Envelope-to: alvarochf@traceseis.com
Delivery-date: Tue, 21 Apr 2026 14:15:30 -0600
Date: Tue, 21 Apr 2026 20:15:11 +0000
Mime-Version: 1.0
Content-Type: multipart/alternative;
 boundary="82144bf21d252affa6292ad6442456cee69d0561759a1ea750bf0099e158"
Subject: your personal ai and your enterprise ai are not the same thing
From: Collide <hello@collide.io>
To: alvarochf@traceseis.com
Message-Id: <20260421201511.9c8077d4e1a3d3d7@cio103922.collide.io>

--82144bf21d252affa6292ad6442456cee69d0561759a1ea750bf0099e158
Content-Transfer-Encoding: quoted-printable
Content-Type: text/plain; charset="utf-8"

collide , member post

Collide ( https://collide.io/?utm_campaign=3Dmember+post+highlight+%E2%80%9=
4+personal+vs+enterprise+ai+agents&utm_content=3Dmember+post+highlight+%E2%=
80%94+personal+vs+enterprise+ai+agents&utm_medium=3Demail_action&utm_source=
=3Dcustomer.io )

// member post

*****************************
personal ai vs. enterprise ai
*****************************

husam rahman is asking a question a lot of organizations are sitting with r=
ight now: what actually separates a personal ai tool from an enterprise-gra=
de agent? his framework, knowledge x user reach =3D complexity, is a clean =
way to think about it. if you are building or evaluating ai systems at work=
, this one is worth a read.

personal vs enterprise ai/agents ( https://app.collide.io/posts/personal-vs=
-enterprise-ai-agents?utm_campaign=3Dmember+post+highlight+%E2%80%94+person=
al+vs+enterprise+ai+agents&utm_content=3Dmember+post+highlight+%E2%80%94+pe=
rsonal+vs+enterprise+ai+agents&utm_medium=3Demail_action&utm_source=3Dcusto=
mer.io )

Husam Rahman =C2=B7 posted today

"The more knowledge you want to consume in your agents x the more users you=
 want to reach =3D complexity. That complexity requires an infrastructure a=
round your agents to make sure results are accurate, handle edge cases prop=
erly, and most importantly get consistent results across users."

building agents at your company? dealing with the gap between what claude d=
oes on your laptop and what you need it to do at scale? jump in and share w=
hat you have learned.

join the thread ( https://app.collide.io/posts/personal-vs-enterprise-ai-ag=
ents?utm_campaign=3Dmember+post+highlight+%E2%80%94+personal+vs+enterprise+=
ai+agents&utm_content=3Dmember+post+highlight+%E2%80%94+personal+vs+enterpr=
ise+ai+agents&utm_medium=3Demail_action&utm_source=3Dcustomer.io )

share what you have built, broken, or figured out , real-world experience i=
s what makes this thread useful.

Collide ( https://collide.io/?utm_campaign=3Dmember+post+highlight+%E2%80%9=
4+personal+vs+enterprise+ai+agents&utm_content=3Dmember+post+highlight+%E2%=
80%94+personal+vs+enterprise+ai+agents&utm_medium=3Demail_action&utm_source=
=3Dcustomer.io )
=C2=B7
unsubscribe ( https://track.customer.io/unsubscribe/dgS51wkDAIb7AoX7AgGdsa6=
lp0P8k4LFof0DJuY=3D )
=C2=B7
Privacy Policy ( https://collide.io/privacy?utm_campaign=3Dmember+post+high=
light+%E2%80%94+personal+vs+enterprise+ai+agents&utm_content=3Dmember+post+=
highlight+%E2%80%94+personal+vs+enterprise+ai+agents&utm_medium=3Demail_act=
ion&utm_source=3Dcustomer.io )

=C2=A9 2026 Collide. All rights reserved.
--82144bf21d252affa6292ad6442456cee69d0561759a1ea750bf0099e158
Content-Transfer-Encoding: quoted-printable
Content-Type: text/html; charset="utf-8"

<html><head>
    <style type=3D"text/css">
      /* Add your styles here, we'll process and inline all of your styles =
before sending */
    </style>
  </head>
  <body>
    <!-- We'll replace this content tag with whatever you write in your ema=
il -->
   =20


