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Date: Thu, 7 Aug 2025 08:55:07 -0700
From: Retool <info@retool.com>
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To: info@sterlingcal.com
Message-ID: <1754580595789.23ddd07a-da42-410b-9023-1d13c595244f@7660877m.retool.com>
Subject: Your AI is only as smart as your data. Ready to fix that?
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Join us August 19th at 10 AM PT as we talk to Sam Garfield, Analytics Engin=
eer at Retool, about the messy reality of making data work for AI=E2=80=94a=
nd the practical steps that actually move the

Hi ANDREW,

You=E2=80=99ve mastered the AI tools=E2=80=94but the results still aren=E2=
=80=99t adding up. The real reason? Most AI projects fail before they even =
start, because the data isn=E2=80=99t ready.

On August 19 at 10AM PT (https://events.retool.com/data-holding-back-your-a=
i?utm_source=3Dhs_email&utm_medium=3Demail&utm_content=3Dgeneral_email&rcid=
=3D701Qo000011xQAPIA2&_hsenc=3Dp2ANqtz-89Fz4m8YKVfcoTgsp6--R2T7tM9LHFewIOED=
XkYPZMC6fWlYygzBMx-CeHYbSlYb7Njr3yekNSs_S7u42kQs-hxshq3Q&_hsmi=3D374846545 =
) , Sam Garfield, Analytics Engineer at Retool, reveals why disconnected da=
ta is the silent killer for AI=E2=80=94and shares the exact fixes top teams=
 are using now.

In just 30 minutes, you=E2=80=99ll learn:

- Sam=E2=80=99s take on keeping AI agents reliable without drowning your te=
am in monitoring systems
- Why scattered sources leave AI making decisions with half the story, and =
what's actually working to fix it
- Why most unstructured data breaks AI systems and the unglamorous work tha=
t actually makes logs, docs, and conversations useful for LLMs
- How to bridge the gap between what your data team knows and what AI needs=
 to understand

REGISTER NOW
(https://events.retool.com/data-holding-back-your-ai?utm_source=3Dhs_email&=
utm_medium=3Demail&utm_content=3Dgeneral_email&rcid=3D701Qo000011xQAPIA2&_h=
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SlYb7Njr3yekNSs_S7u42kQs-hxshq3Q&_hsmi=3D374846545 )

Don=E2=80=99t let your next big AI investment underdeliver.

Come ready with your toughest questions=E2=80=94Sam is sharing behind-the-s=
cenes tactics, pitfalls, and proven wins.

Best,

The Retool team

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=C2=A9 2025 Retool. All rights reserved.

