## Product tiers

### Phone Risk

_Available globally_ 🌍  
Lightweight enrichment with flexible inputs

- Probabilistic phone risk scores (`0.001–0.999`).
- Correlation score between name and phone (`0.01–0.99`).
- Reason codes explaining fraud risk, tenure, or correlation outcomes.
- Assess risk in real time for profile updates, onboarding, and authentication.
- Enable progressive onboarding with minimal PII.

### Phone Risk + Real-Time SIM Swap Verification

_Available in supported U.S. carriers_ 🇺🇸  
Everything in Phone Risk _PLUS_

- Actionable SIM swap reason codes.
- Configurable validation window.
- Identify high-risk events such as account takeovers and fraudulent transactions.
- Protect onboarding, OTP flows, and high-value transactions from SIM swap fraud.
- Defend call center interactions against fraudsters using swapped numbers.

## Supported countries and formatting requirements

Phone Risk is currently available in 80+ countries, providing international phone-based identity insights.

### Regional coverage and phone formatting reference

| Country Name                       | ISO Country Code | Phone Country Code | National Phone Number Length (Digits) | Format Standard | Validations Performed                                                                                                       |
| ---------------------------------- | ---------------- | ------------------ | -------------------------------------- | ---------------- | -------------------------------------------------------------------------------------------------------------------------- |
| Albania                            | AL               | 355                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Argentina                          | AR               | 54                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Australia                          | AU               | 61                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Austria                            | AT               | 43                 | 7–13                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Azerbaijan                         | AZ               | 994                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Bahrain                            | BH               | 973                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Bangladesh                         | BD               | 880                | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Belgium                            | BE               | 32                 | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Belize                             | BZ               | 501                | 7                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Bolivia                            | BO               | 591                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Bosnia and Herzegovina            | BA               | 387                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Brazil                             | BR               | 55                 | 10–11                                 | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Brunei Darussalam                 | BN               | 673                | 7                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Bulgaria                           | BG               | 359                | 7–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Cambodia                           | KH               | 855                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Canada                             | CA               | 1                  | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Chile                              | CL               | 56                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| China                              | CN               | 86                 | 11                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Colombia                           | CO               | 57                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Costa Rica                        | CR               | 506                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Cote d'Ivoire / Ivory Coast      | CI               | 225                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Croatia                            | HR               | 385                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Cyprus                             | CY               | 357                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Czech Republic                     | CZ               | 420                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Denmark                            | DK               | 45                 | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Dominican Republic                 | DO               | 1                  | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Ecuador                            | EC               | 593                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Egypt                              | EG               | 20                 | 9–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| El Salvador                       | SV               | 503                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Estonia                            | EE               | 372                | 7–8                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Finland                            | FI               | 358                | 5–12                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| France                             | FR               | 33                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Georgia                            | GE               | 995                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Germany                            | DE               | 49                 | 5–11                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Ghana                              | GH               | 233                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Greece                             | GR               | 30                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Guatemala                          | GT               | 502                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Honduras                           | HN               | 504                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Hong Kong                          | HK               | 852                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Hungary                            | HU               | 36                 | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Iceland                            | IS               | 354                | 7                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| India                              | IN               | 91                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Indonesia                          | ID               | 62                 | 9–12                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Ireland                            | IE               | 353                | 7–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Israel                             | IL               | 972                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Italy                              | IT               | 39                 | 6–11                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Jamaica                            | JM               | 1                  | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Japan                              | JP               | 81                 | 9–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Jordan                             | JO               | 962                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Kazakhstan                         | KZ               | 7                  | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Kenya                              | KE               | 254                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Kuwait                             | KW               | 965                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Latvia                             | LV               | 371                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Lebanon                            | LB               | 961                | 7–8                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Liechtenstein                     | LI               | 423                | 7                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Lithuania                          | LT               | 370                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Luxembourg                         | LU               | 352                | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Macau                              | MO               | 853                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Malaysia                           | MY               | 60                 | 9–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Malta                              | MT               | 356                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Mexico                             | MX               | 52                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Morocco                            | MA               | 212                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Nepal                              | NP               | 977                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Netherlands                        | NL               | 31                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| New Zealand                        | NZ               | 64                 | 8–9                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Nicaragua                          | NI               | 505                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Nigeria                            | NG               | 234                | 7–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Norway                             | NO               | 47                 | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Oman                               | OM               | 968                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Pakistan                           | PK               | 92                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Panama                             | PA               | 507                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Paraguay                           | PY               | 595                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Peru                               | PE               | 51                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Philippines                        | PH               | 63                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Poland                             | PL               | 48                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Portugal                           | PT               | 351                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Qatar                              | QA               | 974                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Romania                            | RO               | 40                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Saudi Arabia                      | SA               | 966                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Singapore                          | SG               | 65                 | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Slovakia                           | SK               | 421                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Slovenia                           | SI               | 386                | 8                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| South Africa                       | ZA               | 27                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| South Korea                        | KR               | 82                 | 9–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Spain                              | ES               | 34                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Sri Lanka                          | LK               | 94                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Sweden                             | SE               | 46                 | 7–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Switzerland                        | CH               | 41                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Taiwan                             | TW               | 886                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Tanzania                           | TZ               | 255                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Thailand                           | TH               | 66                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Turkey                             | TR               | 90                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Uganda                             | UG               | 256                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Ukraine                            | UA               | 380                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| United Arab Emirates               | AE               | 971                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| United Kingdom                     | GB               | 44                 | 9–10                                  | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| United States                      | US               | 1                  | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, area code validation, no symbols/spaces         |
| Uruguay                            | UY               | 598                | 7–8                                   | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Uzbekistan                         | UZ               | 998                | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Venezuela                          | VE               | 58                 | 10                                    | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |
| Vietnam                            | VN               | 84                 | 9                                     | E.164           | E.164 validation, numeric validation, length validation, prefix validation, phone number cleansing                          |