  <meta/>
  <meta content=3D"width=3Ddevice-width, initial-scale=3D1.0" name=3D"viewp=
ort"/>
  <title>collide , member post</title>
  <style type=3D"text/css">
  @import url('https://fonts.googleapis.com/css2?family=3DSpace+Grotesk:wgh=
t@400;500;600;700&family=3DInter:wght@400;500;600&family=3DJetBrains+Mono:w=
ght@400;500&display=3Dswap');
  body{margin:0;padding:0;background:#f5f4f0;font-family:'Inter',Arial,sans=
-serif;color:#444444;-webkit-font-smoothing:antialiased;}
  img{border:0;display:block;max-width:100%;height:auto;}
  </style>


  <table bgcolor=3D"#f5f4f0" width=3D"100%" style=3D"width:100%;background-=
color:#f5f4f0;">
    <tbody><tr>
      <td align=3D"center" bgcolor=3D"#f5f4f0" style=3D"padding:40px 16px;b=
ackground-color:#f5f4f0;">
        <table cellpadding=3D"0" cellspacing=3D"0" width=3D"100%" style=3D"=
max-width:600px;">

          <!-- HEADER -->
          <tbody><tr>
            <td style=3D"padding:0 0 28px 0;border-bottom:1px solid #e0ddd6=
;">
              <a target=3D"_blank" href=3D"http://email.collide.io/e/c/eyJl=
bWFpbF9pZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkc2E2bHAwUDhrNExGb2YwREp1WT0iLCJocmV=
mIjoiaHR0cHM6Ly9jb2xsaWRlLmlvLz91dG1fY2FtcGFpZ249bWVtYmVyK3Bvc3QraGlnaGxpZ2=
h0KyVFMiU4MCU5NCtwZXJzb25hbCt2cytlbnRlcnByaXNlK2FpK2FnZW50c1x1MDAyNnV0bV9jb=
250ZW50PW1lbWJlcitwb3N0K2hpZ2hsaWdodCslRTIlODAlOTQrcGVyc29uYWwrdnMrZW50ZXJw=
cmlzZSthaSthZ2VudHNcdTAwMjZ1dG1fbWVkaXVtPWVtYWlsX2FjdGlvblx1MDAyNnV0bV9zb3V=
yY2U9Y3VzdG9tZXIuaW8iLCJpbnRlcm5hbCI6ImI5ZDcwOTAxZDU5MDAxODZmYjAyIiwibGlua1=
9pZCI6MjI2NDd9/c6011528f34281905ae74c7e62dbdd74535eba960530f59179976a8417c0=
7424" style=3D"text-decoration:none;border:0;">
                <img alt=3D"Collide" src=3D"https://userimg-assets.customer=
iomail.com/images/client-env-158649/1758563913286_1%20(1)_01K5S97KV04DTQAAT=
65T5CDWF8.png" height=3D"36" style=3D"height:36px;width:auto;display:block;=
"/>
              </a>
            </td>
          </tr>

