Tara Data ResearchFinancial technology · Applied AI

Boston · Financial technology · Applied AI

Research systems for markets that never stand still.

Tara Data Research builds and operates products that turn long-horizon market data into inspectable research, adaptive software, and continuously published intelligence.

OPERATING SNAPSHOTSYSTEMS ONLINE
LIVE PRODUCTS02
IN DEVELOPMENT01
PRIMARY DISCIPLINEMarket systems
OPERATING BASEBoston, MA
Quantitative researchMachine-learning systemsAgentic publishingProduct engineering

We build the infrastructure between a market question and an evidence-backed answer.

TDR / 01

Product portfolio

One research foundation.
Multiple operating systems.

The portfolio spans live discovery, analysis, and publishing systems, with tracked real-time system-activity reporting planned for a product in development.

LIVE01

SEASONAL RESEARCH PLATFORM

TradeWave.ai

Quantitative seasonality and pattern research with an AI analyst that can operate the interface, run research, and explain the evidence.

Open live platform
LIVE02

AGENTIC PUBLISHING SYSTEM

Seasonal Market News

More than nine specialized AI agents coordinate research, generation, independent review, and publishing, with deterministic gates that can stop an article.

Read the newsroom
IN DEVELOPMENT03

REAL-TIME TRADING COMPANION

TradeWave Realtime

A forthcoming system being built around Anne-Marie Baiynd's intraday framework, with tracked system-activity reporting and permission-based conversational memory planned for subscribers.

Product work in progress

The operating system

From raw history
to usable intelligence.

Our systems separate computation, interpretation, review, and presentation so that every layer can be inspected and improved.

INPUTOUTPUT
01

Research infrastructure

Long-horizon data ingestion, normalization, pattern computation, and repeatable analytical workflows.

DATA
02

Adaptive intelligence

Machine-learning signals and AI interfaces connect historical patterns with recent and current financial-variable context.

ML + AI
03

Verification architecture

Independent review and deterministic gates preserve definitions, evidence, and publication boundaries.

GATES
04

Production delivery

Interfaces, data infrastructure, research publishing, and operational systems designed for continuous use.

SYSTEMS

How we work

Scan. Validate.
Organize. Act.

A compact operating discipline for finding useful signals without losing the evidence behind them.

SCANVALIDATEORGANIZEACTTDR

Advisory and delivery

We build outside our own walls, too.

Tara's consulting practice focuses on AI product architecture, agentic workflow engineering, data and research systems, and fractional AI technology leadership.

AI product architectureAgentic workflow engineeringData and research systemsFractional AI technology leadershipExplore consulting

Company

Built around rigor,
not theater.

Tara Data Research LLC is a Boston-based financial-technology company founded by engineer and quantitative researcher Afshin Moshrefi. We measure credibility in operating systems, transparent methods, and products people can inspect.

Meet the founder
01

Evidence before narrative

Claims should remain bounded by what the underlying data and systems actually support.

02

Inspectable intelligence

AI should make complex work easier to examine, not hide it behind an answer.

03

Production over demos

We focus on systems that operate, fail visibly, and improve through real use.

Have a product, research, or partnership question?

[email protected]
Boston, Massachusetts
United States