AXYON FORESIGHT
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.
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

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

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.
Stage 1: Discover - Theme Definition
Human Led
Human expertise defines a high-level investment thesis and the research parameter.
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.LEARN MORE ABOUT OUR AI-DRIVEN SOLUTIONS

COMPASS
AI-generated alerts to stay informed about market developments, emerging trends, and potential risks that complement quant analysisLearn More

SIGNALS
AI-based assets performance signals that identify under and outperformers within a given investment universe & time horizon

STRATEGIES & INDICES
Off-the-shelf and bespoke AI-powered model strategies and indices on several asset classes and investment universes
Are you Ready to Elevate your Thematic Research?
Discover Axyon Foresight: Ultra-fast Agentic AI for Thematic Investing

