AntifrogEnquiries

A place in
your workflow.

Start with your workflow and the decision you need to make. Define the minimum useful signal set before committing to an implementation.

Plan an integration
Limestone stepping stones cross a still pond toward a welcoming club doorway.
A considered way through.
The current workflow

Start with the data.
Make the rules explicit.

The current build works with imported reports. Review data quality and tune visible thresholds before considering a wider integration.

Antifrog Import history interface, shown with synthetic demonstration data
Import history

Quality grades, row counts and comparability notes for each import.

Check which reports are suitable for comparison before interpreting a change. Keep import quality and coverage visible alongside the analysis.

Select the image to inspect the interface
Antifrog Rules & thresholds interface, shown with synthetic demonstration data
Rules & thresholds

Inspect the rules and thresholds used in the analyst workflow.

Review the thresholds behind risk signals rather than treating a score as a black box. Align the settings with the question your team is investigating.

Select the image to inspect the interface

From the working build · v1.13.0-exp.1 · Synthetic demonstration data

YOUR SYSTEM

Customer event

Registration, login,
payment or account change.

→
PROPOSED ANTIFROG FLOW

Context + policy

Relevant observations,
an agreed decision policy.

→
YOUR WORKFLOW

Next step

Continue the journey,
add a check or review.

An event.
With context.

This illustrative payload is a discussion aid for pilot scoping. It is not an implemented API contract or a production endpoint.

CONCEPT / EVENT EXAMPLE
{
  "event_type": "payment_attempt",
  "account_ref": "customer_demo_01",
  "transaction": {
    "amount": 120,
    "currency": "EUR"
  },
  "context": {
    "device_known": true,
    "recent_attempts": 1
  }
}

Agree on the essentials.

01

Scope & ownership

Choose the first use case, event boundaries and the team responsible for each decision.

02

Data & privacy

Agree which fields are necessary, the applicable permissions, retention and deletion expectations.

03

Failure behavior

Define how your system should respond to timeouts, unavailable decisions and review backlogs.

04

Validation & rollout

Begin with an agreed evaluation plan. Validate outcomes before changing a production customer journey.

Looking for API keys or documentation?

A public API, SDK and production documentation are not available yet. Integration methods, authentication, rate limits and service targets will be confirmed as the product develops.

There is room for good business.Make an introduction