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Date: Wed, 28 Jan 2026 02:28:14 +0000 (UTC)
From: Prabh Nair via LinkedIn <newsletters-noreply@linkedin.com>
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Prabh Cyber  Insight=20

By Prabh Nair


By Prabh Nair

   =20
   =20
    Read this article on LinkedIn to join the conversation
Read on LinkedIn
https://www.linkedin.com/comm/pulse/isoiec-42001-cisos-ai-management-system=
-finally-makes-prabh-nair-hbflc?lipi=3Durn%3Ali%3Apage%3Aemail_email_series=
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 =20
A few months ago, a CISO told me something that sounded funny=E2=80=A6 unti=
l it didn=E2=80=99t. We didn=E2=80=99t roll out AI. AI rolled itself out. H=
e meant the usual pattern. A business team found a shiny chatbot. Someone p=
asted customer text into it =E2=80=9Cjust to summarise.=E2=80=9D Another te=
am plugged a plug-in into their CRM. A vendor quietly added =E2=80=9CAI pow=
ered=E2=80=9D to a feature you were already paying for. Then your board ask=
ed a simple question: =E2=80=9CSo=E2=80=A6 are we using AI?=E2=80=9D And yo=
u had that awkward pause where you technically know the answer is =E2=80=9C=
yes,=E2=80=9D but you can=E2=80=99t say where, how, and with what data with=
out doing a small internal investigation. If that sounds familiar, you=E2=
=80=99re not behind. You=E2=80=99re normal. The bigger issue is this: AI do=
esn=E2=80=99t fail like a firewall fails. It fails like a decision fails. Q=
uietly. At scale. Sometimes with a smiley interface. So what do you do when=
 the risk is not only =E2=80=9Cbreach=E2=80=9D but also =E2=80=9Cbad judgem=
ent repeated 10,000 times=E2=80=9D? That=E2=80=99s where an AI Management S=
ystem starts to matter. Not as a buzzword. Not as a poster. As a way to run=
 AI like you run safety, quality, and security: with clear ownership, repea=
table checks, and evidence that you can show when someone asks, =E2=80=9CPr=
ove it.=E2=80=9D And yes, ISO/IEC 42001 is built exactly for that. AI is no=
t =E2=80=9Cjust another app,=E2=80=9D and you know it Here=E2=80=99s the th=
ing. We=E2=80=99ve all done this move before. A new tech wave arrives, team=
s scramble, and security gets told: =E2=80=9CPlease review.=E2=80=9D We did=
 it with cloud. We did it with mobile. We did it with SaaS sprawl. The play=
book was messy, but it existed. AI bends that playbook. Because AI is not o=
nly a system you run. It=E2=80=99s a system that influences how humans deci=
de, and sometimes replaces the human step entirely. That shift creates thre=
e CISO headaches that feel very 2026: The =E2=80=9Cinvisible data movement=
=E2=80=9D problem Prompts and outputs can carry sensitive data without look=
ing like sensitive data. A prompt can be a full incident report in disguise=
. The =E2=80=9Cnon-deterministic outcome=E2=80=9D problem The same input mi=
ght not always produce the same output. Great for creativity. Stressful for=
 audit. The =E2=80=9Cvendor is part of the system=E2=80=9D problem Your AI =
stack often includes a model provider, a platform, plug-ins, connectors, pr=
ompt templates, and internal data sources. Your boundaries get fuzzy fast. =
And if you=E2=80=99re thinking, =E2=80=9CWe already have AI security contro=
ls,=E2=80=9D cool. But also=E2=80=A6 do you have AI accountability? Do you =
have a process that survives staff changes, tool changes, and product hype?=
 That=E2=80=99s the gap ISO/IEC 42001 tries to close. The risk isn=E2=80=99=
t only prompt injection. It=E2=80=99s unmanaged AI decisions Security folks=
 love a clean threat model. And AI has plenty: prompt injection and prompt =
leaks data leakage through chat interfaces model supply-chain issues jailbr=
eaks that bypass safety rules insecure plug-ins and connectors shadow AI us=
ed outside approved tools All real. All worth addressing. But the more dang=
erous risk is the slow one: AI decisions quietly shaping outcomes without c=
hecks. Think about it: A hiring model that screens out candidates in a weir=
d pattern A fraud model that flags the wrong customers and triggers account=
 freezes A support bot that confidently gives the wrong answer (and your br=
and pays for it) An analyst using an LLM summary that drops one key line fr=
om a report None of these are =E2=80=9Cclassic breaches.=E2=80=9D Still, th=
ey can burn trust, trigger regulatory attention, and become a board-level h=
eadache. So, let me ask a slightly uncomfortable question: Do you have a sy=
stem that can catch these issues early, or are you hoping your teams =E2=80=
=9Cuse AI responsibly=E2=80=9D? Hope is not a control. So what is an =E2=80=
=9CAI Management System=E2=80=9D anyway? An AI Management System (AIMS) is =
basically what it sounds like: a management system focused on the responsib=
le development, provision, or use of AI. ISO describes ISO/IEC 42001 as a s=
tandard that specifies requirements for establishing, implementing, maintai=
ning, and continually improving an AIMS. If you=E2=80=99ve worked with ISO/=
