Front Door Theory™
A risk exposure framework that governs liability at the point it forms, not the point it becomes a claim.
The Structural Gap That Litigation Is Now Exposing
Most Trust and Safety models are built around enforcement. They ask whether content violates policy, whether an account should be suspended, how quickly a report can be resolved.
These questions matter. But they engage at the wrong point in the risk lifecycle.
By the time content is flagged or a policy breach is detected, a sequence of events has already run its course. An account was created. Early behavioural signals were missed. Interaction patterns escalated without intervention. Harm reached a point where moderation became the only remaining option.
This is not a failure of moderation. It is a structural gap.
Downstream controls inherit risk that has already compounded. Front Door Theory addresses what happens before that point.
What This Means in Practice
Platforms & Digital
Earlier risk identification, reduced incident severity, and lower downstream costs. Defensible governance.
Insurers & Risk
he pre-loss intelligence underwriters need to assess design-based platform liability before placement. An audit result that tells you what you are actually writing.
Regulators & Public
The under-16 ban establishes that platforms have not done enough. Front Door Theory establishes what enough actually looks like, and produces the independent evidence to prove it.
“The question is not whether your platform has policies. The question is where in your system risk is actually being governed.”
— Emma Parfitt, Founder
Traditional Trust & Safety
“Does this content break our rules?”
Enforcement-led. Designed to detect violations, action reports, and suspend accounts. Engages after harm has formed. Visible, auditable, necessary.
But downstream. The risk that reaches it has already compounded.
Front Door Theory
“Is this interaction safe to continue?”
Architecture-led. Designed to identify risk signals at the point of entry: account creation, identity indicators, early behaviour patterns.
Intervenes before harm escalates to the point where moderation is the only remaining option.
Five Principles. One Framework.
Risk Enters Systems Early
Decisions are effective before harm is explicit.
Systems that wait for content violations are responding to symptoms, not causes. The most consequential moments happen at the front door.
Patterns Over Events
A single message is ambiguous. A pattern rarely is.
Effective risk governance requires interpreting behavioural sequences: connection requests, escalating dynamics. Flagging isolated violations is not enough.
Escalation Is Designed
Clear thresholds are the architecture.
Many systems fail because escalation is unclear, inconsistent, or dependent on individual interpretation. The path from signal to response must be built.
Human Judgement Matters
Automation supports. It does not replace.
Front Door Theory defines where automation stops and human responsibility begins. ‘Human-in-the-loop’ must exist in practice, not only documentation.
Risk Governance is Infrastructure
Policies describe intent. Infrastructure determines outcomes.
isk governance is an engineering and design challenge. It must be embedded in platform architecture from entry, not added afterward as a compliance layer.
Ready to know what your exposure actually looks like?
If you are placing coverage for digital platforms or carrying the exposure, start the conversation before a claim tells you what your system missed.