
    <div class=3D"content-card-inner" style=3D"box-sizing: border-box; marg=
in: 0; padding: 24px 28px; position: relative;">
      <div class=3D"meta-inline" style=3D"box-sizing: border-box; margin: 0=
; padding: 0; display: flex; align-items: center; gap: 10px; margin-bottom:=
 12px; flex-wrap: wrap;">
        <span class=3D"tag tag-article" style=3D"box-sizing: border-box; ma=
rgin: 0; font-family: 'JetBrains Mono',monospace; font-size: 10px; letter-s=
pacing: .1em; text-transform: uppercase; padding: 4px 10px; border-radius: =
2px; line-height: 1.4; display: inline-block; color: #1d6b4f; background: #=
e6faf5; border: 1px solid #a7f3d0;">article</span>
      </div>
      <h2 style=3D"box-sizing: border-box; margin: 0; padding: 0; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 16px; font-weight: 700; color: #=
111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">what is agentic orchestration in oil and gas?</h2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">a quick breakdown of how layered ai agents can connect brittle legacy=
 systems, automate multi-step work, and reduce the swivel-chair burden insi=
de operating teams.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
0cHM6Ly9jb2xsaWRlLmlvL3Jlc291cmNlcy93aGF0LWlzLWFnZW50aWMtb3JjaGVzdHJhdGlvbi=
1pbi1vaWwtYW5kLWdhcz91dG1fY2FtcGFpZ249dGhpcyt3ZWVrJTI3cytjb250ZW50KyVFMiU4M=
CU5NCs0LjExLjI2XHUwMDI2dXRtX2NvbnRlbnQ9dGhpcyt3ZWVrJTI3cytjb250ZW50KyVFMiU4=
MCU5NCs0LjExLjI2XHUwMDI2dXRtX21lZGl1bT1lbWFpbF9hY3Rpb25cdTAwMjZ1dG1fc291cmN=
lPWN1c3RvbWVyLmlvIiwiaW50ZXJuYWwiOiJiOWQ3MDkwMWQ1OTAwMTg2ZmIwMiIsImxpbmtfaW=
QiOjIyNjU5fQ/a143f29ddac73071fb02ce1a2fb332947380c2248087f4b04ecfc6d0c9ccc0=
dc" class=3D"btn-ghost" style=3D"box-sizing: border-box; margin: 0; display=
: inline-block; background: transparent; font-family: 'Space Grotesk',sans-=
serif; font-size: 12px; font-weight: 600; letter-spacing: .06em; text-trans=
form: uppercase; text-decoration: none; padding: 10px 22px; border-radius: =
3px; border: 1.5px solid #d69414; color: #d69414 !important;">open resource=
</a>
    </div>
  </div>

  <div class=3D"content-card" style=3D"box-sizing: border-box; margin: 0; p=
adding: 0; background: #ffffff; border: 1px solid #e0ddd6; border-radius: 4=
px; overflow: hidden; margin-bottom: 16px; box-shadow: 0 1px 4px rgba(0,0,0=
,.05);">
    <span class=3D"article-bar" style=3D"box-sizing: border-box; margin: 0;=
 padding: 0; width: 100%; height: 3px; background: linear-gradient(90deg,#d=
69414 0%,#f0b93a 100%); display: block;"></span>
    <div class=3D"content-card-inner" style=3D"box-sizing: border-box; marg=
in: 0; padding: 24px 28px; position: relative;">
      <div class=3D"meta-inline" style=3D"box-sizing: border-box; margin: 0=
; padding: 0; display: flex; align-items: center; gap: 10px; margin-bottom:=
 12px; flex-wrap: wrap;">
        <span class=3D"tag tag-article" style=3D"box-sizing: border-box; ma=
rgin: 0; font-family: 'JetBrains Mono',monospace; font-size: 10px; letter-s=
pacing: .1em; text-transform: uppercase; padding: 4px 10px; border-radius: =
2px; line-height: 1.4; display: inline-block; color: #1d6b4f; background: #=
e6faf5; border: 1px solid #a7f3d0;">article</span>
      </div>
      <h2 style=3D"box-sizing: border-box; margin: 0; padding: 0; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 16px; font-weight: 700; color: #=
111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">building enterprise ai for oil and gas: the technical f=
oundation</h2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">a grounded look at what enterprise-grade ai actually requires in oil =
and gas, from system architecture and security to the difference between a =
demo and a deployable product.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
0cHM6Ly9jb2xsaWRlLmlvL3Jlc291cmNlcy9idWlsZGluZy1lbnRlcnByaXNlLWFpLWZvci1vaW=
