Compliance
KYC Screening With Open-Source Intelligence: Balancing Risk Detection, Client Privacy

This article addresses a paradox for banks and other wealth management players undertaking KYC tasks – how to use open web searches effectively while also protecting client confidentiality?
The following article comes from smartKYC, an advanced
enterprise solution for know-your-client due diligence
automation. It addresses the demand of being able to dig out
the data one needs to carry out KYC checks – a major issue in the
world’s banking and wealth management industry – without
trampling over legitimate privacy concerns.
The editors are pleased to share this content; the usual
editorial disclaimers apply to views of outside contributors.
Email tom.burroughes@wealthbriefing.com
and amanda.cheesley@clearviewpublishing.com
if you have any questions.
For private banks and wealth managers, Know Your Customer (KYC)
screening is no longer a regulatory checkbox, it has become a
cornerstone of responsible client onboarding and ongoing due
diligence.
Among the many tools at their disposal, open-source intelligence
(OSINT), publicly available that information from the internet,
has become indispensable. Adverse media screening helps uncover
early warning signs of reputational, legal, or regulatory risk
before they crystallise into major issues.
Yet, in practice, many institutions face a difficult paradox: how
do you leverage open web searches effectively while protecting
client confidentiality? In some jurisdictions, even entering a
client’s name into a search engine like Google may be considered
a breach of privacy law. The challenge is clear: banks must
screen without leaving a digital footprint that could expose
their client relationships.
The role of OSINT in KYC screening
Open-source intelligence (OSINT) broadly refers to any
information that can be legally accessed from publicly available
sources. In the context of KYC and due diligence, this mainly
includes:
-- Adverse media: News articles, blogs, NGO reports,
investigative journalism;
-- Watchlists and sanctions: Government and
regulator-maintained lists of restricted parties;
-- Corporate registries: Information on ownership,
directorship, and beneficial ownership; and
-- Court and legal filings: Data on litigation and
bankruptcy.
Adverse media has become a regulatory expectation. Bodies such as
the Financial Action Task Force (FATF), the European Banking
Authority (EBA), and the UK Financial Conduct Authority (FCA) all
encourage financial institutions to integrate adverse media
checks into their KYC programmes. Negative news can reveal
certain risks that no watchlist will capture, from corruption
allegations and ESG controversies to regulatory scrutiny or
reputational scandals.
For private banks and wealth managers working with high net worth
(HNW) and ultra-HNW clients, adverse media screening is critical.
These clients often have complex financial footprints,
international business interests, and public exposure, making
them more susceptible to reputational risk.
The privacy challenge: When searching becomes
risky
While OSINT is invaluable, its use introduces a lesser-discussed
risk: the digital imprint left behind by online searches. Every
time a client’s name is typed into a public search engine,
there’s potential for:
1. Search visibility: Search engine operators (e.g. Google,
Bing) log queries, potentially linking client names to your
institution’s IP address;
2. Data profiling: Third-party advertising ecosystems
tracking search queries, sometimes enriching datasets that
profile individuals and entities;
3. Jurisdictional risk: In strict banking secrecy
environments such as Switzerland, Luxembourg, or Monaco, even
revealing that a client is under review may constitute a legal
breach; and
4. Reputational exposure: If investigative journalists or
counterparties detect unusual search activity linked to a
name, it may draw attention before any formal action is
taken.
For wealth managers, who trade on discretion as much as returns,
the stakes could not be higher. The reputational damage from even
the appearance of a confidentiality breach could far outweigh the
risk they are trying to mitigate through screening.
Why anonymity matters in adverse media
screening
When it comes to screening, anonymity is both a legal and a
commercial imperative. Private banks and wealth managers must
ensure that:
Client names are never exposed unnecessarily
Searches do not leak to public search engines in a way that
reveals a client relationship.
Regulatory expectations are balanced with secrecy
laws
AML and KYC regulations demand adverse media screening, but
secrecy laws demand privacy. Institutions must navigate this
carefully.
Audit trails remain intact without creating external
risk
Compliance teams must be able to evidence that adverse media
checks were performed, but without leaving external
footprints.
This is why many institutions are moving away from reliance on
direct Google searches and towards specialised tools that
anonymise or proxy search activity.
