Solutions / Product and engineering teams

Fintech and Web3 Companies

Explore how blockchain intelligence might fit your product, starting with a defined user need and an integration contract to verify.

Discuss Your Requirements All Solutions

Capabilities require confirmation. Workflows are illustrative and benefits are goals to validate, not proven FinTrace Intelligence outcomes.

For product and engineering teams

Challenges to address

For a fintech or Web3 product team, a useful evaluation starts with the decision your user or reviewer needs to make. Work backward to the information required, the place it would appear, and the behavior expected when it is unavailable. This page frames integration and review questions; it does not promise a supported protocol, SDK, API, or automated product decision.

  • Turning a user need into a data request

    Describe the question in the user’s workflow before selecting desired fields or endpoints. Identify which information is essential and which is contextual.

    • A wallet requires contextual information

  • Handling incomplete information

    Define what a reviewer or user should see when information is missing or ambiguous. Ask to compare those requirements with available response behavior.

    • A response contains uncertainty
    • An API request fails or returns incomplete data

  • Sharing responsibility across teams

    Product, engineering, and reviewers may each own part of the process. Explain the handovers, access expectations, and questions each team needs answered.

    • A user-facing workflow requires human review
    • A finding must be transferred into case management

These are illustrative scenarios to frame a discussion. No SDK, protocol, or automated decision is confirmed by this page.

For your engineering team

An integration workspace

These are illustrative placeholders only. No real endpoint, authentication method, SDK, or schema is stated here; bring these questions to the Risk & Compliance API discussion.

API console · Illustrative examplePlaceholders only
POST{BASE_URL}/{VERSION}/{RISK_SIGNAL_PATH}Authorization: <credential> ••••••••
  • subject
  • network
  • options (optional)

Request

JSON request body
{
  "subject": "<wallet-address>",
  "network": "<network-id>"
}

Structured response

200 · usable
{
  "risk_result": "<value>",
  "confidence": "<level>",
  "context": {
    "sources": ["<source-ref>"]
  },
  "warnings": [],
  "timestamp": "<iso-8601>",
  "version": "{VERSION}"
}
MediumConfidence indicator, read with the warnings array.

Illustrative error response

{
  "status": "error",
  "warnings": ["<validation message, e.g. missing required field>"],
  "version": "{VERSION}"
}

Illustrative placeholders. See the Risk & Compliance API page for the fuller concept.

From a user action to a record

A product workflow

A blockchain-intelligence check is one step inside a larger product experience. This illustrates where it sits, and where a person may need to step in.

User action

A user does something in your product.

Application data request

Your application decides it needs context.

Blockchain-intelligence context

A request goes to the illustrative API.

Result or exception

A structured response, or a defined exception.

User-facing explanation

Your product explains the result in its own words.

Human review when required

A person looks at cases that need judgement.

Documented outcome

The result and the decision are recorded.

Who is in control. The customer application controls its own user experience and its final decisions. A response, whether usable or an exception, is context for that application, not a decision made on its behalf.

Illustrative flow. The exact contract and UX are defined by your product.

Product topics

Relevant capabilities to evaluate

These product topics are relevant to the discussion. Follow each link for evaluation questions and the scope still requiring verification; a link does not confirm an available integration.

  1. Application request
  2. Risk or wallet context
  3. Exception handling
  4. Human review
  5. Managed record

Design for every state

Response and error handling

Your application will receive more than successful responses. Decide up front how each state looks to a user, and make sure uncertainty is never presented as a safe result.

  • Successful response

    A structured response was returned.

    Do
    Show the result with its confidence and any warnings.
    Avoid
    Drop the warnings or confidence.
  • Partial information

    Some of the expected response is missing.

    Do
    Show it as partial and let the user or reviewer know what is missing.
    Avoid
    Fill the gap with a guess.
  • No relevant information

    A valid response found nothing to report.

    Do
    Say plainly that nothing relevant was found.
    Avoid
    Present it as a clean or safe result.
  • Validation failure

    The request was not accepted as sent.

    Do
    Tell the user which input needs fixing.
    Avoid
    Retry unchanged.
  • Authentication failure

    The credential was not accepted.

    Do
    Alert an administrator; do not expose this to the end user.
    Avoid
    Retry in a loop.
  • Service unavailable

    No answer could be given at this time.

    Do
    Show a pending state and retry with back-off.
    Avoid
    Treat an outage as a clear result.
  • Unsupported request

    The request is outside what is currently supported.

    Do
    Explain the limit to the user or log it for engineering.
    Avoid
    Silently ignore the request.
  • Human review required

    The result needs a person before it is used.

    Do
    Route to a reviewer and hold the user-facing outcome.
    Avoid
    Show a result before review completes.

