Agents Makers
Capability of Trust & Safety SpecialistDefault at launch

Fraud Signal Review

Reviews fraud flags and escalates severity-sensitive cases with context.

  • Activation complexity

    High

  • Time to activate

    14-18 days

  • Volume share

    15-20% of role volume

  • Impact range

    Daily review on schedule

Inherited pricing

€1.50 – €4.50 per Trust & Safety case handled

This capability inherits the Trust & Safety Specialist's pricing model. The role's launch fee + monthly retainer + role-level usage cover every capability under the role. Adding this capability to an active deployment does not change the price.

What this capability handles

How it works in detail.

Fraud Signal Review pulls fraud flags from connected signal platforms, applies threshold logic against cross-case context, resolves low-confidence flags, and escalates severity-sensitive cases to the reviewer with full pattern context.

Workflow summary

Pulls flags, applies thresholds, resolves low-risk, escalates severity.

Stages

  1. 01pull
  2. 02apply
  3. 03resolve
  4. 04escalate
  5. 05log

Decision logic

Uses signal thresholds, cross-case pattern recognition, and user-history context to decide auto-resolve, reviewer-confirm, or escalate.

Systems and data

{"fraud-signal platform","case management","user records",messaging}

{"fraud flags","signal thresholds","user history","cross-case patterns"}

Exceptions & human handoff

Severity-sensitive flags, cross-case patterns, and account-action candidates route to the reviewer with full context.

Severity-sensitive flag, cross-case pattern, or account-action candidate.

Readiness

Fraud-signal platform wired, thresholds agreed, user-history access current.

Owner on client side · Head of Trust & Safety

Impact contribution

20-30% of role impact is fraud-signal review cadence with escalation discipline.

Primary KPI · Fraud-flag review cadence · Daily review on schedule

When this capability shows up

Real-shape scenarios.

Patterns where fraud signal review is part of the launch set, with volume and pricing anchored to each company profile.

  • Two-sided marketplace with spiking dispute and report volume

    Marketplaces · 200-500

    700 / mo

    A 350-person two-sided marketplace runs 700 T&S cases a month. Reports pile up by end of week. Fraud flags age in the dashboard. Reviewers context-switch across ten surfaces.

    Trust & Safety Specialist activates report triage and fraud-signal review. Reports classify in minutes; fraud flags get reviewed daily; reviewers shift to policy-ambiguous and high-value work.

    Expected outcomes at this volume: report-handle time down 60-80%, fraud-flag review daily on schedule, reviewer hours recovered weekly.

    Monthly cost

    €1.1k€3.1k

    vs human anchor

    €3.7k€11k

    Savings

    03%

  • eCommerce platform with dispute and listing-quality volume

    eCommerce · 300-800

    1,500 / mo

    A 600-person eCommerce platform runs 1500 T&S cases a month across reports, disputes, listing audits, and fraud flags. Dispute cycles run 3-5 days. Listing-quality audits slip. Fraud review lags.

    Trust & Safety Specialist activates all four capabilities. Triage lands in minutes; disputes resolve with policy citations; listing audits run on cadence; fraud review runs daily.

    Expected outcomes: cycle-time reduction 50-65%, dispute cycle 50-70% faster, listing-audit coverage on schedule, fraud-flag review daily.

    Monthly cost

    €2.3k€6.8k

    vs human anchor

    €7.8k€24k

    Savings

    03%

  • Upper-mid marketplace with listing-quality and fraud pressure

    Marketplaces · 500-1000

    4,500 / mo

    A 700-person marketplace runs 4500 T&S cases a month across reports, listing-quality audits and fraud flags. Seasonal volume breaks coverage. Listing audits slip. Fraud flags sit in the dashboard overnight.

    Trust & Safety Specialist activates report triage, quality audit and fraud-signal review. Triage runs to policy in minutes; listing audits run on cadence; fraud flags get reviewed daily with context attached for reviewers.

    Expected outcomes: cycle-time reduction 50-65%, listing-audit coverage on schedule, fraud-flag review daily, reviewer hours recovered weekly.

    Monthly cost

    €6.8k€20k

    vs human anchor

    €23k€71k

    Savings

    03%

All scenarios and cost ranges come from the Trust & Safety Specialist role page.

Capability-specific integrations

Additional systems for Fraud Signal Review.

Beyond the Trust & Safety Specialist's base stack, this capability plugs into:

Activate Fraud Signal Review as part of a Trust & Safety Specialist deployment.

The chat opens with Trust & Safety Specialist and Fraud Signal Review pre-selected. You can add other capabilities during the conversation.