IEC 27001, this will feel familiar. Same management-system muscle. Policies=
. Objectives. Roles. Reviews. Evidence. Improvement cycles. But the content=
 is tuned for AI realities: transparency, traceability, learning systems, a=
nd how AI can affect people and business outcomes. In human terms, an AIMS =
answers: What AI systems do we have, and why do we have them? Who owns each=
 system, and who signs off changes? What risks exist (security, legal, busi=
ness, societal), and what are we doing about them? How do we monitor drift,=
 misuse, and surprise outcomes? How do we prove governance is real? And yes=
, this is the part many orgs miss: proof. ISO/IEC 42001, explained like you=
=E2=80=99re in a hallway chat ISO calls 42001 the first AI management syste=
m standard, and it uses the Plan-Do-Check-Act style many leadership teams a=
lready accept. If your leadership understands ISO 27001, this lands well. I=
SO even sells an =E2=80=9CAI and information security management=E2=80=9D p=
ackage pairing ISO/IEC 42001:2023 and ISO/IEC 27001:2022, which signals how=
 closely these programs can sit together. The simple story: Plan: Set AI po=
licy, scope, objectives, roles, and risk criteria Do: Build or run AI syste=
ms with controls and documented processes Check: Measure performance, incid=
ents, complaints, drift, and compliance Act: Fix gaps, improve controls, re=
fine the system That=E2=80=99s it. Not magical. Just disciplined. And here=
=E2=80=99s the mild contradiction that=E2=80=99s true: AIMS can slow you do=
wn at first, then speed you up later. Because the first time you do invento=
ry, risk, and review properly, it=E2=80=99s work. But once it exists, every=
 new AI use case stops being a reinvention. Teams move faster because the =
=E2=80=9Chow we do AI here=E2=80=9D is already decided. Where AI security f=
its inside an AIMS (without making it a security-only program) AIMS is broa=
der than security. But CISOs still play a central role because most AI fail=
ures have a security-shaped edge. A practical way to think about it: AIMS s=
ets the rules of the road Security makes sure the road isn=E2=80=99t full o=
f potholes Security contributions you=E2=80=99ll almost always own or stron=
gly influence: Data classification and what data can enter prompts Identity=
 and access controls for AI tools and connectors Logging and traceability (=
who asked what, what data was used, what was produced) Vendor risk controls=
 for model providers and AI platforms Incident response updates (AI-specifi=
c scenarios) Testing for abuse cases (jailbreaks, injection, leakage) And t=
here=E2=80=99s also the human side. You know what? People don=E2=80=99t =E2=
=80=9Cmisuse AI=E2=80=9D because they=E2=80=99re careless villains. They mi=
suse it because they=E2=80=99re busy, and the tool feels helpful. So govern=
ance has to meet people where they are. That means clear rules like: =E2=80=
=9CWhat can you paste?=E2=80=9D =E2=80=9CWhat can you not paste?=E2=80=9D =
=E2=80=9CWhich tool is approved?=E2=80=9D =E2=80=9CWhat do you do when the =
output feels wrong?=E2=80=9D Short. Sharp. Easy to follow. Risk and impact:=
 the part that makes AI governance feel real Most orgs already do risk mana=
gement. But AI risk has two layers: Risk to the organisation (security, leg=
al, financial, operational) Impact from the system (people, fairness, trans=
parency, trust) ISO itself points to ISO/IEC 23894 as guidance on AI risk m=
anagement. And if your teams like NIST language, the NIST AI RMF lays out f=
our core functions: GOVERN, MAP, MEASURE, MANAGE. Notice the overlap? Gover=
nance is not a side quest. It=E2=80=99s the frame. Here=E2=80=99s a grounde=
d approach that doesn=E2=80=99t become a thesis: Map the AI use cases (what=
 decisions it influences, what data it touches, who it affects) Assess both=
 risk and impact (not only =E2=80=9Ccan it be hacked,=E2=80=9D but =E2=80=
=9Ccan it harm outcomes=E2=80=9D) Decide controls and acceptance criteria M=
onitor drift, complaints, incidents, false positives, and weird edge cases =
Improve and document what changed and why The secret is not fancy math. The=
 secret is repeatability. Regulations are getting more specific, and that=
=E2=80=99s not going away Even if you=E2=80=99re not based in Europe, the E=
U AI Act is shaping how global companies talk about AI governance. The Euro=
pean Commission=E2=80=99s AI Act page spells out a clear application timeli=
ne: it entered into force on 1 August 2024, becomes fully applicable on 2 A=
ugust 2026, with some obligations applying earlier (for example, prohibited=
 practices and AI literacy from 2 February 2025, and rules for general-purp=
ose AI models applying from 2 August 2025). It also calls out obligations f=
or high-risk systems like risk management, data quality, logging, documenta=
tion, human oversight, and cybersecurity. Read that again. Logging. Documen=
tation. Human oversight. Cybersecurity. That is basically a governance chec=
