Identity and risk

Choose fraud-prevention technology around the risks and actions that matter.

Define the account, identity, device or transaction scenarios in scope before comparing signals, decision controls and review workflows.

When an evaluation is useful

  • Current rules or tools create excessive manual review without a shared view of priority risks.
  • A new product, payment method or market introduces different abuse scenarios and response needs.
  • Teams need to compare detection signals with explainability, workflow ownership and integration effort.

Evaluation frame

Connect detection to an operational response

A longer signal list is not a decision model. The evaluation needs to establish which risks matter, what data is legitimately available and who acts when a case is raised.

  1. 01Which account, identity, device or transaction scenarios are the priority?
  2. 02Which first-party and provider signals can inform a decision?
  3. 03How are rules, models and decisions explained and reviewed?
  4. 04How are false positives measured, challenged and adjusted?
  5. 05Who owns alerts, cases, escalation and operational action?
  6. 06How do integration, support, pricing and change control fit the operating model?

Dealiga

What Dealiga contributes

We structure the risk scenarios, evaluation criteria and ownership questions, then coordinate provider evidence and a discussion around practical response. Dealiga does not operate monitoring or promise that fraud will be eliminated.

Possible working outputs

01

Risk-scenario brief

Priority situations, available data, decisions and expected responses.

02

Workflow questions

Rules, cases, review, explainability and ownership to test with providers.

03

Fit and evidence notes

What appears relevant and what still needs proof or technical detail.

04

Follow-up record

Open questions, responsible participants and proposal next actions.

Next move

Discuss a fraud-prevention requirement

Send the requirement or provider proposition with this category preselected.