Practice area

Risk & Integrity

One practice covering trust and safety, platform integrity, responsible AI, policy and enforcement, investigations and risk intelligence — prevention through to resolution.

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Capabilities

Capability 01

Digital Trust & Safety

Content, policy, safety and responsible digital systems — how what you publish, host or promote behaves against platform rules and audience expectation.

Content and claim review
Platform policy mapping
Brand and audience safety
Content integrity
Digital harms assessment
Moderation frameworks and thresholds
Responsible platform behaviour

Capability 02

Platform Integrity & Risk Resolution

Integrity is an end-to-end system, not a fire drill. The work spans prevention, enforcement, investigation, escalation, remediation and reducing recurrence — before, during and after an issue lands.

Restrictions, suspensions and takedowns
Disapprovals and recommendation eligibility
Account integrity and account compromise
Investigations and case construction
Appeals, escalations and enforcement engagement
Remediation and root-cause resolution
Recurrence reduction and control design

Capability 03

Responsible AI

A practical position on how your organisation adopts AI: where it creates leverage, where it creates exposure, and the controls that keep the two apart.

Responsible AI strategy
AI governance structures and ownership
AI risk identification and assessment
Responsible implementation standards
Adoption and workflow considerations
Organisational AI exposure mapping

Capability 04

Policy & Enforcement

Reading platform rules the way enforcement systems actually apply them — and building an internal interpretation your teams can operate against.

Community Guidelines
Advertising Policies
Transparency Centers
Third-party fact-checking (3PFC)
Enforcement systems and signals
Restrictions, takedowns and appeals
Escalation pathways
Policy interpretation
Recommendation eligibility

Capability 05

Investigations & Account Integrity

Structured investigation of what happened to an account, an asset or an ecosystem — with the evidence trail needed to resolve it.

Account compromise
Suspicious behaviour analysis
Impersonation
Account integrity assessment
Investigations and evidence handling
Escalation of integrity cases
Abuse pattern identification

Capability 06

Research & Risk Intelligence

A commissioned research capability: structured intelligence on platform change, emerging integrity issues and abuse patterns relevant to your operating environment.

Risk research
Platform developments monitoring
Structured intelligence work
Written reports and briefings
Investigations
Threat and abuse pattern analysis
Emerging integrity issues

Ecosystems

Integrity Across Digital Ecosystems

Integrity, abuse, policy and risk issues arise across many kinds of digital products and platforms — not only social media. The shape of the issue changes with the environment.

Social, Content & Community Platforms

Potential issues may include

content moderation
harmful or misleading content
misinformation
spam and coordinated abuse
harassment and impersonation
community governance and moderator operations
account integrity
recommendation and distribution integrity
enforcement and appeals
advertising policy and manipulation
synthetic media, deepfakes and AI-generated misinformation
authenticity and provenance

Examples of platforms in this category include Meta, TikTok, YouTube, Twitch, Reddit, Discord, X, etc.

Commerce & Marketplace Platforms

Potential issues may include

counterfeit and pirated goods
intellectual-property infringement
prohibited or restricted listings
fraudulent sellers and seller abuse
phishing and fraudulent transactions
fake or manipulated reviews
marketplace integrity
seller and account enforcement
synthetic merchant identities
AI-assisted fraud

Examples of platforms in this category include Amazon, Shopee, Lazada, TikTok Shop, etc.

Fintech & Payment Platforms

Potential issues may include

payment fraud and merchant abuse
suspicious transactions
account restrictions
chargebacks and payment disputes
identity problems and payment integrity
financial-risk controls
fraudulent onboarding and account compromise
synthetic identities
AI-enabled scams and deepfake-enabled social engineering
automated fraud

Examples of platforms in this category include Stripe, Wise, PayPal and other payment platforms.

Cloud, Enterprise & Identity Platforms

Potential issues may include

account compromise and credential abuse
access integrity and permissions problems
identity abuse
spam and abuse of legitimate infrastructure
fraudulent activity
malicious use of cloud services
access failures
product regressions that create integrity exposure
synthetic identities and AI-assisted phishing
malicious automated activity

Examples of platforms in this category include AWS, Microsoft, Google Cloud and other cloud, infrastructure and identity environments.

B2B & Enterprise SaaS Platforms

Potential issues may include

compromised administrator accounts
fraudulent organisations and impersonation
phishing and spam
fraudulent onboarding and subscription abuse
partner or reseller abuse
abusive integrations and API misuse
permissions problems and insider misuse
misuse of legitimate business tooling
AI-assisted phishing and synthetic business identities
automated abuse

Examples of platforms in this category include Microsoft 365, Google Workspace, Salesforce, Slack, Zoom, etc.

Online-to-Offline Platforms

Potential issues may include

fake identities and account abuse
payment integrity and fraud
user or provider abuse
marketplace abuse and enforcement
safety incidents
identity disputes
online behaviour creating offline harm or economic consequences
synthetic identity abuse and AI-enabled impersonation

Examples of platforms in this category include Grab, Gojek, Airbnb, etc.

Streaming & Digital Media Platforms

Potential issues may include

credential abuse and account compromise
fraudulent subscriptions and payment fraud
piracy and content theft
fake applications and phishing
bot activity and promotional abuse
access circumvention
copyright, licensing and media rights
synthetic media, AI-generated content and voice cloning
rights and provenance issues

Examples of platforms in this category include Netflix, Prime Video, Max/HBO, Spotify, etc.