wtYW5kLWdhcy10aGUtdGVjaG5pY2FsLWZvdW5kYXRpb24_dXRtX2NhbXBhaWduPXRoaXMrd2Vla=
yUyN3MrY29udGVudCslRTIlODAlOTQrNC4xMS4yNlx1MDAyNnV0bV9jb250ZW50PXRoaXMrd2Vl=
ayUyN3MrY29udGVudCslRTIlODAlOTQrNC4xMS4yNlx1MDAyNnV0bV9tZWRpdW09ZW1haWxfYWN=
0aW9uXHUwMDI2dXRtX3NvdXJjZT1jdXN0b21lci5pbyIsImludGVybmFsIjoiYjlkNzA5MDFkNT=
kwMDE4NmZiMDIiLCJsaW5rX2lkIjoyMjY2MH0/a8c3b8b610bf85e534fab042497a5e98939ee=
0902e67f6173e02dc7036b4bb11" class=3D"btn-ghost" style=3D"box-sizing: borde=
r-box; margin: 0; display: inline-block; background: transparent; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 12px; font-weight: 600; letter-s=
pacing: .06em; text-transform: uppercase; text-decoration: none; padding: 1=
0px 22px; border-radius: 3px; border: 1.5px solid #d69414; color: #d69414 !=
important;">open resource</a>
    </div>
  </div>

  <div class=3D"content-card" style=3D"box-sizing: border-box; margin: 0; p=
adding: 0; background: #ffffff; border: 1px solid #e0ddd6; border-radius: 4=
px; overflow: hidden; margin-bottom: 16px; box-shadow: 0 1px 4px rgba(0,0,0=
,.05);">
    <span class=3D"article-bar" style=3D"box-sizing: border-box; margin: 0;=
 padding: 0; width: 100%; height: 3px; background: linear-gradient(90deg,#d=
69414 0%,#f0b93a 100%); display: block;"></span>
    <div class=3D"content-card-inner" style=3D"box-sizing: border-box; marg=
in: 0; padding: 24px 28px; position: relative;">
      <div class=3D"meta-inline" style=3D"box-sizing: border-box; margin: 0=
; padding: 0; display: flex; align-items: center; gap: 10px; margin-bottom:=
 12px; flex-wrap: wrap;">
        <span class=3D"tag tag-article" style=3D"box-sizing: border-box; ma=
rgin: 0; font-family: 'JetBrains Mono',monospace; font-size: 10px; letter-s=
pacing: .1em; text-transform: uppercase; padding: 4px 10px; border-radius: =
2px; line-height: 1.4; display: inline-block; color: #1d6b4f; background: #=
e6faf5; border: 1px solid #a7f3d0;">article</span>
      </div>
      <h2 style=3D"box-sizing: border-box; margin: 0; padding: 0; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 16px; font-weight: 700; color: #=
111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">rag for oil and gas: how to prepare your data for ai</h=
2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">this one focuses on the data-readiness side of ai adoption: structure=
, retrieval, and the prep work required before any model can return useful =
answers to operators.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
0cHM6Ly9jb2xsaWRlLmlvL3Jlc291cmNlcy9yYWctZm9yLW9pbC1hbmQtZ2FzLWhvdy10by1wcm=
VwYXJlLXlvdXItZGF0YS1mb3ItYWk_dXRtX2NhbXBhaWduPXRoaXMrd2VlayUyN3MrY29udGVud=
CslRTIlODAlOTQrNC4xMS4yNlx1MDAyNnV0bV9jb250ZW50PXRoaXMrd2VlayUyN3MrY29udGVu=
dCslRTIlODAlOTQrNC4xMS4yNlx1MDAyNnV0bV9tZWRpdW09ZW1haWxfYWN0aW9uXHUwMDI2dXR=
tX3NvdXJjZT1jdXN0b21lci5pbyIsImludGVybmFsIjoiYjlkNzA5MDFkNTkwMDE4NmZiMDIiLC=
JsaW5rX2lkIjoyMjY2MX0/55b99399059ae7352f700169473dce308d7a13fe057dc78584f44=
9b1dccc1313" class=3D"btn-ghost" style=3D"box-sizing: border-box; margin: 0=
; display: inline-block; background: transparent; font-family: 'Space Grote=
sk',sans-serif; font-size: 12px; font-weight: 600; letter-spacing: .06em; t=
ext-transform: uppercase; text-decoration: none; padding: 10px 22px; border=
-radius: 3px; border: 1.5px solid #d69414; color: #d69414 !important;">open=
 resource</a>
    </div>
  </div>

  <div class=3D"content-card" style=3D"box-sizing: border-box; margin: 0; p=
adding: 0; background: #ffffff; border: 1px solid #e0ddd6; border-radius: 4=
px; overflow: hidden; margin-bottom: 16px; box-shadow: 0 1px 4px rgba(0,0,0=
,.05);">
    <span class=3D"article-bar" style=3D"box-sizing: border-box; margin: 0;=
 padding: 0; width: 100%; height: 3px; background: linear-gradient(90deg,#d=
69414 0%,#f0b93a 100%); display: block;"></span>
