Translucent architectural layers in pale blue and green
AI FINANCIAL INTELLIGENCE

THINKBEYONDTHE MARKET.

Financial intelligence built for
deeper research, stronger evidence and better financial decision-making.

EXPLORE THE PLATFORM
CURRENTLY IN BUILD · EARLY ACCESS
RESEARCH TERMINAL
SYSTEM CONCEPT
DEMO RESEARCH QUERY07 OCT 2026 · UTC
Why did RELIANCE move this week?
Research complete
MARKET CONTEXT+2.84% 5-day price movement
RECENT EVENTS03 material eventsIdentified in this period
SUPPORTING EVIDENCE08 sourcesCross-referenced & indexed
RELIANCE / DEMO+2.84%
OCT 01OCT 03OCT 05OCT 07

Illustrative data · Not live market data

AI ANALYSIS

Three primary drivers were identified: improving operating margins, a material business update, and broader sector momentum.

Company filing ↗
DATA → EVIDENCE → INTELLIGENCEA NEW PERSPECTIVE
THE QUANTMIND PERSPECTIVE

QuantMind AI is being built to turn financial data, filings, earnings, market events and quantitative signals into evidence-backed intelligence for modern financial research and decision-making.

THE INFORMATION PROBLEM

Financial information isn’t scarce.
Understanding it is.

Markets generate enormous amounts of information every day. The challenge is connecting the right data, evidence and context quickly enough to make informed decisions.

01 /

Data

Market data, filings, earnings, macroeconomic indicators and events.

PRICE / VOLUMEFINANCIAL RESULTSECONOMIC INDICATORS
02 /

Information

News, reports, transcripts, disclosures and research.

EARNINGS TRANSCRIPTSCOMPANY DISCLOSURESRESEARCH & EVENTS
03 /

Decisions

The difficult part is connecting everything into useful context.

RELATIONSHIPSEVIDENCE & CONTEXTINFORMED PERSPECTIVE
THE INTELLIGENCE LOOP

From raw information
to financial intelligence.

Not another feed of information.
A system for connecting what matters.

01
Financial data
02
Evidence
03
AI analysis
04
Quantitative research
05
Financial intelligence
THE PLATFORM

One intelligence layer for
modern financial research.

Less searching. More understanding.
Six connected capabilities, designed around
the way financial research should work.

01

AI Research Assistant

Ask complex financial questions and receive structured, evidence-backed research instead of generic answers.

What is driving margin expansion?

Analyzing the underlying evidence...

Annual filing 01
Earnings call 02
02

Market Intelligence

Understand market movements through events, context, relationships and historical signals.

EARNINGS / DEMOBUSINESS UPDATESECTOR EVENT
03

Filing Intelligence

Transform complex financial filings into structured insights, metrics, risks and relevant evidence.

DEMO REVENUE ↑ 8.2%DEMO EBITDA MARGIN 18.4%DEMO RISK FACTORS 04
04

Earnings Intelligence

Identify financial trends, management commentary and changing expectations.

Q4 · EARNINGS CALL

“We continue to see improvement in operating efficiency, supported by a disciplined focus on higher-quality revenue.”

ILLUSTRATIVE MANAGEMENT COMMENTARY
05

Quantitative Research

Explore patterns, hypotheses and strategies with financial data and quantitative methods.

RESEARCH NOTEBOOK / DEMOHYPOTHESIS 04
PATTERNS → HYPOTHESES → RESEARCH
06

Macro Intelligence

Connect economic indicators, policy changes and market behavior into a broader context.

INFLATION3.2%↓
POLICY RATE5.5%—
GDP GROWTH2.4%↑
ILLUSTRATIVE ECONOMIC INDICATORS
PLATFORM CAPABILITIES IN DEVELOPMENT ALL VISUALIZATIONS USE FICTIONAL DATA
EVIDENCE BEFORE TRUST

AI shouldn’t just give you an answer.
It should show you why.

Important insights should be traceable.
To the source. To the timestamp.
To the information that supports them.

AI CLAIMEvidence-backed insight
CONNECTED EVIDENCE / PRODUCT CONCEPT
RESEARCH INSIGHT QM—024
CLAIM

“Margin expansion accelerated in the latest period.”

SUPPORTING EVIDENCE
Company filing

Operating margin improved compared with the previous reporting period.

SectionFinancial ResultsTimestamp10:32 UTC
CONFIDENCEHigh / illustrative
FICTIONAL CLAIM & SOURCES · NOT FINANCIAL ADVICE
THE RESEARCH EXPERIENCE

Ask better questions.

A clearer question. A connected process.
An answer you can examine.

QUANTMIND AIRESEARCH WORKSPACE / DEMO
Searching financial dataAnalyzing filingsComparing earningsChecking market eventsBuilding evidence
RESEARCH OUTPUTExecutive summaryKey findingsFinancial metricsCatalystsRisksEvidenceSources
EXECUTIVE SUMMARY 8 ILLUSTRATIVE SOURCES

A shift toward stronger operating fundamentals.

In this fictional company example, revenue quality improved over four quarters, while operational efficiency supported a gradual expansion in margins. Cash generation strengthened, though capital spending remains a consideration.

REVENUE GROWTH8.2%vs. 5.6% prior period
EBITDA MARGIN18.4%+140 bps over 4 quarters
CASH CONVERSION76%vs. 69% prior period
KEY CATALYST

Improved operating efficiency and a more resilient revenue mix.

RISK TO MONITOR

Higher capital expenditure could constrain near-term free cash flow.

Annual filing 01 Earnings transcript 02Evidence linked
WHO IT IS FOR

Built for people
who think in systems.

Different perspectives.
A shared need for deeper understanding.

01

Investors

Look beyond the headline to the underlying fundamentals.

02

Researchers

Connect information, test ideas and follow the evidence.

03

Analysts

Build a clearer picture from complex financial information.

04

Founders

Understand the financial context shaping your business.

05

Financial teams

Bring a common intelligence layer to better discussions.

THE LONG-TERM VISION

Research is only
the beginning.

An intelligent financial operating layer connecting research,
quantitative analysis, strategy development and portfolio intelligence.

01BEING BUILT

Research

THE FOUNDATION
02

Quant

FUTURE VISION
03

Strategy

FUTURE VISION
04

Portfolio

FUTURE VISION
05

AI agents

FUTURE VISION

A DIRECTION, NOT A CLAIM OF CURRENT CAPABILITIES.

WHY QUANTMIND

Evidence first

Every important insight starts with a source.

Context over noise

Understanding relationships, not just headlines.

Quantitative thinking

Better questions. Testable hypotheses.

Continuous intelligence

Designed for a world that never stops changing.

THE NEXT CHAPTER

Think Beyond
the Market.

QuantMind AI is being built for the next generation
of financial research.

JOIN THE EARLY ACCESS LIST
QM / 2026