          <!-- CARD -->
          <tr>
            <td style=3D"padding:32px 0 0 0;">
              <table bgcolor=3D"#ffffff" cellpadding=3D"0" cellspacing=3D"0=
" width=3D"100%" style=3D"background-color:#ffffff;border:1px solid #e0ddd6=
;background-image:linear-gradient(rgba(0,0,0,.02) 1px,transparent 1px),line=
ar-gradient(90deg,rgba(0,0,0,.02) 1px,transparent 1px);background-size:24px=
 24px;">
                <tbody><tr>
                  <td style=3D"padding:36px 36px 0 36px;">
                    <div style=3D"font-family:'JetBrains Mono',monospace;fo=
nt-size:10px;line-height:1.4;letter-spacing:.12em;color:#d69414;text-transf=
orm:uppercase;">// member post</div>
                  </td>
                </tr>
                <tr>
                  <td style=3D"padding:10px 36px 0 36px;">
                    <h1 style=3D"font-family:'Space Grotesk',Arial,sans-ser=
if;font-size:28px;line-height:1.08;letter-spacing:-.02em;color:#111111;text=
-transform:uppercase;margin:0;">personal ai vs. enterprise ai</h1>
                  </td>
                </tr>
                <tr>
                  <td style=3D"padding:16px 36px 0 36px;">
                    <p style=3D"font-size:16px;line-height:1.8;color:#44444=
4;margin:0;">husam rahman is asking a question a lot of organizations are s=
itting with right now: what actually separates a personal ai tool from an e=
nterprise-grade agent? his framework, knowledge x user reach =3D complexity=
, is a clean way to think about it. if you are building or evaluating ai sy=
stems at work, this one is worth a read.</p>
                  </td>
                </tr>
                <tr>
                  <td style=3D"padding:24px 24px 0 24px;">
                    <table bgcolor=3D"#fcfbf8" cellpadding=3D"0" cellspacin=
g=3D"0" width=3D"100%" style=3D"background-color:#fcfbf8;border:1px solid #=
e0ddd6;">
                      <tbody><tr>
                        <td style=3D"padding:18px 20px 0 20px;">
                          <p style=3D"font-family:'Space Grotesk',Arial,san=
s-serif;font-size:22px;line-height:1.2;color:#111111;margin:0;text-transfor=
m:lowercase;">
                            <a href=3D"http://email.collide.io/e/c/eyJlbWFp=
bF9pZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkc2E2bHAwUDhrNExGb2YwREp1WT0iLCJocmVmIjo=
iaHR0cHM6Ly9hcHAuY29sbGlkZS5pby9wb3N0cy9wZXJzb25hbC12cy1lbnRlcnByaXNlLWFpLW=
FnZW50cz91dG1fY2FtcGFpZ249bWVtYmVyK3Bvc3QraGlnaGxpZ2h0KyVFMiU4MCU5NCtwZXJzb=
25hbCt2cytlbnRlcnByaXNlK2FpK2FnZW50c1x1MDAyNnV0bV9jb250ZW50PW1lbWJlcitwb3N0=
K2hpZ2hsaWdodCslRTIlODAlOTQrcGVyc29uYWwrdnMrZW50ZXJwcmlzZSthaSthZ2VudHNcdTA=
wMjZ1dG1fbWVkaXVtPWVtYWlsX2FjdGlvblx1MDAyNnV0bV9zb3VyY2U9Y3VzdG9tZXIuaW8iLC=
JpbnRlcm5hbCI6ImI5ZDcwOTAxZDU5MDAxODZmYjAyIiwibGlua19pZCI6MjMyMTJ9/f9570104=
940c85b913660ba3f220a73dfa6df8021b6b2bddca4205f0f536ce06" style=3D"color:#1=
11111;text-decoration:none;">personal vs enterprise ai/agents</a>
                          </p>