klist. And it=E2=80=99s exactly the kind of thing an AIMS makes easier to d=
emonstrate. Not because ISO gives you a legal shield (it doesn=E2=80=99t). =
But because when someone asks, =E2=80=9CShow me how you manage AI,=E2=80=9D=
 you can show an operating system, not a slide deck. =E2=80=9CBut we alread=
y use Microsoft Copilot / Vendor X, so aren=E2=80=99t we covered?=E2=80=9D =
This comes up a lot, especially with big enterprise platforms. For example,=
 Microsoft has publicly described its work toward ISO/IEC 42001 certificati=
on for Microsoft 365 Copilot and Copilot Chat, and points customers to audi=
t reports and certificates via its Service Trust Portal. That=E2=80=99s hel=
pful. It can reduce your vendor risk. But it doesn=E2=80=99t remove your re=
sponsibilities. Because your implementation choices still matter: Which dat=
a sources Copilot can reach What permissions exist in SharePoint, Teams, an=
d file repositories How prompts and outputs are monitored and retained Whet=
her users are trained not to feed sensitive data into the wrong place How y=
our internal policies define acceptable use Even Microsoft=E2=80=99s own gu=
idance highlights supporting services and controls like information protect=
ion and governance tooling (for example, Microsoft Purview). So yes, vendor=
 assurance is a strong input. But your organisation still needs its own AIM=
S layer that covers your scope and usage. How ISO/IEC 42001 fits with ISO/I=
EC 27001 (without creating two competing programs) This is where CISOs can =
win political points. You don=E2=80=99t need a brand-new governance empire.=
 You need a sensible extension. ISO itself positions 42001 as a management =
system standard using PDCA, and explicitly contrasts it with more technical=
 AI standards. Translation: you can bolt this onto the same governance back=
bone you already have: Existing ISMS policy structure Existing risk methodo=
logy (with AI add-ons) Existing audit and management review cadence Existin=
g supplier due diligence and contract controls Existing incident response p=
rocess (expanded) The practical trick is scope design. Start with a scope t=
hat is real, not heroic: One business line using AI A defined set of AI ser=
vices (internal + vendor) Clear data boundaries A manageable number of use =
cases Then widen it. A 90-day playbook a CISO can run (without turning it i=
nto a science project) Here=E2=80=99s a simple, workable sequence. No fancy=
 words. Just steps. Days 1 to 15: Get visibility fast Build an AI inventory=
: tools, vendors, models, plug-ins, business owners Label =E2=80=9Capproved=
=E2=80=9D vs =E2=80=9Cunknown=E2=80=9D vs =E2=80=9Cbanned for now=E2=80=9D =
Identify where sensitive data might be entering prompts Days 16 to 30: Set =
rules people can follow Write a short AI use policy (one page is fine) Defi=
ne data do=E2=80=99s and don=E2=80=99ts for prompts Set minimum access cont=
rols for AI tools (SSO, MFA, roles) Days 31 to 60: Put governance around th=
e highest-risk use cases Pick the top 5 use cases by impact Run a lightweig=
ht risk and impact review Add logging and evidence capture for those system=
s Update IR playbooks with 2 or 3 AI scenarios Days 61 to 90: Make it repea=
table Create a standard intake process for new AI use cases Set a monthly r=
eview rhythm (issues, drift, incidents, changes) Train teams with real exam=
ples (good prompts vs risky prompts) Prepare an =E2=80=9Cevidence pack=E2=
=80=9D you can show audit or leadership This is how an AIMS starts feeling =
real: when it becomes a habit, not a campaign. The common objections (and t=
he honest answers) =E2=80=9CThis will slow innovation.=E2=80=9D Yes, briefl=
y. Then it reduces chaos. And chaos is what slows innovation in the long ru=
n. =E2=80=9CWe don=E2=80=99t have enough people.=E2=80=9D Then you need a s=
ystem even more. AIMS reduces dependency on heroics. It helps new team memb=
ers know what =E2=80=9Cgood=E2=80=9D looks like. =E2=80=9CWe=E2=80=99re not=
 a model builder, we=E2=80=99re just users.=E2=80=9D Users still create ris=
k. The moment AI influences decisions, you own governance for that decision=
 process. =E2=80=9CIs certification worth it?=E2=80=9D Sometimes yes, somet=
imes no. Certification can help with customer trust and structured improvem=
ent. But even without certification, building the management system discipl=
ine is the real value. The quiet win: fewer surprises, better answers when =
someone asks =E2=80=9Cprove it=E2=80=9D If you=E2=80=99re a CISO, you alrea=
dy live in the land of proof. Proof that controls exist. Proof that risk is=
 understood. Proof that incidents are handled. Proof that vendors are revie=
wed. AI adds a new kind of proof: proof that your organisation can use AI w=
ithout losing grip on outcomes. ISO/IEC 42001 frames that challenge in mana=
gement-system language: establish, implement, maintain, improve. It=E2=80=
=99s not glamorous. It=E2=80=99s not viral. It=E2=80=99s the boring stuff t=
hat keeps you out of trouble. And honestly, that=E2=80=99s the point.