## International phone number formatting

All phone numbers must use E.164 format: a `+` prefix, followed by the country code, followed by the national number with no spaces, dashes, or parentheses.

**Example:** A United Arab Emirates mobile number `50 123 4567` with country code `971` becomes `+971501234567`.

### Known limitations  
- **Dashboard phone field length**: The RiskOS™ Dashboard phone input field may truncate numbers that exceed the expected length for a given country. If you encounter this issue when entering international numbers through the Dashboard, submit the phone number via the API in E.164 format instead.
- **Country code required**: Phone numbers submitted without a country code cannot be validated. Always include the full E.164 number including the `+` prefix and country code.
- **Unsupported regions**: If a phone number originates from a country not listed in the coverage table, Phone Risk may return limited or no results. The evaluation continues with other available enrichments.

## Industries it fits

- **Financial services**: Account opening, fraud prevention, progressive onboarding
- **E-commerce**: Checkout fraud prevention, return abuse detection
- **Payments**: Reduce risk in P2P transfers and high-value transactions
- **Gaming & media**: Stop fake accounts, bonus abuse, duplicate accounts
- **Telecom**: Validate new phone numbers during profile changes and SIM/line updates
- **Call centers & CX**: Real-time trust checks for number changes and OTP delivery
- **Plus** other digital onboarding and fraud risk workflows

## Business and operational outcomes

### 1. For fraud and risk teams

- Identify high-risk phone numbers in real time.
- Reduce OTP-related ATO by validating the destination number’s risk and ownership.
- Leverage multiple model scores per call for testing and migration.
- Gain transparency with reason codes for both risk and correlation.

### 2. For growth and onboarding teams

- **Progressive onboarding**: Establish trust early with only a phone number (optionally name/address for correlation).
- **Reduced friction**: Let good users through while blocking risky numbers.
- **Adaptive signals**: Multiple models tuned for different fraud/risk trade-offs.

### 3. For support and operations

- **Fewer escalations**: Clearer signals reduce review queues.
- **Transparent explanations**: Reason codes help agents understand outcomes.
- **Lightweight integration**: Minimal required fields keep implementation fast.

## Performance considerations

- **Fast responses**: Sub-second latency on average in production.
- **Always available**: 99.99%+ uptime with global redundancy.
- **Built for scale**: Supports tens of millions of risk checks per day.
- **Smart models**: Multiple models can run in parallel to optimize accuracy and fraud capture.

## Boundary conditions

- **Phone number + country are required**: correlation accuracy improves when first and last name are also provided.
- **Multiple models**: Test challenger vs. production models to tune thresholds.