                        </td>
                      </tr>
                      <tr>
                        <td style=3D"padding:8px 20px 0 20px;">
                          <div style=3D"font-family:'JetBrains Mono',monosp=
ace;font-size:11px;line-height:1.7;color:#7d7d7d;">Husam Rahman  =C2=B7  po=
sted today</div>
                        </td>
                      </tr>
                      <tr>
                        <td style=3D"padding:14px 20px 20px 20px;">
                          <p style=3D"font-size:15px;line-height:1.8;color:=
#333333;margin:0;"><em>&#34;The more knowledge you want to consume in your =
agents x the more users you want to reach =3D complexity. That complexity r=
equires an infrastructure around your agents to make sure results are accur=
ate, handle edge cases properly, and most importantly get consistent result=
s across users.&#34;</em></p>
                        </td>
                      </tr>
                    </tbody></table>
                  </td>
                </tr>
                <tr>
                  <td style=3D"padding:22px 36px 0 36px;">
                    <p style=3D"font-size:16px;line-height:1.8;color:#44444=
4;margin:0;">building agents at your company? dealing with the gap between =
what claude does on your laptop and what you need it to do at scale? jump i=
n and share what you have learned.</p>
                  </td>
                </tr>
                <tr>
                  <td style=3D"padding:26px 36px 0 36px;">
                    <a href=3D"http://email.collide.io/e/c/eyJlbWFpbF9pZCI6=
ImRnUzUxd2tEQUliN0FvWDdBZ0dkc2E2bHAwUDhrNExGb2YwREp1WT0iLCJocmVmIjoiaHR0cHM=
6Ly9hcHAuY29sbGlkZS5pby9wb3N0cy9wZXJzb25hbC12cy1lbnRlcnByaXNlLWFpLWFnZW50cz=
91dG1fY2FtcGFpZ249bWVtYmVyK3Bvc3QraGlnaGxpZ2h0KyVFMiU4MCU5NCtwZXJzb25hbCt2c=
ytlbnRlcnByaXNlK2FpK2FnZW50c1x1MDAyNnV0bV9jb250ZW50PW1lbWJlcitwb3N0K2hpZ2hs=
aWdodCslRTIlODAlOTQrcGVyc29uYWwrdnMrZW50ZXJwcmlzZSthaSthZ2VudHNcdTAwMjZ1dG1=
fbWVkaXVtPWVtYWlsX2FjdGlvblx1MDAyNnV0bV9zb3VyY2U9Y3VzdG9tZXIuaW8iLCJpbnRlcm=
5hbCI6ImI5ZDcwOTAxZDU5MDAxODZmYjAyIiwibGlua19pZCI6MjMyMTJ9/f9570104940c85b9=
13660ba3f220a73dfa6df8021b6b2bddca4205f0f536ce06" style=3D"display:inline-b=
lock;background-color:#d69414;color:#ffffff;text-decoration:none;font-famil=
y:'Space Grotesk',Arial,sans-serif;font-size:13px;line-height:13px;font-wei=
ght:700;letter-spacing:.06em;text-transform:uppercase;padding:14px 24px;">j=
oin the thread</a>
                  </td>
                </tr>
                <tr>
                  <td style=3D"padding:0 36px 34px 36px;">
                    <hr style=3D"border:none;border-top:1px solid #e0ddd6;m=
argin:28px 0;"/>
                    <p style=3D"font-size:12px;line-height:1.7;color:#99999=
9;margin:0;">share what you have built, broken, or figured out , real-world=
 experience is what makes this thread useful.</p>
                  </td>
                </tr>
              </tbody></table>
            </td>
          </tr>