Keep reading on LinkedIn
https://www.linkedin.com/comm/pulse/isoiec-42001-cisos-ai-management-system=
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=CD=8F=C2=A0=CD=8F=C2=A0=CD=8F=C2=A0=CD=8F=C2=A0 </div> <table role=3D"pres=
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idth=3D"512" align=3D"center" class=3D"mercado-container w-[512px] max-w-[5=
12px] mx-auto my-0 p-0 " style=3D"-webkit-text-size-adjust: 100%; -ms-text-=
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t: auto; margin-right: auto; margin-top: 0px; margin-bottom: 0px; width: 51=
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xt-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt; ms=
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=3D"0" cellspacing=3D"0" cellpadding=3D"0" width=3D"100%" class=3D"bg-color=
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t; mso-table-rspace: 0pt; padding: 24px; text-align: center;"> <table role=
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e: 0pt; min-width: 100%;"> <tbody> <tr> <td align=3D"left" valign=3D"middle=
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table-lspace: 0pt; mso-table-rspace: 0pt;"> <a href=3D"https://www.linkedin=
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able-lspace: 0pt; mso-table-rspace: 0pt; padding-left: 4px; padding-right: =
4px;"> <a href=3D"https://www.linkedin.com/comm/messaging/?lipi=3Durn%3Ali%=
3Apage%3Aemail_email_series_follow_newsletter_02%3BADFBm4UKQ5KRQd8s%2BwTohw=
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g=3D1Haq0zFqIQ1I81&amp;trk=3Deml-email_series_follow_newsletter_02-header-0=
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=3D"Mynetwork icon" src=3D"https://static.licdn.com/aero-v1/sc/h/anu0f2h3c0=
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=3D"https://www.linkedin.com/comm/notifications/?lipi=3Durn%3Ali%3Apage%3Ae=
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ace: 0pt;"> <tbody> <tr> <td style=3D"-webkit-text-size-adjust: 100%; -ms-t=
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ref=3D"https://www.linkedin.com/comm/newsletters/7130407643310915584?lipi=
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eight: 600; line-height: 1.25; color: rgba(0, 0, 0, 0.9);"> Prabh Cyber Ins=
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just: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt; mso-table-rs=
pace: 0pt;"> <a href=3D"https://www.linkedin.com/comm/newsletters/713040764=
3310915584?lipi=3Durn%3Ali%3Apage%3Aemail_email_series_follow_newsletter_02=
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line-block; text-decoration: none; -webkit-text-size-adjust: 100%; -ms-text=
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xt-color-text-low-emphasis leading-regular" style=3D"font-size: 12px; line-=
height: 1.25; color: rgba(0, 0, 0, 0.6);"> Talk about GRC , Cyber </span> <=
/a> </td> </tr> </tbody> </table> </td> </tr> </tbody> </table> </td> </tr>=
 <tr data-test-id=3D"newsletter-content-preview"> <td class=3D"px-3 pt-2" s=
tyle=3D"-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-tab=
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r=3D"0" cellspacing=3D"0" cellpadding=3D"0" width=3D"100%" style=3D"-webkit=
-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt;=
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le=3D"-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table=
-lspace: 0pt; mso-table-rspace: 0pt;"> <a href=3D"https://www.linkedin.com/=
comm/pulse/isoiec-42001-cisos-ai-management-system-finally-makes-prabh-nair=
-hbflc?lipi=3Durn%3Ali%3Apage%3Aemail_email_series_follow_newsletter_02%3BA=
DFBm4UKQ5KRQd8s%2BwTohw%3D%3D&amp;midToken=3DAQHs81gzrEnLQw&amp;midSig=3D1H=
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tent_preview-0-headline_&amp;trkEmail=3Deml-email_series_follow_newsletter_=
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&amp;eid=3Dniwq2c-mkxeo2ck-h9" target=3D"_blank" class=3D"w-full" style=3D"=
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den; object-fit: cover;"> </a> </td> </tr> <tr> <td class=3D"py-2" style=3D=
"-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspa=
ce: 0pt; mso-table-rspace: 0pt; padding-top: 16px; padding-bottom: 16px;"> =
<table role=3D"presentation" valign=3D"top" border=3D"0" cellspacing=3D"0" =
cellpadding=3D"0" width=3D"100%" style=3D"-webkit-text-size-adjust: 100%; -=
ms-text-size-adjust: 100%; mso-table-lspace: 0pt; mso-table-rspace: 0pt;"> =
<tbody> <tr> <td style=3D"-webkit-text-size-adjust: 100%; -ms-text-size-adj=
ust: 100%; mso-table-lspace: 0pt; mso-table-rspace: 0pt;"> <a href=3D"https=
