Industry & Specialised department
Trust, safety and fraud operations, run as a department
Platforms and online businesses carry risks that grow with every new user: fake accounts, fraudulent orders, harmful content and chargebacks. Nexoryl runs review operations as a managed department, remotely inside your admin and risk tools, applying your policies consistently and escalating anything that needs your decision.
The first button opens an email to info@nexoryl.com.
You bring
- Your policies and risk thresholds
- Access to review queues and tools
- Escalation contacts for serious cases
Nexoryl runs
- Content moderation
- Fraud review
- Chargebacks
- KYC review
- Appeals
You get
- Queues cleared within agreed times
- Decisions consistent with your policy
- Trends reported before they become losses
- Operating model
- A managed review department with decision guides, quality sampling, calibration and weekly trend reports.
- Delivery model
- Remote. Reviews happen in your admin tools, moderation queues and payment dashboards, with role-based access.
- Usual starting scope
- One queue, such as order fraud review or content moderation, with agreed turnaround and accuracy checks.
- Typical roles
- A trust and safety lead, review analysts and a quality analyst.
- Runs inside
- Your admin tools, fraud tools such as Stripe Radar or Sift, payment dashboards and moderation queues.
- Engagement
- A queue assessment and a calibrated pilot, then a monthly retainer.
Overview
What are trust and safety operations?
Trust and safety operations are the review work that protects a platform and its users: moderating content, reviewing suspicious accounts and orders, handling chargebacks, checking identity documents and handling appeals.
Automated rules catch the obvious cases. The rest needs people applying a written policy consistently and quickly, with a clear path to escalate anything serious.
Nexoryl model
What does Nexoryl's Fraud / Risk / Trust department do?
It runs your review queues: moderating content, reviewing flagged orders and accounts, preparing chargeback responses, checking KYC documents, handling appeals and reporting fraud and abuse trends, all to your policies.
Policy decisions, legal reporting and final calls on high-risk or regulated cases stay with your team. Detection rules and automation can be built with AI & Automation.
- Responsible for
- Content moderation, fraud and account review, chargeback and dispute handling, KYC document review support, appeals and trend reporting.
- Not included
- Setting policy without your approval, law-enforcement liaison, final decisions on regulated due diligence, and on-site investigations.
- Connects to
- Customer Support, AI & Automation, Data & Analytics and Marketplace Operations.
Review queues
What gets reviewed, and when it's escalated.
Each queue has its own decision guide and escalation threshold, agreed with you before work starts.
| Queue | What gets reviewed | Typical decision | Escalated when |
|---|---|---|---|
| Content moderation | Posts, listings, images and messages | Approve, remove or restrict to policy | Threats, illegal content or legal risk |
| Order fraud | Orders flagged by rules or risk scores | Approve, cancel or request verification | High-value orders or repeat patterns |
| Account review | New or suspicious accounts | Approve, verify or restrict | Organised abuse or regulatory concern |
| Chargebacks | Disputes raised through card networks | Compile evidence or accept | Amounts above your threshold |
| KYC document review | Identity and business documents | Findings passed to your decision-maker | Mismatches, suspected forgery or sanctions matches |
| Appeals | Users contesting a decision | Uphold or reverse under policy | Policy gaps or repeated appeals |
Where review operations fail
Four problems that let risk through.
Rules and tools only work if the human review behind them is fast and consistent.
Queues that overflow
- Shows up as
- Flagged orders wait so long that good customers cancel.
- We look at
- Queue volumes, turnaround and peak times.
- What changes
- Coverage sized to volume, with agreed turnaround times.
Inconsistent decisions
- Shows up as
- Two reviewers make opposite calls on the same case.
- We look at
- Policy clarity and reviewer guidance.
- What changes
- Decision guides, calibration sessions and quality sampling.
Chargebacks lost by default
- Shows up as
- Disputes expire without evidence submitted.
- We look at
- Dispute deadlines and the evidence available.
- What changes
- A dispute queue worked before deadlines, using evidence templates.
Patterns spotted too late
- Shows up as
- Fraud rings noticed only after the losses.
- We look at
- Reporting on fraud and abuse types.
- What changes
- Weekly trend reports that feed your rules and policies.
What the department covers
Trust, safety and fraud services.
Human review to your policies, with quality controls built in.
Content moderation
Harmful content handled consistently.
- Text, image and listing review
- Policy enforcement actions
- Escalation of serious harm
- Moderator wellbeing practices
Fraud and order review
Good orders approved, bad ones stopped.
- Flagged order review
- Verification requests
- Feedback on rules and scores
- Fraud pattern logging
Account review
Fake and abusive accounts caught early.
- New account checks
- Suspicious activity review
- Restrictions to policy
- Linked account investigation
Chargebacks and disputes
Disputes answered before deadlines.
- Evidence compilation
- Responses submitted on time
- Win and loss tracking
- Prevention feedback
KYC and verification support
Document checks for your decision-makers.
