Skip to content
Close
BOOK A DEMO
BOOK A DEMO
Header Website Blue

AXYON FORESIGHT

Ultra-fast Agentic AI for Thematic Discovery

Axyon Foresight

An Agentic AI engine that provides a human-in-the-loop framework to support thematic ideation, Key Performance Indicator (KPI) research, and validation before universe screening.

It builds dynamic, forward-looking thematic screened universes by automatically assessing thousands of stocks within hours, not months, based on their strategic alignment with investment themes and emerging trends.


How can I use Axyon Foresight in my thematic investment process?

    • To create differentiated investment products such as baskets, certificates, indices, or ETFs that align with specific investment themes.
    • Enhance Equity Research.
    • Rapid securities screening and exposure checking
    • Translating high-level narratives into measurable drivers (KPIs, exposures, signals)
    • Supporting both discretionary judgement and systematic filters within the same workflow
AXYON-AI-FORESIGHT

Auditability: Axyon Foresight vs. LLMs

Axyon Foresight
Large Language Models (LLMs)
Financial Data Quality & Preparation
Directly queries proprietary internal structured databases from industry-leading providers (aggregating proprietary structured data from sources such as FactSet, Morningstar, and Ravenpack), ensuring controlled, accurate, and consistent data retrieval. Designed to easily incorporate additional, client-specific data inputs, with strictly restricted and non-shared access.
No access to proprietary internal structured databases. Relies on publicly available information and web scraping, with no control over data cleansing, aggregation, or refinement processes.
Control Over Web Queries
User-modifiable keyword framework for greater control and transparency in web querying
Limited control over how external data sources are queried.
System Architecture
Multi-agent architecture: One agent for KPI creation & thematic structuringOne agent for stock analysisOne agent for analysts’ report review and refinement
Typically operates as a single general-purpose model responding to prompts.
Analytical Transparency
Provides structured data coverage analysis and confidence analysis, enabling users to understand the certainty level associated with generated scorings.
Does not inherently provide structured coverage or confidence scoring tied to proprietary datasets.

From Thesis to Basket in Hours,
Not Months

Unlocking Alpha with a forward-looking approach - in a fraction of the time required by traditional methods:

With Traditional theme construction

MONTHS-2

Traditional thematic construction is labour and time-intensive, and often constrained by backwards-looking classifications.

With
Axyon Foresight

HOURS-3

Axyon Foresight removes these constraints by leveraging multi-agent reasoning, wide data coverage, and fully interpretable outputs in JUST A FEW HOURS.

  • Ultra-rapid Screening: Ideate and screen eligible themes instantly from white-listed structured and unstructured data in just a few hours.
  • Auditability: Unlike a black box, it provides the evidence to back up every selection - and it is natively devoid of conscious or unconscious bias.
  • Explainability & Interpretability: Automatically generates the rationale and KPI, saving months of writing and analysis time.

Ultra-rapid Screening

Ideate and screen eligible themes instantly, in just a few hours.

A Five-Stage, Human-in-the-Loop Flow:
How Axyon AI unlocks thematic investing alpha potential

Stage 1: Discover - Theme Definition

Human Led
- User expertise defines a high-level investment thesis and the research parameter.

- Axyon Foresight then scans a broad information space to surface potential thematic opportunities aligned with those interests, presenting a curated set of candidate themes enriched with relevance, investability, and novelty metrics to guide further research.

Stage 2: Frame

Agentic KPI Framework Generation

- Axyon Foresight automatically generates comprehensive or refines a human’s KPIs to measure the company's sensitivity to the theme.
- Each KPI includes a clear description, rationale, and methodology, forming a robust foundation for objective stock evaluation.

Stage 3: Evaluate

Agentic Stock Evaluation

- Specialised agents analyse each company against the KPIs using multiple client white-listed data sources that include both traditional financial markets data (e.g. fundamental, earnings calls) and other Agentic AI discoverable content (e.g. News feeds, blogs, public databases).
- The engine produces an explainable score and a natural-language rationale that highlights the drivers of each stock’s thematic alignment.

Stage 4: Validate

Human Validation & Refinement

The client reviews the output generated by the models and decides if further refinements are necessary and how to incorporate the output in the investment process.

Stage 5: Package

Automatic Basket Construction

When the screening results meet the desired criteria, Axyon Foresight automatically builds an investable thematic universe by selecting the top-ranked stocks and allocating weights to each constituent.

WHY USING AXYON FORESIGHT

ULTRA-FAST
SCREENING

Automatically evaluates thousands of stocks within hours to build forward-looking, theme-aligned investment universes with precision and speed, enabling faster time-to-market.

HUMAN-IN-THE-LOOP
FRAMEWORK

Empowers investment teams with a human-in-the-loop AI engine to explore, refine, and validate thematic ideas grounded in real KPIs and strategic insights.

FULLY
AUDITABLE

Unlike a black box, it provides evidence to support every decision by automatically generating the rationale and KPI, saving months of writing and analysis time.

FREE FROM
BIAS

Applies a consistent, systematic methodology, reducing both conscious and unconscious bias that can influence manual thematic selection.

Are you Ready to Elevate your Thematic Research?

Discover Axyon Foresight: Ultra-fast Agentic AI for Thematic Investing