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F-Prompt

Financial Research and Analytics AI Assistant

F-Prompt is an AI-powered financial research and analytics platform that synthesizes real-time macro trends and deep technical analysis into actionable trade signals — so you can focus on decisions, not data gathering. The platform is driven by a hybrid AI engine  BOYKIN, allowing us to leverage on several market models including in-house  bespoke model.

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F-Prompt | Capabilities

Daily Brief

Your auto-generated market pulse on login — key moves, themes, and signals in seconds. Export to PDF or save in one tap.

Macro Research

Ask anything in plain language and get structured, chart-rich macro analysis with sourced insights and sentiment.

 

Technical Analysis

Chart-pattern recognition and trade signals for any ticker — buy/sell/hold sentiment, detected patterns, and interactive charts.

Trade Ideas (Ideas++)

Browse curated trade ideas, generate AI analysis, and turn any idea into a tracking agent in one click.

Chart Analysis Panel

Click any chart for deeper AI commentary, auto-refreshing analysis, and a full-screen viewer.

Research Flow

Engage a chat interface on any outcome and dig deeper into your analysis with dynamic context injection behind the scenes.

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AI Agents

Schedule autonomous research agents (Market Sniper, News Monkey, Trade Idea, Image Analysis) that run on your cadence and notify you.

Bundle related agents, share group-level skills, and manage notifications as one unit.

Execution Maps

A visual graph of your agents, groups, and context capsules — see how data flows between tasks at a glance. Better manage your research activities.

Context Capsules

Let agents consume shared context and generate new capsules, building a cumulative knowledge base across recurring research.

Skills

Define custom instructions per agent or inherit them from a parent group for fine-grained control.

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F-Prompt | <Rest API</>

Let Us Help you integrate

AI-powered market & quantitative analysis for clients

The API can generate macro, technical, and portfolio-facing analysis for your own platform using a secure REST endpoints. It accepts user context and query inputs, then returns HTML or structured JSON responses that can be embedded into dashboards, trading UIs, or internal decision tools.

Chart-driven sentiment and signal extraction

Client applications can send chart images and request a technical sentiment readout such as buy, sell, neutral, or hold. The API handles image encoding, chart refresh checks, and derived direction parsing so your platform can use the output without custom model orchestration.

 

Flexible model routing and prompt control

The API resolves the correct model key, supports auto-routing, web-search decisions, and provider-specific request handling behind the scenes. This arms your platform with a consistent interface while leveraging different LLM providers, chart workflows, and tuning options.

 

Data-rich macro and technical payloads

The service can produce chart payloads, market summaries, and technical metadata for frontend consumption or custom analytics pipelines. 

Agentic Workflow

Create agents to enhance your research workflow. 

Generate agentic execution maps  to visualize and optimize  execution, context and skill generation.

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  • End-to-end AI research engine: Natural language queries flow through intelligent skill, context, and agent layers to deliver precise, institution-grade financial insights via a clean REST API.

  • Modular, cost-aware architecture: Dedicated prompt, response, routing, and cost modules optimize latency, model selection, and spend—without sacrificing analytical depth or reliability.

  • Integrated tools for real workflows: Plotting, research utilities, and user-centric helpers combine to turn complex market data into actionable, ready-to-use outputs for your dashboards and applications.

  • Integrated Portfolio modelling tools. Test your Research and Analysis

The Stack

Dynamically Inject Context

Agentic Tasks

Multi-Model 

Melba Investment
Technology

71-75, Shelton Street, Covent Garden, London, WC2H 9JQ, UNITED KINGDOM

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