- Document checks
- Data matching
- Findings for your decision-maker
- Periodic re-review queues
Appeals and quality
Fair outcomes and fewer errors.
- User appeals
- Quality sampling
- Reviewer calibration
- Policy gap reporting
How remote delivery works
How a review operations engagement runs.
Reviewers are calibrated against your own decisions before they work a queue independently.
Step 1: Policies and thresholds
Your policies, risk thresholds and escalation contacts confirmed.
Step 2: Set up
Queues, access, decision guides and the escalation matrix configured.
Step 3: Calibrate
A pilot period with double review against your team's decisions.
Step 4: Operate
Queues worked within agreed hours, with quality sampling.
Step 5: Report and refine
Weekly trends and monthly reviews of policy gaps and accuracy.
Reviewers apply your policies. Anything outside policy, involving a threat to safety, or with legal implications is escalated immediately to your named contact.
Scope and boundaries
What's included, and what stays with you.
Nexoryl reviews and recommends within your policy. You set the policy and make the regulated calls.
Included
- Content moderation to your policies
- Fraud, order and account review
- Chargeback evidence and submissions
- KYC document review support
- Appeals handling
- Trend reporting and quality sampling
Not included
- Final decisions on regulated customer due diligence
- Law-enforcement liaison or legal reporting
- On-site investigations
- Writing or changing policy without your sign-off
- Guaranteed fraud loss reduction
What you provide
- Written policies and risk thresholds
- Role-based access to review tools
- Escalation contacts during coverage hours
- Data protection terms for user data
Tools and platforms
Where the work happens.
In your existing risk, payment and moderation tools.
- Fraud and payments
- Stripe RadarSignifydRiskifiedSiftYour payment dashboards
- Moderation
- Your admin toolsModeration classifiersTicketing queues
- Identity verification
- OnfidoPersonaSumsubYour onboarding tools
- Case management
- ZendeskJiraYour internal tools
Named as examples of tools we work in. They don't imply a partnership or certification.
Measurement
How a trust and safety department is measured.
Speed and accuracy together, checked through quality sampling every week.
Speed
- Queue turnaround
- Backlog age
- Turnaround targets met
Accuracy
- Decision accuracy from quality sampling
- Reversals on appeal
- Calibration agreement
Outcomes
- Chargeback win rate
- Fraud caught before goods or services are delivered
- Repeat abuse rate
Insight
- Trends reported
- Rule changes made from feedback
- Policy gaps closed
These are measurement categories, not promised figures.
Who does the work
The people reviewing your queues.
Sized to queue volume, coverage hours and the languages your users write in.
Trust and Safety Lead
Owns decision guides, escalations and weekly trend reporting.
Review Analysts
Work queues to your policies and document every decision.
Quality Analyst
Samples decisions, runs calibration and reports accuracy.
A good fit when
- Review queues overflow at peak times
- Reviewers make inconsistent decisions
- Chargebacks are lost because evidence isn't submitted
- Fraud patterns are spotted only after losses
Probably not the right fit when
- You need someone to make regulated due diligence decisions for you
- You need on-site investigations
- You have no written policy and want one imposed
Ways to start
Three ways to begin.
A calibrated pilot on one queue shows accuracy against your own decisions.
Queue assessment
Volumes, turnaround, policies and accuracy reviewed, with a staffing plan.
Pilot queue
One queue run with double review against your decisions.
Managed department
Ongoing review operations on a monthly retainer.
Fees depend on queue volumes, coverage hours and languages, and are agreed after the assessment.
Questions
Questions about trust, safety and fraud operations.
If your question isn't here, email us. Most answers depend on your policies and queue volumes.
What do trust and safety operations include?
Content moderation, fraud and account review, chargeback handling, KYC document review support, appeals and trend reporting, all applied to your written policies.
Can trust and safety work be done remotely?
Yes. Review queues, risk tools and payment dashboards are all online, and access is role-based and removable at any time.
Who makes the final decision on high-risk cases?
Your team. Reviewers apply your policy within agreed thresholds and escalate anything outside it, including regulated due diligence decisions.
How do you keep decisions consistent?
With written decision guides, a calibration pilot against your team's decisions, regular calibration sessions and weekly quality sampling.
Can you handle chargebacks?
Yes. Evidence is compiled and responses submitted before deadlines, with win and loss tracking and prevention feedback.
How do you look after moderators exposed to harmful content?
Through rotation, exposure limits, access to support and the option to step away from distressing queues, agreed as part of setting up moderation work.
Do you work with law enforcement?
No. Cases that may need law-enforcement involvement are escalated to your named contact, who decides what to report.
What do you need from us to start?
Written policies and thresholds, access to your review tools, escalation contacts, and data protection terms for user data.
Next step
Keep your platform safe without overloading your team.
Tell us which queues are growing and where decisions are inconsistent. We'll assess them and propose a calibrated pilot.