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adding-right:10px">
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th:600px; Margin-left:auto; Margin-right:auto; background-color:#151515" bg=
color=3D"#151515">
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    <!--[if (mso)|(IE)]>
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"font-family:Helvetica, Arial, sans-serif; font-size:15px; color:#e9ebdf; w=
ord-break:break-word; padding:20px 20px 10px"><div id=3D"hs_cos_wrapper_mod=
ule-2-0-0" class=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_typ=
e_module" style=3D"color: inherit; font-size: inherit; line-height: inherit=
;" data-hs-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><div id=
=3D"hs_cos_wrapper_module-2-0-0_" class=3D"hs_cos_wrapper hs_cos_wrapper_wi=
dget hs_cos_wrapper_type_rich_text" style=3D"color: inherit; font-size: inh=
erit; line-height: inherit;" data-hs-cos-general-type=3D"widget" data-hs-co=
s-type=3D"rich_text"><div data-hs-cos-general-type=3D"widget" data-hs-cos-t=
ype=3D"module" style=3D"mso-line-height-rule:exactly; line-height:150%">
<div data-hs-cos-general-type=3D"widget" data-hs-cos-type=3D"rich_text" sty=
le=3D"mso-line-height-rule:exactly; line-height:150%">
<p style=3D"mso-line-height-rule:exactly; line-height:150%">Hi ANDREW,</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">You=E2=80=99ve =
mastered the AI tools=E2=80=94but the results still aren=E2=80=99t adding u=
p. The real reason? Most AI projects fail before they even start, because t=
he data isn=E2=80=99t ready.</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">On <a href=3D"h=
ttps://events.retool.com/data-holding-back-your-ai?utm_source=3Dhs_email&am=
p;utm_medium=3Demail&amp;utm_content=3Dgeneral_email&amp;rcid=3D701Qo000011=
xQAPIA2&amp;_hsenc=3Dp2ANqtz--YqM1yqGBnjzJzw0gMZg1tG3GKBD0jJEEXqAdK--y7XuG5=
ftW7IjKVVTguBp-pEH3AZoWYqq7Og2LbXkA8LDhUxInc0w&amp;_hsmi=3D374846545" style=
=3D"color:#9cbfe7; text-decoration:none; font-weight:bold" rel=3D"noopener"=
 data-hs-link-id=3D"0" data-hs-link-id-v2=3D"THvv3y1f" target=3D"_blank">Au=
gust 19 at 10AM PT</a><span style=3D"font-weight: bold;">,</span> Sam Garfi=
eld, Analytics Engineer at Retool, reveals why disconnected data is the sil=
ent killer for AI=E2=80=94and shares the exact fixes top teams are using no=
w.</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">In just 30 minu=
tes, you=E2=80=99ll learn:</p>
<ul style=3D"mso-line-height-rule:exactly; line-height:150%">
<li>Sam=E2=80=99s take on keeping AI agents reliable without drowning your =
team in monitoring systems</li>
<li>Why scattered sources leave AI making decisions with half the story, an=
d what's actually working to fix it</li>
<li>Why most unstructured data breaks AI systems and the unglamorous work t=
hat actually makes logs, docs, and conversations useful for LLMs</li>
<li>How to bridge the gap between what your data team knows and what AI nee=
ds to understand</li>
</ul>
</div>
</div></div></div></td></tr></tbody></table>
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  =20
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left:10px; padding-right:10px">
   =20
   =20
      <div class=3D"hse-column-container" style=3D"min-width:280px; max-wid=
th:600px; Margin-left:auto; Margin-right:auto; background-color:#151515" bg=
color=3D"#151515">
   =20
    <!--[if (mso)|(IE)]>
      <table align=3D"center" style=3D"width:600px;" cellpadding=3D"0" cell=
spacing=3D"0" role=3D"presentation" width=3D"600" bgcolor=3D"#151515">
      <tr style=3D"background-color:#151515;">
    <![endif]-->
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<![endif]-->
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    <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=
=3D"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D=
"font-family:Helvetica, Arial, sans-serif; font-size:15px; color:#e9ebdf; w=
ord-break:break-word; padding:10px 20px"><div id=3D"hs_cos_wrapper_module_1=
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erit;" data-hs-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><tab=
le align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=
=3D"presentation" style=3D"border-collapse:separate!important">
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ont-family:Helvetica, Arial, sans-serif; font-size:15px; color:#e9ebdf; wor=
d-break:break-word; border-radius:25px; cursor:auto; background-color:#E9EB=
DF; mso-padding-alt:12px 18px">
        <a href=3D"https://events.retool.com/data-holding-back-your-ai?utm_=
source=3Dhs_email&amp;utm_medium=3Demail&amp;utm_content=3Dgeneral_email&am=
p;rcid=3D701Qo000011xQAPIA2&amp;_hsenc=3Dp2ANqtz--YqM1yqGBnjzJzw0gMZg1tG3GK=
BD0jJEEXqAdK--y7XuG5ftW7IjKVVTguBp-pEH3AZoWYqq7Og2LbXkA8LDhUxInc0w&amp;_hsm=
i=3D374846545" target=3D"_blank" style=3D"color:#00a4bd; font-size:12px; fo=
nt-family:Helvetica,Arial,sans-serif; Margin:0; text-transform:none; text-d=
ecoration:none; padding:12px 18px; display:block" data-hs-link-id=3D"1" dat=
a-hs-link-id-v2=3D"/NKBOwcn">
          <strong style=3D"color:#151515;font-weight:normal;text-decoration=
:none;font-style:normal;">REGISTER NOW</strong>
        </a>
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    </tr>
  </tbody></table></div></td></tr></tbody></table>
  <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=3D=
"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D"fo=
nt-family:Helvetica, Arial, sans-serif; font-size:15px; color:#e9ebdf; word=
-break:break-word; padding:20px 20px 10px"><div id=3D"hs_cos_wrapper_module=
_17376349958603" class=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapp=
er_type_module" style=3D"color: inherit; font-size: inherit; line-height: i=
nherit;" data-hs-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><d=
iv id=3D"hs_cos_wrapper_module_17376349958603_" class=3D"hs_cos_wrapper hs_=
cos_wrapper_widget hs_cos_wrapper_type_rich_text" style=3D"color: inherit; =
font-size: inherit; line-height: inherit;" data-hs-cos-general-type=3D"widg=
et" data-hs-cos-type=3D"rich_text"><div data-hs-cos-general-type=3D"widget"=
 data-hs-cos-type=3D"module" style=3D"mso-line-height-rule:exactly; line-he=
ight:150%">
<div data-hs-cos-general-type=3D"widget" data-hs-cos-type=3D"rich_text" sty=
le=3D"mso-line-height-rule:exactly; line-height:150%">
<p style=3D"mso-line-height-rule:exactly; line-height:150%">Don=E2=80=99t l=
et your next big AI investment underdeliver.</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">Come ready with=
 your toughest questions=E2=80=94Sam is sharing behind-the-scenes tactics, =
pitfalls, and proven wins.</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">Best,</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">The Retool team=
</p>
</div>
</div></div></div></td></tr></tbody></table>
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e=3D"min-width: 280px;=20
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