From investment thesis to investable basket in hours, not months.
Axyon Foresight is the agentic AI engine that automates thematic research, KPI design, and stock screening — so your team can focus on the decisions that matter.
Ultra-fast Agentic AI for Thematic Discovery
Investment teams spend months aligning on scope, grinding through spreadsheets, and manually stress-testing selections — only to arrive at a basket built on yesterday's classifications, not tomorrow's opportunities.
Fast, systematic, and forward-looking
Investment thesis to KPI framework in minutes, not weeks
Thousands of stocks evaluated automatically within a few hours
Forward-looking scoring grounded in real, structured proprietary data
Natively unbiased: a consistent methodology applied at scale, every time
Full auditability: evidence, rationale, and confidence score behind every result
Your investment beliefs made systematic.
Axyon Foresight is an Agentic AI engine that takes you from investment thesis to investable universe — automatically generating KPIs, scoring stocks, and packaging results within hours and a human-in-the-loop process. Structured Data Providers:
Use Cases
01
Thematic Product Ideation
Translate high-level narratives into measurable drivers — KPIs, exposures and signals — through AI-driven analysis with a human-in-the-loop framework.
02
One Workflow for Different Approaches
Supporting both discretionary judgement and systematic filters within the same workflow
03
Hypothesis Testing at Scale
Enabling a faster qualitative hypothesis testing across sectors, regions, and asset classes
04
Non-Traditional Risk Exposure
Assessing the Exposure to Non-Traditional Risk Factors
A general-purpose LLM is not designed to run a controlled institutional investment workflow
LLMs are powerful for unstructured language tasks. Thematic basket construction requires something different: institutional data, controlled scope, specialised reasoning, and full auditability.
Data Quality
Web-scraped, unverified sources. No guarantee of recency or accuracy for financial data.
. Institutional-grade data suppliers: FactSet, Morningstar, Refinitiv, Ravenpack . Time-stamped, auditable, point-in-time data
Query Control
Cannot define or guarantee scope of data considered. Results vary with prompt phrasing.
. Controlled ingestion from curated datasets . Reproducible outputs: same inputs always produce same results
System Architecture
Single model. No specialisation per task. No separation between framework definition, scoring, and validation.
. Three specialised agents — Designer, Analyst, Reviewer . Each optimised for its specific task in the construction process
Analytical Transparency
Outputs cannot be audited, attributed, or explained. Black box by design.
. Every score traceable to its input features via SHAP . Full audit trail available for compliance and client reporting
Five stages. Three agents. One auditable basket.
Each stage is transparent, configurable, and human-supervised. Your team defines the investment beliefs — Axyon Foresight operationalises them.
Axyon Foresight ingests your investment thesis — a written brief, a set of keywords, or a prior list of names — and maps the full investable universe relevant to your theme. No manual screening required.