://www.linkedin.com/comm/pulse/isoiec-42001-cisos-ai-management-system-fina=
lly-makes-prabh-nair-hbflc?lipi=3Durn%3Ali%3Apage%3Aemail_email_series_foll=
ow_newsletter_02%3BADFBm4UKQ5KRQd8s%2BwTohw%3D%3D&amp;midToken=3DAQHs81gzrE=
nLQw&amp;midSig=3D1Haq0zFqIQ1I81&amp;trk=3Deml-email_series_follow_newslett=
er_02-newsletter_content_preview-0-title_&amp;trkEmail=3Deml-email_series_f=
ollow_newsletter_02-newsletter_content_preview-0-title_-null-niwq2c~mkxeo2c=
k~h9-null-null&amp;eid=3Dniwq2c-mkxeo2ck-h9" target=3D"_blank" class=3D"no-=
underline font-medium text-sm m-0 text-system-gray-90" style=3D"cursor: poi=
nter; display: inline-block; text-decoration: none; -webkit-text-size-adjus=
t: 100%; -ms-text-size-adjust: 100%; margin: 0px; font-size: 14px; font-wei=
ght: 500; color: #282828; text-decoration-line: none;"> <h2 class=3D"m-0 te=
xt-display-sm leading-regular text-color-text font-bold font-sans" style=3D=
"margin: 0px; font-family: -apple-system, system-ui, BlinkMacSystemFont, 'S=
egoe UI', Roboto, 'Helvetica Neue', 'Fira Sans', Ubuntu, Oxygen, 'Oxygen Sa=
ns', Cantarell, 'Droid Sans', 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe=
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f; font-size: 24px; font-weight: 600; line-height: 1.25; color: rgba(0, 0, =
0, 0.9);"> ISO/IEC 42001 for CISOs: The =E2=80=9CAI Management System=E2=80=
=9D That Finally Makes AI Governable </h2> </a> </td> </tr> <tr> <td style=
=3D"-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-l=
space: 0pt; mso-table-rspace: 0pt;"> <table role=3D"presentation" valign=3D=
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dy> <tr> <td valign=3D"middle" align=3D"left" class=3D"w-3" style=3D"-webki=
t-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt=
; mso-table-rspace: 0pt; width: 24px;" width=3D"24"> <a href=3D"https://in.=
linkedin.com/comm/in/pcissp?lipi=3Durn%3Ali%3Apage%3Aemail_email_series_fol=
low_newsletter_02%3BADFBm4UKQ5KRQd8s%2BwTohw%3D%3D&amp;midToken=3DAQHs81gzr=
EnLQw&amp;midSig=3D1Haq0zFqIQ1I81&amp;trk=3Deml-email_series_follow_newslet=
ter_02-newsletter_content_preview-0-author_&amp;trkEmail=3Deml-email_series=
_follow_newsletter_02-newsletter_content_preview-0-author_-null-niwq2c~mkxe=
o2ck~h9-null-null&amp;eid=3Dniwq2c-mkxeo2ck-h9" target=3D"_blank" style=3D"=
color: #0a66c2; cursor: pointer; display: inline-block; text-decoration: no=
ne; -webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%;"> <img clas=
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e-50 rounded-full w-4 h-4 align-middle" src=3D"https://media.licdn.com/dms/=
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splay: inline-block; height: 32px; width: 32px; border-radius: 9999px; back=
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th=3D"32" height=3D"32"> </a> </td> <td style=3D"-webkit-text-size-adjust: =
100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt; mso-table-rspace: =
0pt;"> <a href=3D"https://in.linkedin.com/comm/in/pcissp?lipi=3Durn%3Ali%3A=
page%3Aemail_email_series_follow_newsletter_02%3BADFBm4UKQ5KRQd8s%2BwTohw%3=
D%3D&amp;midToken=3DAQHs81gzrEnLQw&amp;midSig=3D1Haq0zFqIQ1I81&amp;trk=3Dem=
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p;trkEmail=3Deml-email_series_follow_newsletter_02-newsletter_content_previ=
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" target=3D"_blank" class=3D"no-underline ml-1" style=3D"color: #0a66c2; cu=
rsor: pointer; display: inline-block; text-decoration: none; -webkit-text-s=
ize-adjust: 100%; -ms-text-size-adjust: 100%; margin-left: 8px; text-decora=
tion-line: none;"> <span class=3D"font-sans font-bold text-sm mb-3 text-col=
or-text-low-emphasis leading-regular" style=3D"margin-bottom: 24px; font-fa=
mily: -apple-system, system-ui, BlinkMacSystemFont, 'Segoe UI', Roboto, 'He=
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d Sans', 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Emoji', 'Segoe UI=
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ont-weight: 600; line-height: 1.25; color: rgba(0, 0, 0, 0.6);"> Prabh Nair=
 </span> </a> </td> </tr> </tbody> </table> </td> </tr> <tr> <td class=3D"p=
b-1" style=3D"-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; m=
so-table-lspace: 0pt; mso-table-rspace: 0pt; padding-bottom: 8px;"> <div cl=
ass=3D"p-3 bg-color-surface-tint rounded-md font-sans" data-test-id=3D"news=
letter-cta-banner" style=3D"border-radius: 8px; background-color: #f5f7f9; =
padding: 24px; font-family: -apple-system, system-ui, BlinkMacSystemFont, '=