The rule for every state. Missing, partial, failed, or unavailable information is never a safe result to show as though it were clear. Only a successful response should be read as a result, and even then it supports a decision made in your product, not a decision FinTrace makes for you.

Illustrative handling guidance. Exact states and formats are confirmed in the documentation.

Who defines what

Team ownership

An integration touches product, engineering, and review. This grid illustrates how a product manager, a frontend engineer, a backend engineer, a compliance reviewer, and a security administrator might share ownership.

Illustrative ownership by role
RoleUser requirementsData contractIntegration behaviourError handlingHuman-review routeAccess controlsFinal decision logic
Product manager
Owns the user problem and the product outcome.		LeadsContributesContributesContributesContributesContributes
Frontend engineer
Builds what the user sees and how states are shown.		ContributesLeadsLeads
Backend engineer
Builds the integration and its data handling.		LeadsLeadsContributesContributes
Compliance reviewer
Reviews findings and sets the review route.		ContributesContributesContributesLeadsLeads
Security administrator
Manages access, credentials, and environments.		Leads
Leads · primary owner of that decision

Illustrative roles and ownership. The exact roles and permissions your organization needs are confirmed during evaluation.

A demo outline

An illustrative review workflow

Use this outline to explain your process during a demo. It describes human evaluation steps, not confirmed software automation.

  1. 1

    Define the user need

    State what the user is trying to accomplish.

  2. 2

    Identify required information

    List what your product needs to answer that.

  3. 3

    Agree on inputs and outputs

    Write down the contract before building against it.

  4. 4

    Examine available interfaces

    Ask for a demonstration of what actually exists.

  5. 5

    Test normal and exception states

    Check success, partial, and failure paths.

  6. 6

    Define reviewer ownership

    Decide who reviews an uncertain result.

  7. 7

    Validate the complete user experience

    Confirm the full journey, not just the API call.

Illustrative seven-step sequence with sample interfaces.

  • Keep in view · 01

    Describe one user journey

    Use a fictional or approved sample to identify where a blockchain-related question arises and who needs the answer.

  • Keep in view · 02

    Define the integration and review contract

    Specify required inputs, outputs, response states, and human-review points. Compare these with verified product documentation.

  • Keep in view · 03

    Evaluate before connecting

    Ask for an available demonstration and document open questions about access, limits, and expected behavior before planning an integration.

Evaluation objectives

Potential benefits to validate

These are intended outcomes for your evaluation, not measured product results. Compare any available demonstration with your own requirements before drawing a conclusion.

A more testable product brief

Aim for requirements that your team can compare directly with an available demonstration or documented interface.

Validation questionCan an engineer check this requirement against a real demo, not just a description?

Clearer user-facing explanations

Assess whether proposed output would let your product explain what is known, unknown, or awaiting review.

Validation questionCan your UI copy state, in plain language, what is known, unknown, or pending?

Better-defined ownership

Validate that engineering and reviewers understand their respective responsibilities. No development-time saving or integration availability is promised.

Validation questionIf a result is uncertain, is it obvious from your org chart who decides next?

Product verification

Scope and evidence still needed

[Placeholder: verified APIs, endpoints, SDKs if any, supported networks and protocols, response behavior, access arrangements, and integration examples.]

  • Ask · 01

    Available APIs and endpoints

    Which endpoints actually exist for your use case?

  • Ask · 02

    SDK availability

    Is there tooling for your language or stack?

  • Ask · 03

    Supported networks and protocols

    Which networks and protocols can be queried?

  • Ask · 04

    Request and response schemas

    Where is the verified schema, field by field?

  • Ask · 05

    Authentication and access

    How is a call authenticated, and how is access granted?

  • Ask · 06

    Error behaviour

    How are failures and partial results represented?

  • Ask · 07

    Rate or operating limits

    What limits apply, and how are they communicated?

  • Ask · 08

    Test environment

    Is there an environment for testing with fictional data?

  • Ask · 09

    Human-review integration

    How would a review step connect to your product?

  • Ask · 10

    Documentation and support

    Where is the reference documentation, and who supports integration?

These are requirements to confirm, not guaranteed capabilities.

Before your demo

Questions from Fintech and Web3 Companies

Is there an SDK for our technology stack?

No SDK or language support is confirmed. Ask for currently available developer tooling and tested documentation.

Can we build automated decisions around an API?

An API contract and decision behavior must be verified first. This page does not promise automated decisions or suitability for your use case.

Can we get credentials through this site?

No. This public website does not issue platform credentials. Ask the team about any available evaluation and access process.

Start a conversation

Bring your fintech or Web3 integration brief

Tell us about your user need, your inputs and outputs, and the states your product must handle.

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