How AI Works at OUTCRY

Our AI system generates jurisdiction-specific complaint resolution paths. Here's exactly how it works, what it can do, and what it cannot.

The Resolution Process

When you file a complaint, our AI (powered by Anthropic Claude) analyzes:

  1. Your complaint text — what happened, to whom, and the impact
  2. Category — government, corporate, healthcare, scam, etc.
  3. Location — your country, state, and city (detected automatically or entered manually)

Within 15-30 seconds, the AI generates a structured resolution path:

  • Step 1: Which specific authority or agency handles your type of complaint in your jurisdiction
  • Step 2: Relevant helpline numbers and official complaint portals
  • Step 3: Which laws, acts, or consumer protection frameworks apply
  • Step 4: What documents or evidence to prepare
  • Step 5: Escalation path if the first approach doesn't work

What Data Sources Inform Our AI?

Our AI draws on:

  • Publicly available consumer protection laws and regulations
  • Government agency websites and complaint portals
  • Published helpline directories
  • Legal frameworks including the Consumer Protection Act, IT Act, RTI Act (India), FTC regulations (US), and equivalent frameworks in 10+ countries
  • Official grievance redressal mechanisms

The AI does not access private databases, court records, or your personal data beyond what you provide in the complaint.

Confidence and Accuracy

AI resolutions are generated with varying levels of confidence:

  • High confidence: Well-established consumer rights (refund policies, emergency services, utility complaints) where clear regulatory frameworks exist
  • Medium confidence: Complaints involving multiple jurisdictions or newer regulations
  • Lower confidence: Novel or unusual situations, or jurisdictions with limited publicly available information

We are working on displaying confidence indicators alongside resolutions so you can calibrate your expectations.

Limitations — Read This

  • This is NOT legal advice. OUTCRY AI provides informational guidance based on publicly available legal frameworks. It is not a substitute for consultation with a qualified lawyer.
  • Laws change. Regulations, helpline numbers, and agency responsibilities can change. Our AI training data has a knowledge cutoff and may not reflect the most recent changes.
  • No guarantee of outcome. Following the suggested steps does not guarantee resolution of your complaint. Outcomes depend on the specific circumstances and the responding authority.
  • Not all jurisdictions are equally covered. Our coverage is strongest for India, United States, United Kingdom, and European Union. Other jurisdictions may have less specific guidance.
  • AI can make mistakes. If you notice incorrect information in a resolution (wrong helpline number, outdated law reference), please report it using the feedback button on the complaint page.

Human Review

AI-generated resolutions are not blindly published. Our system includes:

  • Quality scoring that evaluates the specificity and usefulness of each resolution
  • Flagging of resolutions that reference high-risk actions (legal proceedings, law enforcement)
  • Periodic human audits of resolution quality
  • User feedback mechanism to report incorrect guidance

Questions about our AI methodology? Contact support@outcry.world