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ans', Cantarell, 'Droid Sans', 'Apple Color Emoji', 'Segoe UI Emoji', 'Sego=
e UI Emoji', 'Segoe UI Symbol', 'Lucida Grande', Helvetica, Arial, sans-ser=
if;"> <div class=3D"mb-1.5" style=3D"margin-bottom: 12px;"> <span class=3D"=
text-md leading-regular font-bold text-color-text" style=3D"font-size: 16px=
; font-weight: 600; line-height: 1.25; color: rgba(0, 0, 0, 0.9);"> Read th=
is article on LinkedIn to join the conversation </span> </div> <table role=
=3D"presentation" valign=3D"top" border=3D"0" cellspacing=3D"0" cellpadding=
=3D"0" width=3D"100%" class=3D"email-button " data-test-id=3D"email-button"=
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able-lspace: 0pt; mso-table-rspace: 0pt;"> <tbody> <tr> <td valign=3D"middl=
e" align=3D"left" style=3D"-webkit-text-size-adjust: 100%; -ms-text-size-ad=
just: 100%; mso-table-lspace: 0pt; mso-table-rspace: 0pt;"> <a href=3D"http=
s://www.linkedin.com/comm/pulse/isoiec-42001-cisos-ai-management-system-fin=
ally-makes-prabh-nair-hbflc?lipi=3Durn%3Ali%3Apage%3Aemail_email_series_fol=
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EnLQw&amp;midSig=3D1Haq0zFqIQ1I81&amp;trk=3Deml-email_series_follow_newslet=
ter_02-newsletter_content_preview-0-read_more_banner_cta_&amp;trkEmail=3Dem=
l-email_series_follow_newsletter_02-newsletter_content_preview-0-read_more_=
banner_cta_-null-niwq2c~mkxeo2ck~h9-null-null&amp;eid=3Dniwq2c-mkxeo2ck-h9"=
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ign-top no-underline " style=3D"color: #0a66c2; cursor: pointer; display: i=
nline-block; text-decoration: none; -webkit-text-size-adjust: 100%; -ms-tex=
t-size-adjust: 100%; vertical-align: top; text-decoration-line: none;"> <ta=
ble role=3D"presentation" valign=3D"top" border=3D"0" cellspacing=3D"0" cel=
lpadding=3D"0" width=3D"auto" class=3D"border-separate " style=3D"-webkit-t=
ext-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt; m=
so-table-rspace: 0pt; border-collapse: separate;"> <tbody> <tr> <td class=
=3D"btn-sm btn-primary border-color-brand button-link leading-regular !min-=
h-[auto] !shadow-none border-1 border-solid" style=3D"-webkit-text-size-adj=
ust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt; mso-table-rsp=
ace: 0pt; height: min-content; border-radius: 24px; padding-top: 7px; paddi=
ng-bottom: 7px; padding-left: 16px; padding-right: 16px; text-align: center=
; font-size: 14px; font-weight: 600; cursor: pointer; text-decoration-line:=
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-style: solid; border-color: #0a66c2; line-height: 1.25; min-height: auto !=
important; box-shadow: 0 0 #0000, 0 0 #0000, 0 0 #0000 !important;"> <a hre=
f=3D"https://www.linkedin.com/comm/pulse/isoiec-42001-cisos-ai-management-s=
ystem-finally-makes-prabh-nair-hbflc?lipi=3Durn%3Ali%3Apage%3Aemail_email_s=
eries_follow_newsletter_02%3BADFBm4UKQ5KRQd8s%2BwTohw%3D%3D&amp;midToken=3D=
AQHs81gzrEnLQw&amp;midSig=3D1Haq0zFqIQ1I81&amp;trk=3Deml-email_series_follo=
w_newsletter_02-newsletter_content_preview-0-read_more_banner_cta_&amp;trkE=
mail=3Deml-email_series_follow_newsletter_02-newsletter_content_preview-0-r=
ead_more_banner_cta_-null-niwq2c~mkxeo2ck~h9-null-null&amp;eid=3Dniwq2c-mkx=
eo2ck-h9" target=3D"_blank" tabindex=3D"-1" aria-hidden=3D"true" class=3D"n=
o-underline" style=3D"color: #0a66c2; cursor: pointer; display: inline-bloc=
k; text-decoration: none; -webkit-text-size-adjust: 100%; -ms-text-size-adj=
ust: 100%; text-decoration-line: none;"> <span class=3D"no-underline text-w=
hite" style=3D"color: #ffffff; text-decoration-line: none;"> Read on Linked=
In </span> </a> </td> </tr> </tbody> </table> </a> </td> </tr> </tbody> </t=
able> </div> </td> </tr> <tr data-test-id=3D"newsletter-content-preview--co=
ntent"> <td class=3D"font-sans text-md leading-open text-system-gray-90" st=
yle=3D"-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-tabl=
e-lspace: 0pt; mso-table-rspace: 0pt; font-family: -apple-system, system-ui=
, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Fira Sans', Ub=
untu, Oxygen, 'Oxygen Sans', Cantarell, 'Droid Sans', 'Apple Color Emoji', =
'Segoe UI Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Lucida Grande', Hel=
vetica, Arial, sans-serif; font-size: 16px; line-height: 1.5; color: #28282=
8;"> <div data-test-id=3D"publishing-text-block"> <h2 data-test-id=3D"publi=
shing-text-block-h1" class=3D"font-bold m-0 text-lg text-system-gray-90 py-=
1 leading-regular" style=3D"margin: 0px; padding-top: 8px; padding-bottom: =
8px; font-size: 20px; font-weight: 600; line-height: 1.25; color: #282828;"=
> <br> </h2> </div> <div data-test-id=3D"publishing-text-block"> <p class=