    <div class=3D"content-card-inner" style=3D"box-sizing: border-box; marg=
in: 0; padding: 24px 28px; position: relative;">
      <div class=3D"meta-inline" style=3D"box-sizing: border-box; margin: 0=
; padding: 0; display: flex; align-items: center; gap: 10px; margin-bottom:=
 12px; flex-wrap: wrap;">
        <span class=3D"tag tag-article" style=3D"box-sizing: border-box; ma=
rgin: 0; font-family: 'JetBrains Mono',monospace; font-size: 10px; letter-s=
pacing: .1em; text-transform: uppercase; padding: 4px 10px; border-radius: =
2px; line-height: 1.4; display: inline-block; color: #1d6b4f; background: #=
e6faf5; border: 1px solid #a7f3d0;">article</span>
      </div>
      <h2 style=3D"box-sizing: border-box; margin: 0; padding: 0; font-fami=
ly: 'Space Grotesk',sans-serif; font-size: 16px; font-weight: 700; color: #=
111; letter-spacing: -.01em; line-height: 1.3; margin-bottom: 8px; text-tra=
nsform: uppercase;">why vertical ai beats generic ai in oil and gas</h2>
      <p class=3D"body-copy" style=3D"box-sizing: border-box; margin: 0; pa=
dding: 0; font-size: 13px; color: #555; line-height: 1.65; margin-bottom: 1=
6px;">a concise case for domain-tuned systems over generic models, especial=
ly when the work depends on messy field data, industry context, and decisio=
ns that cannot afford hand-wavy output.</p>
      <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9p=
ZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR=
0cHM6Ly9jb2xsaWRlLmlvL3Jlc291cmNlcy93aHktdmVydGljYWwtYWktYmVhdHMtZ2VuZXJpYy=
1haS1pbi1vaWwtYW5kLWdhcz91dG1fY2FtcGFpZ249dGhpcyt3ZWVrJTI3cytjb250ZW50KyVFM=
iU4MCU5NCs0LjExLjI2XHUwMDI2dXRtX2NvbnRlbnQ9dGhpcyt3ZWVrJTI3cytjb250ZW50KyVF=
MiU4MCU5NCs0LjExLjI2XHUwMDI2dXRtX21lZGl1bT1lbWFpbF9hY3Rpb25cdTAwMjZ1dG1fc29=
1cmNlPWN1c3RvbWVyLmlvIiwiaW50ZXJuYWwiOiJiOWQ3MDkwMWQ1OTAwMTg2ZmIwMiIsImxpbm=
tfaWQiOjIyNjYyfQ/665d5471b2044c0d2fc4771c8a4df2d44d6895d0c27d25cb7a55794d03=
d1345f" class=3D"btn-ghost" style=3D"box-sizing: border-box; margin: 0; dis=
play: inline-block; background: transparent; font-family: 'Space Grotesk',s=
ans-serif; font-size: 12px; font-weight: 600; letter-spacing: .06em; text-t=
ransform: uppercase; text-decoration: none; padding: 10px 22px; border-radi=
us: 3px; border: 1.5px solid #d69414; color: #d69414 !important;">open reso=
urce</a>
    </div>
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  <div style=3D"box-sizing: border-box; margin: 0; background: #ffffff; bor=
der: 1px solid #e0ddd6; border-radius: 4px; padding: 40px 36px; position: r=
elative; overflow: hidden; box-shadow: 0 1px 4px rgba(0,0,0,.06),0 4px 16px=
 rgba(0,0,0,.04); margin-bottom: 20px; margin-top: 24px;" class=3D"card">
    <div class=3D"label-muted" style=3D"box-sizing: border-box; margin: 0; =
padding: 0; font-family: 'JetBrains Mono',monospace; font-size: 10px; lette=
r-spacing: .12em; color: #999; text-transform: uppercase; margin-bottom: 10=
px;">// that's a wrap</div>
    <p style=3D"box-sizing: border-box; margin: 0; padding: 0; font-size: 1=
4px; color: #666; line-height: 1.65; margin-bottom: 20px;" class=3D"subtitl=
e">more coming next week. if something resonated, send it to somebody on yo=
ur team who should probably already be following collide.</p>
    <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJlbWFpbF9pZC=
I6ImRnUzUxd2tEQUliN0FvWDdBZ0dkZkx3MnFtbi12RC1jWXZ1dkF6WT0iLCJocmVmIjoiaHR0c=
HM6Ly9hcHAuY29sbGlkZS5pbz91dG1fY2FtcGFpZ249dGhpcyt3ZWVrJTI3cytjb250ZW50KyVF=
MiU4MCU5NCs0LjExLjI2XHUwMDI2dXRtX2NvbnRlbnQ9dGhpcyt3ZWVrJTI3cytjb250ZW50KyV=
FMiU4MCU5NCs0LjExLjI2XHUwMDI2dXRtX21lZGl1bT1lbWFpbF9hY3Rpb25cdTAwMjZ1dG1fc2=
91cmNlPWN1c3RvbWVyLmlvIiwiaW50ZXJuYWwiOiJiOWQ3MDkwMWQ1OTAwMTg2ZmIwMiIsImxpb=
mtfaWQiOjF9/9a8944aff0a3a40d5d0c6a37945cf06ef19378e01515e7498b10785774131e6=
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