          <!-- FOOTER -->
          <tr>
            <td align=3D"center" style=3D"padding-top:32px;">
              <table align=3D"center" border=3D"0" cellpadding=3D"0" cellsp=
acing=3D"0" width=3D"100%" style=3D"width:100%;max-width:600px;margin:0 aut=
o;border-collapse:collapse;">
                <tbody><tr>
                  <td align=3D"center" valign=3D"middle" style=3D"font-size=
:11px;line-height:1.7;color:#999999;padding:0;white-space:nowrap;">
                    <table align=3D"center" border=3D"0" cellpadding=3D"0" =
cellspacing=3D"0" style=3D"border-collapse:collapse;margin:0 auto;">
                      <tbody><tr>
                        <td valign=3D"middle" style=3D"font-size:11px;line-=
height:1.7;color:#999999;padding:0;"><a href=3D"http://email.collide.io/e/c=
/eyJlbWFpbF9pZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkc2E2bHAwUDhrNExGb2YwREp1WT0iLC=
JocmVmIjoiaHR0cHM6Ly9jb2xsaWRlLmlvLz91dG1fY2FtcGFpZ249bWVtYmVyK3Bvc3QraGlna=
GxpZ2h0KyVFMiU4MCU5NCtwZXJzb25hbCt2cytlbnRlcnByaXNlK2FpK2FnZW50c1x1MDAyNnV0=
bV9jb250ZW50PW1lbWJlcitwb3N0K2hpZ2hsaWdodCslRTIlODAlOTQrcGVyc29uYWwrdnMrZW5=
0ZXJwcmlzZSthaSthZ2VudHNcdTAwMjZ1dG1fbWVkaXVtPWVtYWlsX2FjdGlvblx1MDAyNnV0bV=
9zb3VyY2U9Y3VzdG9tZXIuaW8iLCJpbnRlcm5hbCI6ImI5ZDcwOTAxZDU5MDAxODZmYjAyIiwib=
Glua19pZCI6MjI2NDd9/c6011528f34281905ae74c7e62dbdd74535eba960530f59179976a8=
417c07424" style=3D"color:#999999;text-decoration:underline;font-size:11px;=
line-height:1.7;display:inline;">Collide</a></td>
                        <td valign=3D"middle" style=3D"font-size:11px;line-=
height:1.7;color:#999999;padding:0 6px;">=C2=B7</td>
                        <td valign=3D"middle" style=3D"font-size:11px;line-=
height:1.7;color:#999999;padding:0;"><a href=3D"http://email.collide.io/uns=
ubscribe/dgS51wkDAIb7AoX7AgGdsa6lp0P8k4LFof0DJuY=3D" style=3D"color:#999999=
;text-decoration:underline;font-size:11px;line-height:1.7;display:inline;">=
unsubscribe</a></td>
                        <td valign=3D"middle" style=3D"font-size:11px;line-=
height:1.7;color:#999999;padding:0 6px;">=C2=B7</td>
                        <td valign=3D"middle" style=3D"font-size:11px;line-=
height:1.7;color:#999999;padding:0;"><a href=3D"http://email.collide.io/e/c=
/eyJlbWFpbF9pZCI6ImRnUzUxd2tEQUliN0FvWDdBZ0dkc2E2bHAwUDhrNExGb2YwREp1WT0iLC=
JocmVmIjoiaHR0cHM6Ly9jb2xsaWRlLmlvL3ByaXZhY3k_dXRtX2NhbXBhaWduPW1lbWJlcitwb=
3N0K2hpZ2hsaWdodCslRTIlODAlOTQrcGVyc29uYWwrdnMrZW50ZXJwcmlzZSthaSthZ2VudHNc=
dTAwMjZ1dG1fY29udGVudD1tZW1iZXIrcG9zdCtoaWdobGlnaHQrJUUyJTgwJTk0K3BlcnNvbmF=
sK3ZzK2VudGVycHJpc2UrYWkrYWdlbnRzXHUwMDI2dXRtX21lZGl1bT1lbWFpbF9hY3Rpb25cdT=
AwMjZ1dG1fc291cmNlPWN1c3RvbWVyLmlvIiwiaW50ZXJuYWwiOiJiOWQ3MDkwMWQ1OTAwMTg2Z=
mIwMiIsImxpbmtfaWQiOjIyMzQxfQ/20af008ee2f43716ed28807a1cf77c41d3ea760b2150f=
ea45921266ef6d4db6c" style=3D"color:#999999;text-decoration:underline;font-=
size:11px;line-height:1.7;display:inline;">Privacy Policy</a></td>
                      </tr>
                    </tbody></table>
                  </td>
                </tr>
                <tr>
                  <td align=3D"center" style=3D"padding-top:6px;font-size:1=
1px;line-height:1.7;color:#999999;">=C2=A9 2026 Collide. All rights reserve=
d.</td>
                </tr>
              </tbody></table>
            </td>
          </tr>

        </tbody></table>
      </td>
    </tr>
  </tbody></table>


    <!--
      You can use the Customer.io unsubscribe link in all of your emails.
      We are able to track the unsubscribe to the specific email they
      unsubscribed from. You also have the option to include an unsubscribe
      link in your email header. You always have the option of whether to s=
end
      to unsubscribed users or not, but use that ability with caution. To l=
earn more,
      or if you want to handle unsubscribes yourself, please refer to the d=
ocs:
      https://docs.customer.io/journeys/unsubscribes/
    -->
 =20


<img src=3D"http://email.collide.io/e/o/eyJlbWFpbF9pZCI6ImRnUzUxd2tEQUliN0F=
vWDdBZ0dkc2E2bHAwUDhrNExGb2YwREp1WT0ifQ=3D=3D" style=3D"height: 1px !import=
ant; max-height: 1px !important; max-width: 1px !important; width: 1px !imp=
ortant; display: none !important;" alt=3D""/></body></html>
--82144bf21d252affa6292ad6442456cee69d0561759a1ea750bf0099e158--