=3D"m-0 mt-1.5 text-md leading-open" style=3D"font-weight: 400; margin: 0px=
; margin-top: 12px; font-size: 16px; line-height: 1.5;"> <span class data-t=
est-id=3D"little-text-block">A few months ago, a CISO told me something tha=
t sounded funny=E2=80=A6 until it didn=E2=80=99t.</span> </p> </div> <div d=
ata-test-id=3D"publishing-text-block"> <blockquote class=3D"block my-3 mx-0=
 py-0 pr-0 pl-1.5 leading-open not-italic text-cool-gray-80 text-lg font-bo=
ld font-sans border-solid border-0 border-l-4 border-l-system-gray-80" data=
-test-id=3D"publishing-text-block-blockquote" style=3D"margin-left: 0px; ma=
rgin-right: 0px; margin-top: 24px; margin-bottom: 24px; display: block; bor=
der-width: 0; border-left-width: 4px; border-style: solid; border-left-colo=
r: #424242; padding-top: 0px; padding-bottom: 0px; padding-left: 12px; padd=
ing-right: 0px; font-family: -apple-system, system-ui, BlinkMacSystemFont, =
'Segoe UI', Roboto, 'Helvetica Neue', 'Fira Sans', Ubuntu, Oxygen, 'Oxygen =
Sans', Cantarell, 'Droid Sans', 'Apple Color Emoji', 'Segoe UI Emoji', 'Seg=
oe UI Emoji', 'Segoe UI Symbol', 'Lucida Grande', Helvetica, Arial, sans-se=
rif; font-size: 20px; font-weight: 600; font-style: normal; line-height: 1.=
5; color: #38434f;"> <p class=3D"m-0 text-md leading-regular font-medium" s=
tyle=3D"margin: 0px; font-size: 16px; font-weight: 500; line-height: 1.25;"=
> <span class=3D"font-[700]" data-test-id=3D"little-text-block" style=3D"fo=
nt-weight: 700;">We didn=E2=80=99t roll out AI. AI rolled itself out.</span=
> </p> </blockquote> </div> <div data-test-id=3D"publishing-text-block"> <p=
 class=3D"m-0 mt-1.5 text-md leading-open" style=3D"font-weight: 400; margi=
n: 0px; margin-top: 12px; font-size: 16px; line-height: 1.5;"> <span class =
data-test-id=3D"little-text-block">He meant the usual pattern. A business t=
eam found a shiny chatbot. Someone pasted customer text into it =E2=80=9Cju=
st to summarise.=E2=80=9D Another team plugged a plug-in into their CRM. A =
vendor quietly added =E2=80=9CAI powered=E2=80=9D to a feature you were alr=
eady paying for. Then your board asked a simple question:</span> </p> </div=
> <div data-test-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1.5 text-=
md leading-open" style=3D"font-weight: 400; margin: 0px; margin-top: 12px; =
font-size: 16px; line-height: 1.5;"> <span class data-test-id=3D"little-tex=
t-block">=E2=80=9CSo=E2=80=A6 are we using AI?=E2=80=9D</span> </p> </div> =
<div data-test-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1.5 text-md=
 leading-open" style=3D"font-weight: 400; margin: 0px; margin-top: 12px; fo=
nt-size: 16px; line-height: 1.5;"> <span class data-test-id=3D"little-text-=
block">And you had that awkward pause where you </span><span class=3D"itali=
c" data-test-id=3D"little-text-block" style=3D"font-style: italic;">technic=
ally</span><span class data-test-id=3D"little-text-block"> know the answer =
is =E2=80=9Cyes,=E2=80=9D but you can=E2=80=99t say </span><span class=3D"f=
ont-[700]" data-test-id=3D"little-text-block" style=3D"font-weight: 700;">w=
here</span><span class data-test-id=3D"little-text-block">, </span><span cl=
ass=3D"font-[700]" data-test-id=3D"little-text-block" style=3D"font-weight:=
 700;">how</span><span class data-test-id=3D"little-text-block">, and </spa=
n><span class=3D"font-[700]" data-test-id=3D"little-text-block" style=3D"fo=
nt-weight: 700;">with what data</span><span class data-test-id=3D"little-te=
xt-block"> without doing a small internal investigation.</span> </p> </div>=
 <div data-test-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1.5 text-m=
d leading-open" style=3D"font-weight: 400; margin: 0px; margin-top: 12px; f=
ont-size: 16px; line-height: 1.5;"> <span class data-test-id=3D"little-text=
-block">If that sounds familiar, you=E2=80=99re not behind. You=E2=80=99re =
normal.</span> </p> </div> <div data-test-id=3D"publishing-text-block"> <p =
class=3D"m-0 mt-1.5 text-md leading-open" style=3D"font-weight: 400; margin=
: 0px; margin-top: 12px; font-size: 16px; line-height: 1.5;"> <span class d=
ata-test-id=3D"little-text-block">The bigger issue is this: AI doesn=E2=80=
=99t fail like a firewall fails. It fails like a </span><span class=3D"ital=
ic" data-test-id=3D"little-text-block" style=3D"font-style: italic;">decisi=
on</span><span class data-test-id=3D"little-text-block"> fails. Quietly. At=
 scale. Sometimes with a smiley interface.</span> </p> </div> <div data-tes=
t-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1.5 text-md leading-open=
" style=3D"font-weight: 400; margin: 0px; margin-top: 12px; font-size: 16px=
