Writing

Blog

Trust & Safety, content moderation, and the vendor industry. Written from the inside.

What separates a Trust & Safety vendor integration that works from one that doesn't

What to lock in before you sign, how to run a real integration rollout, and why staying close to your T&S vendor after signing matters more than buyers expect.

Read more →

What most buyers get wrong about Trust & Safety vendor POCs

How to run a T&S vendor POC that actually tells you something: what dataset to bring, what to score, how long to run, and the posture buyers get wrong.

Read more →

How to actually negotiate a Trust & Safety vendor contract

Pricing model archetypes, hidden line items in T&S vendor quotes, what's actually negotiable, and four questions that change every vendor conversation.

Read more →

Why your moderation vendor's pricing is shaped by their investors, not your needs

Five years on the vendor side of T&S reveals why pricing structures are shaped by investor dynamics, ARR targets, and working capital needs. Not by the cost of moderating your content.

Read more →