Data, research & connectivity

Connect the information behind the decision.

Market data, research and trading interfaces bring different systems together. Useful connections depend on clear sources, permissions and operating responsibilities.

Market data · Research · Trading interfaces

Professional traders · Financial institutions · Wealth managers · Financial technology companies

EXPLORE THE PRODUCT SCOPE

Data, research & connectivity.

Market intelligence, programmatic access and platform components connect analysis with execution and operating records.

API trading servicesSpecify programmatic access to market and trading workflows.

Interface design for programmatic market data, account workflows, order execution and risk monitoring. Requirements cover authentication, permissions, rate limits, order states, audit records and recovery after connection failures. Any trading integration needs a defined service scope, supported functions and operating responsibilities.

View in the complete directory
White-label trading solutionsDefine platform components and who operates each service.

Trading, account and infrastructure components for financial institutions, wealth managers and financial technology companies. Integration design covers client experience, access controls, operational responsibilities, data handling and the separation of technology delivery from regulated financial services.

View in the complete directory
Digital asset data productsSpecify market coverage, data quality and update requirements.

Real-time and historical prices, volatility, derivatives metrics, on-chain observations and institutional market datasets. Product design emphasizes source attribution, timestamps, licensing, normalization, quality checks and transparent handling of delayed or missing data.

View in the complete directory
Market & investment researchConnect market questions with sources and analysis.

Macro conditions, digital assets, industry developments, market outlooks and investment risks examined through documented sources and assumptions. Research connects market structure, liquidity, valuation and trading strategy questions without treating forecasts as certain outcomes.

View in the complete directory
Trading signals & strategy researchExamine model-based views with their assumptions and limits.

Model-based signals, scenario frameworks and research-led strategy analysis for professional audiences. Methodology, assumptions, time horizon and limitations accompany each view; any personalized recommendation or execution-linked service requires its own appropriate scope and permissions.

View in the complete directory
POTENTIAL APPLICATIONS

Better-defined inputs. Better-informed decisions.

Our data and technology direction covers market datasets, research, trading APIs and white-label systems. Each requires defined data coverage, access permissions and responsibilities for handling errors or interruptions.

Specify an API requirement

Identify the market data, order updates, account controls or risk records a system needs to receive or manage.

Evaluate a platform component

Identify which trading or account functions a white-label component would support, how it integrates and who operates it.

Frame a research question

Define the question, data and method. Separate observed results from assumptions, signals and forecasts.

START WITH THE REQUIREMENTS

A clear brief makes a useful conversation.

These four considerations help define the scope, responsibilities and practical requirements for a proposal.

  1. 01

    Define the users

    Decisions, systems, required datasets and expected operating volume.

  2. 02

    Specify the information

    Sources, licensing, coverage, timestamps, refresh frequency and quality checks.

  3. 03

    Map the integration

    Authentication, permissions, schemas, rate limits and failure recovery.

  4. 04

    Set review criteria

    Data gaps, reconciliation, research assumptions, audit records and change management.

KNOW THE CONDITIONS

The risks belong in the decision.

Our approach to risk
Coverage and timeliness

Sources can be delayed, incomplete or unavailable. Public market reference data is not an executable quote.

Security and integration

Access controls, credentials, connectivity and third-party changes can affect system reliability and data handling.

Research and service boundaries

A market view or model signal does not guarantee a result. Personalized advice and execution-linked services require their own appropriate scope.

Scope & availability

These areas describe Avermont’s development scope and are not currently offered to clients. Availability depends on applicable permissions, jurisdiction, eligibility, counterparties and final terms. Read the legal information.

PARTNERSHIPS & INQUIRIES

Discuss a data or integration requirement.

Include the users, assets, systems and information required. Data providers and researchers can add their coverage, methods and permitted uses.