Apps, Gaming & Developer Ecosystems

Potential issues may include

fake or malicious apps
bots, spam and fraud
cheating, account theft, selling and boosting
virtual-item fraud and virtual economies
abusive developers and malicious integrations
API abuse and platform manipulation
toxic behaviour and harassment
child and teen safety
in-game payment abuse
user-generated content abuse
AI-generated abuse and synthetic identities
deepfake or voice-cloning misuse
automated cheating and manipulation

Dating & Social Discovery Platforms

Potential issues may include

fake profiles and catfishing
romance scams and impersonation
harassment, stalking and coercive behaviour
age-related safety
bot activity
subscription and payment abuse
account compromise
offline safety and identity integrity
synthetic identities, deepfake imagery and AI-generated personas
voice cloning and AI-assisted romance scams

Examples of platforms in this category include Tinder, Bumble, Hinge, Grindr, Coffee Meets Bagel, etc.

Named companies are cited only as recognisable examples of platform categories. They do not indicate affiliation, endorsement or any client relationship.

Cross-cutting domains

Risk does not stay in one category

The same underlying risks surface across very different ecosystems. These are the domains the work keeps returning to.

Content & Information Integrity

harmful, misinformation and manipulated content
moderation and distribution integrity
synthetic media, deepfakes and AI-generated misinformation
authenticity and provenance

Account & Identity Integrity

account compromise and credential abuse
impersonation and fake accounts
identity fraud and access integrity
synthetic identities and deepfake-enabled impersonation

Fraud & Financial Integrity

payment fraud and merchant abuse
chargebacks and fraudulent transactions
subscription abuse and financial scams
AI-enabled scams, automated fraud and social engineering

Commerce & Marketplace Abuse

counterfeits, piracy and prohibited goods
fake listings and seller abuse
review manipulation
synthetic merchant identities and AI-generated deceptive content

Platform & Infrastructure Abuse

spam, bots and malicious apps
abusive automation and API abuse
cloud and infrastructure abuse
malicious integrations and automated exploitation

Policy & Enforcement

Community Guidelines and Advertising Policies
restrictions, suspensions and takedowns
recommendation eligibility
appeals, escalations and enforcement consistency
policy responses to synthetic media and AI-generated abuse

Enterprise & Business Abuse

compromised administrators and fake businesses
partner or reseller abuse
fraudulent onboarding and permissions misuse
abuse of enterprise products
synthetic business identities and AI-assisted phishing

Online-to-Offline Integrity

identity problems with real-world consequences
marketplace safety
host/guest or rider/driver abuse
offline fraud and safety implications originating online
AI-enabled impersonation creating offline harm

Privacy & Data Protection

privacy, personal data and consent
data collection, use and retention
user rights and cross-border considerations
privacy-by-design
GDPR, Singapore PDPA, CCPA/CPRA and other regional regimes

Intellectual Property & Rights

copyright, trademarks and counterfeiting
piracy, DMCA and notice-and-takedown
rights-holder complaints and repeat infringement
music rights, licensing and UGC rights
creator and brand IP
synthetic media rights, voice and likeness, provenance

AI-Enabled Abuse & Synthetic Media

deepfakes, synthetic impersonation, voice and face cloning
AI-generated scams and AI-assisted phishing
synthetic identities and automated fraud
manipulated media and malicious generative content
abuse of generative AI tools
authenticity, provenance and automated manipulation at scale

Digital Regulation & Platform Governance

online safety regulation and platform accountability
AI and privacy regulation
transparency and reporting obligations
advertising regulation and consumer protection
marketplace and intermediary obligations
age assurance and child safety
cross-border regulatory developments

Child & Teen Safety / Age Assurance

minors, age-gating and age assurance
youth privacy and age-appropriate design
grooming and exploitation risks
parental-consent considerations
advertising to minors and enhanced safeguards
synthetic media risks involving minors

Gaming & Virtual Economy Integrity

cheating, bots and boosting
account selling and stolen accounts
virtual-item fraud and real-money trading
scams, moderation and harassment
virtual economies and payment abuse
AI-assisted cheating and automated manipulation

Advertising & Commercial Integrity

misleading claims and prohibited products
influencer disclosure and branded content
ad policy and deceptive practices
affiliate abuse and commercial claims
regulatory and platform-policy overlap
AI-generated advertising, synthetic and deepfake endorsements

Safety-by-Design / Product Abuse

spam vectors and abusive APIs
recommendation manipulation
fraudulent onboarding and malicious automation
loopholes and unintended feature exploitation
regressions creating integrity exposure
generative AI features used for abuse at scale

In practice

What this can look like in practice

A problem often appears operational on the surface while the underlying cause sits in integrity, policy, abuse, identity, payments, AI-enabled abuse or platform systems.

A campaign stops delivering with no obvious explanation
A business payment account or payment provider becomes restricted
A product, seller or service listing is removed
An enforcement decision affects sales, reach or monetisation
A compromised account disrupts operations or revenue
Spam, fake reviews or impersonation distort trust
Chargebacks or payment disputes begin escalating
Counterfeit or impersonating products and accounts appear
Users exploit a feature or workflow in a way the business did not anticipate
A fake or malicious version of an app, profile or service appears
A deepfake, synthetic profile or voice clone impersonates a person or organisation
AI-generated scams or phishing begin targeting customers, employees or users
Teams cannot determine which policy, system or enforcement mechanism caused the issue

Specialist Applications

Specialist application

For creators & public-facing professionals

High-reach creators, KOLs and public-facing professionals often operate like significant digital businesses, with the same platform-integrity exposure and commercial consequences.

account compromise
impersonation and fraudulent profiles
synthetic identities and deepfakes
voice cloning and AI-generated impersonation
monetisation restrictions
content takedowns
recommendation and distribution issues
copyright and IP disputes
music rights
scams
payment or payout issues
account enforcement
appeals and escalation
platform policy confusion

Not sure what you're dealing with?

Complex digital problems do not always fit neatly into one category. Researcheo can help identify what is happening, where the underlying issue sits and what options are available.

Talk to Researcheo