Techniques for anonymising searches
To reduce the risk of leaving a digital footprint, compliance
teams can consider several approaches:
1. Proxy servers and VPNs
Using proxies or VPNs can mask the origin of a search, ensuring
that search engines such as Google cannot easily associate a
search query with a specific institution. However, this is only a
partial solution, search providers may still log queries
themselves.
2. Dedicated OSINT platforms
Purpose-built OSINT tools act as intermediaries, conducting
searches across multiple engines and sources without exposing
client names directly to the search providers. These platforms
often log the activity internally for audit purposes while
keeping external footprints hidden.
3. Federated search models
Instead of querying Google directly, federated search technology
aggregates results from multiple sources, often through licensed
data partnerships. This avoids reliance on a single search engine
and significantly reduces traceability.
4. Automated screening engines
Advanced adverse media solutions integrate directly into the KYC
process, using natural language processing (NLP) to extract
risk-relevant facts. These tools conduct anonymised searches at
scale, ensuring both coverage and confidentiality.
Balancing OSINT value with privacy
obligations
Private banks and wealth managers must walk a fine line:
-- Regulators expect thorough adverse media screening to
detect reputational and financial crime risks early; and
-- Clients expect absolute discretion, and in some
jurisdictions, the law requires it.
The solution lies in technology-enabled anonymity. By adopting
systems that screen effectively while masking client identifiers,
institutions can satisfy both sides of the equation. This balance
is critical when dealing with politically exposed persons (PEPs)
or clients from sensitive jurisdictions where adverse media risk
may be high, but the expectation of confidentiality is even
higher.
The risk of getting it wrong
Failing to manage anonymity properly can have serious
consequences:
-- Legal liability: In secrecy jurisdictions, even an
inadvertent disclosure may be prosecutable;
-- Regulatory sanctions: Regulators may penalise firms for inadequate screening, especially if adverse media was missed; and
-- Reputational harm: For private banks, reputation is
everything. A single slip can result in loss of client trust and
market standing.
Equally, under-screening or avoiding adverse media altogether
isn’t an option. Regulators expect it, auditors will look for it,
and counterparties assume it.
Towards safe and effective adverse media
screening
To future-proof their operations, private banks and wealth
managers should consider embedding the following best
practices:
1. Embed adverse media screening into onboarding and
ongoing monitoring. It should be a core component of
enhanced due diligence for HNW and UHNW clients.
2. Adopt technology that combines AI with anonymised
search. The most effective solutions extract and
categorise risk intelligence without leaking identifiers.
3. Ensure auditability and
explainability. Regulatory scrutiny is increasing under
frameworks such as the EU AI Act. Screening must be both
effective and explainable.
4. Train staff in operational secrecy. Even
with technology in place, human error (e.g. manually Googling a
client name) can undermine safeguards.
5. Align with ESG and reputational risk
expectations.
Screening should extend beyond financial crime to include ESG
controversies, which increasingly matter to regulators and
investors alike. For private banks and wealth managers,
adverse media screening using OSINT is essential, but so too is
protecting client confidentiality. In a sector built on
discretion, the way you search can matter just as much as what
you find.
AI-powered tools that anonymise searches, process multilingual
sources, and deliver explainable results at scale are quickly
becoming the industry standard. They allow institutions to comply
with regulatory expectations while upholding their duty of
confidentiality to clients.
In the end, effective KYC in private banking means screening
smarter, not louder, and uncovering the risks without leaving a
trace.
About smartKYC
smartKYC is the leading provider of AI-driven KYC screening and
monitoring solutions for private banks and wealth managers.
Designed to address the unique due diligence challenges of high
net worth clients, smartKYC combines advanced AI, multilingual
NLP and cultural nuance to deliver accurate, real-time risk
insights – from onboarding through to continuous
monitoring.
Critically, smartKYC enables anonymous, non-attributable
searching, ensuring that client names remain private and
protected – a key requirement in many jurisdictions. By
automating manual research and reducing false positives, smartKYC
empowers compliance and relationship teams to make faster,
smarter decisions while safeguarding reputational and regulatory
integrity.
To find out more visit www.smartkyc.com.