Market Microstructure Intelligence Framework (MMIF): A Decision-Centric Research Architecture for Strategic Alpha Discovery in Quantitative and High-Frequency Trading Firms

This preprint introduces the Market Microstructure Intelligence Framework (MMIF) as a novel conceptual architecture designed to advance market research capabilities within quantitative and high-frequency trading firms. The proposed framework reconceptualizes market research as a continuously adaptive intelligence process that extends beyond the identification of isolated predictive signals. By integrating principles derived from market microstructure theory, decision science, adaptive intelligence, behavioral modelling of market participants, and strategic simulation, MMIF seeks to establish a foundation for more robust and forward-looking approaches to alpha discovery and strategy development.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-14
DOI
https://doi.org/10.5281/zenodo.20691836
Primary Topic
Complex Systems and Time Series Analysis
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Market Microstructure Intelligence Framework (MMIF): A Decision-Centric Research Architecture for Strategic Alpha Discovery in Quantitative and High-Frequency Trading Firms

Anshuman Sinha
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
preprint

Market Microstructure Intelligence Framework (MMIF): A Decision-Centric Research Architecture for Strategic Alpha Discovery in Quantitative and High-Frequency Trading Firms

Anshuman Sinha
preprint en

Abstract

This preprint introduces the Market Microstructure Intelligence Framework (MMIF) as a novel conceptual architecture designed to advance market research capabilities within quantitative and high-frequency trading firms. The proposed framework reconceptualizes market research as a continuously adaptive intelligence process that extends beyond the identification of isolated predictive signals. By integrating principles derived from market microstructure theory, decision science, adaptive intelligence, behavioral modelling of market participants, and strategic simulation, MMIF seeks to establish a foundation for more robust and forward-looking approaches to alpha discovery and strategy development.

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Time Series Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.