“Reports arrive faster than we can review them.”
Harmful content stays up while the queue grows.
Trust and Safety Operations
Trust and Safety is more than deleting bad posts. It is enforcing rules fairly, handling appeals, reviewing risky accounts and keeping records you can defend. We run it all with the discipline of a team that has done this for years.
- 09:12 Account flagged for repeated spam
- 09:20 Content reviewed · policy 4.2 applied
- 09:21 Account restricted · user notified
- 11:05 Appeal received
- 11:40 Appeal reviewed by senior · decision upheld
Full record kept for audit and policy review
Trust and Safety problems get louder as you grow
“Two reviewers gave different answers on the same case.”
Users lose faith when rules are applied unevenly.
“A regulator or partner asked how we decide. We could not show them.”
There is no record of the reasoning behind decisions.
We build the workflows, the records and the reporting so your decisions are consistent and easy to explain.
Decisions you can explain and defend
When a user, a partner or a regulator asks why an account was restricted, you need an answer. We record what was reviewed, which policy applied, who decided and what happened on appeal.
- Timestamped case history
- Policy reference for every action
- Senior review for appeals
Original decisionPost removed: harassment (policy 3.1)First reviewer: Moderator 14
User says“It was a joke between friends.”
Senior reviewer (not involved before)Decision overturned: context shows no targetingGuide example added
Trust and Safety workflows
Policy enforcement
Apply your rules to content, accounts and listings.
Account reviews
Check suspicious or reported accounts and profiles.
Appeals
Give users a fair second look by a senior reviewer.
Escalations
Route urgent or unclear cases to the right owner.
Incident records
Keep a clear record of what happened and why.
Policy feedback
Show your policy team where rules are unclear.
Every case makes the next decision better
We look for patterns in errors and appeals, then feed them back to your policy team. Clearer rules mean faster, fairer decisions.
Fairerdecisions
- 01Review
- 02Decide
- 03Document
- 04Appeal
- 05Calibrate
- 06Update guide
Led by people who have done this work
SenBPO’s founder has 12 years in content operations and Trust and Safety, including managing large moderation teams and reviewing outsourcing vendors. That experience shapes how we set up calibration, quality checks and well-being.
This is leadership experience from previous roles, not SenBPO client work.
Meet Phoebe Dinh
How we build a Trust and Safety operation
- Step 1
Map your risks
We list the harms that matter most to your product and how each reaches you.
Risk and queue map
- Step 2
Design the workflow
Queues, priorities, escalation paths and response times.
Workflow document
- Step 3
Staff and train
Reviewers are trained on your policy, tested and calibrated with your team.
Training and calibration records
- Step 4
Report and refine
Trends, appeals results and policy gaps reach you every month.
Monthly Trust and Safety report
Timings depend on volume and complexity. We agree them with you in writing before the pilot starts.
How decisions stay explainable
Decision recordsEach case links to the rule and the reviewer.
Appeals loopOverturned decisions feed back into training.
Team careStructured well-being support for reviewers.
Severity routingThe most serious cases are seen first and by senior staff.
Who benefits on your side
Trust and Safety lead
More capacity without losing consistency.
Legal and compliance
A traceable record of how rules were applied.
Executive sponsor
Clear reports on risk and response, in plain language.
Straight answers
Still have a question? Ask us directly.
Can you work in our internal tools?
Yes. We work inside your case management and moderation tools with role-based access.
Who handles appeals?
Senior reviewers who were not involved in the first decision.
Do you carry out investigations?
We review and route cases according to your policy. Deep investigations and legal decisions stay with your team.
Ready to build better operations
Tell us what you need to run, fix, or growWe will map out the right team and a pilot plan