Market integrity intelligence for abnormal behavior and investigation workflows.
Nemesis is designed to support surveillance, investigation, and market integrity workflows with evidence trails, provenance, and auditability.
Product system
Nemesis
Problem and audience
Built for integrity, investigation, and surveillance teams.
Market abuse and abnormal activity are difficult to evaluate when signals are fragmented across trades, issuers, news, filings, accounts, venues, and behavioral patterns.
How it works
Nemesis is intended to support investigation workflows by separating observed facts, derived indicators, model outputs, and analyst conclusions while preserving entity context and evidence trails.
Key capabilities
What Nemesis is designed to support.
NEMESIS-01
Abnormal activity
Nemesis is intended to support review of unusual patterns and behavior without claiming universal fraud detection.
NEMESIS-02
Manipulation-risk workflows
Potential manipulation risk can be framed as an investigation workflow with evidence boundaries.
NEMESIS-03
Evidence trails
Relationships, sources, timestamps, and confidence can be preserved for inspection.
NEMESIS-04
Investigation workspace
The product surface is designed around structured review, relationship paths, and analyst context.
NEMESIS-05
Provenance
Auditability depends on clear provenance, source references, system versions, and uncertainty.
NEMESIS-06
Integrity positioning
Nemesis is an integrity surface powered by Ananke's evidence graph and reasoning layer, with careful language around what the system can and cannot conclude.
Example workflow
From signal to structured context.
Boundary
Designed for decision support, not unsupported advice.
Nemesis is designed to support market integrity workflows. It does not claim regulatory authority, detect all fraud, or replace human investigation.
G-01
Traceable outputs
Source, method, timestamp, confidence, and uncertainty stay visible.
G-02
Structured reasoning
Models explain over structured intelligence; they do not create financial facts.
G-03
Evidence boundaries
Unsupported relationships, prices, risks, or recommendations are out of bounds.
G-04
Advisor-safe language
Communication support respects compliance-sensitive boundaries.
G-05
Uncertainty-aware
Uncertainty is shown as part of the intelligence, not hidden behind fluent text.