COMPUTED SOURCE
Market Structure First
LevelForecast computes market structure before any human or machine interface represents the result.
MARKET CONTEXT INFRASTRUCTURE
Calculated Market Context before generated explanation.
LevelForecast computes market structure first and organizes it as Market Context for human interfaces, software systems, analytical platforms, and AI applications.
LevelForecast API architecture established · External access preparation in progress · MCP integration in active development
ACCESS DIRECTION
Governed access to computed Market Context.
The planned access model is controlled delivery of structured LevelForecast outputs for approved systems and workflows. Public onboarding, entitlement, endpoints, protocol documentation, and production availability have not been announced.
CONTROLLED SCOPE
Defined Access Boundaries
Future access may be scoped by markets, timeframes, delivery method, system architecture, and permitted use.
EXTERNAL SYSTEMS
Machine-Readable Direction
The integration direction is intended for analytical platforms, internal workflows, connected systems, and AI applications.
ARCHITECTURE
Computation first. Representation second.
The LevelForecast computation layer remains the source. Interfaces, APIs, and AI applications retrieve or represent the resulting Market Context; they do not create the underlying calculation.
01
Market Data
Input data for the analytical process.
02
LevelForecast Computation
Structural calculation across configured markets and timeframes.
03
Market Context
Computed structure organized for inspection, interpretation, and controlled delivery.
04
API / Interoperability
Delivery layer for authorised systems and workflows.
05
Human & Machine Interfaces
Web interfaces, analytical systems, and AI applications may retrieve or represent the computed context.
LevelForecast API
LevelForecast has an existing proprietary API architecture. External commercial access, onboarding, entitlement, and public documentation are being prepared.
MCP Compatibility Layer
MCP is being developed as an additional compatibility layer for authorised AI applications and agents. It does not replace the existing LevelForecast API architecture and is not presented as generally available.
CROSS-MARKET EXAMPLES
One Market Context model across different markets.
US 500, Gold, and Bitcoin show the same Base · 1D representation across equities, precious metals, and digital assets.
US 500
US 500 is shown as a Base · 1D Market Context example for broad U.S. equities.
INTENDED CONNECTED WORKFLOWS
What machine-readable Market Context is intended to support.
RETRIEVE
Read Current Context
Retrieve a structured context frame for an authorised market and timeframe.
COMPARE
Compare Markets or Timeframes
Use consistent structured inputs across multiple analytical views.
MONITOR
Observe Structural Change
Support workflows that track changes in computed Market Context over time.
REPRESENT
Explain or Present Context
Allow human or AI interfaces to represent the computed result without replacing the underlying calculation.
DEVELOPMENT STATUS
External API access preparation and MCP integration remain in development.
This page describes the current product direction. Public client onboarding, endpoints, protocol documentation, entitlement, and production availability have not been announced.
Generated explanations may represent LevelForecast Market Context, but they do not replace the underlying computation.