; line-height: 1.5;"> <span class data-test-id=3D"little-text-block">So wha=
t do you do when the risk is not only =E2=80=9Cbreach=E2=80=9D but also =E2=
=80=9Cbad judgement repeated 10,000 times=E2=80=9D?</span> </p> </div> <div=
 data-test-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1.5 text-md lea=
ding-open" style=3D"font-weight: 400; margin: 0px; margin-top: 12px; font-s=
ize: 16px; line-height: 1.5;"> <span class data-test-id=3D"little-text-bloc=
k">That=E2=80=99s where an AI Management System starts to matter.</span> </=
p> </div> <div data-test-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1=
.5 text-md leading-open" style=3D"font-weight: 400; margin: 0px; margin-top=
: 12px; font-size: 16px; line-height: 1.5;"> <span class data-test-id=3D"li=
ttle-text-block">Not as a buzzword. Not as a poster. As a way to run AI lik=
e you run safety, quality, and security: with clear ownership, repeatable c=
hecks, and evidence that you can show when someone asks, =E2=80=9CProve it.=
=E2=80=9D</span> </p> </div> <div data-test-id=3D"publishing-text-block"> <=
p class=3D"m-0 mt-1.5 text-md leading-open" style=3D"font-weight: 400; marg=
in: 0px; margin-top: 12px; font-size: 16px; line-height: 1.5;"> <span class=
 data-test-id=3D"little-text-block">And yes, ISO/IEC 42001 is built exactly=
 for that.</span> </p> </div> <div data-test-id=3D"publishing-text-block"> =
<h3 class=3D"m-0 text-md text-system-gray-90 pt-1 pb-0.5 leading-regular fo=
nt-bold" data-test-id=3D"publishing-text-block-h2" style=3D"margin: 0px; pa=
dding-bottom: 4px; padding-top: 8px; font-size: 16px; font-weight: 600; lin=
e-height: 1.25; color: #282828;"> <span class data-test-id=3D"little-text-b=
lock">AI is not =E2=80=9Cjust another app,=E2=80=9D and you know it</span> =
</h3> </div> <div data-test-id=3D"publishing-text-block"> <p class=3D"m-0 m=
t-1.5 text-md leading-open" style=3D"font-weight: 400; margin: 0px; margin-=
top: 12px; font-size: 16px; line-height: 1.5;"> <span class data-test-id=3D=
"little-text-block">Here=E2=80=99s the thing. We=E2=80=99ve all done this m=
ove before.</span> </p> </div> <div data-test-id=3D"publishing-text-block">=
 <p class=3D"m-0 mt-1.5 text-md leading-open" style=3D"font-weight: 400; ma=
rgin: 0px; margin-top: 12px; font-size: 16px; line-height: 1.5;"> <span cla=
ss data-test-id=3D"little-text-block">A new tech wave arrives, teams scramb=
le, and security gets told: =E2=80=9CPlease review.=E2=80=9D</span> </p> </=
div> <div data-test-id=3D"publishing-text-block"> <p class=3D"m-0 mt-1.5 te=
xt-md leading-open" style=3D"font-weight: 400; margin: 0px; margin-top: 12p=
x; font-size: 16px; line-height: 1.5;"> <span class data-test-id=3D"little-=
text-block">We did it with cloud. We did it with mobile. We did it with Saa=
S sprawl. The playbook was messy, but it existed.</span> </p> </div> <span>=
...</span> </td> </tr> <tr> <td class=3D"pt-2 no-underline" style=3D"-webki=
t-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt=
; mso-table-rspace: 0pt; padding-top: 16px; text-decoration-line: none;"> <=
table role=3D"presentation" valign=3D"top" border=3D"0" cellspacing=3D"0" c=
ellpadding=3D"0" width=3D"100%" class=3D"email-button series-content-previe=
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ust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0pt; mso-table-rsp=
ace: 0pt;"> <tbody> <tr> <td valign=3D"middle" align=3D"left" style=3D"-web=
kit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace: 0=
pt; mso-table-rspace: 0pt;"> <a href=3D"https://www.linkedin.com/comm/pulse=
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ion" valign=3D"top" border=3D"0" cellspacing=3D"0" cellpadding=3D"0" width=
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ter; font-size: 16px; font-weight: 600; cursor: pointer; text-decoration-li=
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text-color-brand" style=3D"color: #0a66c2; text-decoration-line: none;"> Ke=
ep reading on LinkedIn </span> </a> </td> </tr> </tbody> </table> </a> </td=
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> </table> </td> </tr> </tbody> </table> </td> </tr> </tbody> </table> </di=
v> </td> </tr> <tr> <td class=3D"bg-color-background-canvas p-3" style=3D"-=
webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%; mso-table-lspace=
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table role=3D"presentation" valign=3D"top" border=3D"0" cellspacing=3D"0" c=
ellpadding=3D"0" width=3D"100%" class=3D"text-xs" style=3D"-webkit-text-siz=
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