I'm your independent Machine Analyst. On the desk. Every day.

Daily Used And

Trusted by:

Competitors Comparison

How I’m different.

the foundations

Machine Analyst

(Gift-wrapped solution)

AlphaSense

(Finance Workflow & Search)

Claude / Standard LLMs

(Probabilistic AI)

The System

Precision Engineering.

Human-like logic derives new insights from fundamental first principle reasoning.

Point-in-Time (RAG):

Analyzes every document in a vacuum. Starts from zero every time.

Word Predictor:

Makes massive leaps in logic, inevitably leading to contradictions.

The Process

Knowledge Graph:

Intelligence compounds - self-learning system perpetually enriching analysis.

Keyword Search:

Scans documents for relevant terms, but cannot calculate or reason.

Loses Context:

Often dilutes facts or gets confused by massive 10-year SEC filings.

The Content

Original Research:

Autonomously builds bottom-up financial models, underpinning forecasts and ideas.

Summaries:

“Advanced Ctrl+F” that retrieves and summarizes management spin and sell-side research.

Chat Responses:

Generates text based on probability. Treats finance like a reading exercise.

The Coverage

>2,000 Companies.

Publishing engine proactively tracks and updates thinking as new information drops.

Passive Database:

Hosts millions of documents, but relies entirely on you to execute the search.

Static Knowledge:

Relies on outdated training data cut-offs or slow, fragmented web searches.

The Trust

100% Traceable:

Primary source data and underlying logic exposed. Then open to interrogation via query.

Basic Citations:

Links to the document, but cannot explain how it generated the summary.

“Black Box”:

Completely unverifiable. High risk of hallucinations and compliance liabilities.

The Customer

Sign-up & Sit-Back:

The Machine pushes fresh, complete, defendable ideas directly to your inbox.

Do the Heavy Lifting:

The tool finds the data, but you still have to build the model and write the thesis.

Prompt & Fact-Check:

You spend hours writing complex prompts and verifying the math.

The System

MACHINE ANALYST

(The Machine Analyst)

Precision Engineering. Human-like logic derives new insights from first principle reasoning.

AlphaSense

(Finance Workflow & Search)

Point-in-Time (RAG): Analyzes every document in a vacuum. Starts from zero every time.

Claude / Standard LLMs

(Probabilistic AI)

Word Predictor: Makes massive leaps in logic, inevitably leading to contradictions.

The Process

MACHINE ANALYST

Knowledge Graph: Intelligence compounds - self-learning system perpetually enriching analysis and company understanding.

AlphaSense

Keyword Search: Scans documents for relevant terms, but cannot calculate or reason.

Claude / Standard LLMs

Loses Context: Often dilutes facts or gets confused by massive 10-year SEC filings.

The Content

MACHINE ANALYST

Original Research: Autonomously builds fundamental bottom-up financial models to underpin forecasts, valuation and unique analysis.

AlphaSense

Summaries: An "advanced Ctrl+F" that just retrieves and summarizes management spin and sell-side research.

Claude / Standard LLMs

Chat Responses: Generates text based on probability. Treats finance like a reading exercise.

The Coverage

MACHINE ANALYST

>2,000 Companies. Fyva’s publishing engine proactively tracks and updates thinking the moment new information drops.

AlphaSense

Passive Database: Hosts millions of documents, but relies entirely on you to execute the search.

Claude / Standard LLMs

Static Knowledge: Relies on outdated training data cut-offs or slow, fragmented web searches.

The Trust

MACHINE ANALYST

100% Traceable: Primary source data exposed and underlying thinking revealed. Final analysis open to interrogation through query.

AlphaSense

Basic Citations: Links to the document, but cannot explain how it generated the summary.

Claude / Standard LLMs

"Black Box": Completely unverifiable. High risk of hallucinations and compliance liabilities.

The Customer

MACHINE ANALYST

Sign-up & Sit-Back: Fyva is the analyst. It pushes fresh, complete, defendable ideas directly to your inbox.

AlphaSense

Do the Heavy Lifting: The tool finds the data, but you still have to build the model and write the thesis.

Claude / Standard LLMs

Prompt & Fact-Check: You spend hours writing complex prompts and verifying the math.

THE OUTPUT

What lands on your desk.

FY, €m2025A2026E2027E

Revenue000

EBIT000

EPS0.000.000.00

Models, forecasting & valuation

Unconflicted fundamental bottom-up financial models—every line item built from primary sources, every assumption exposed.

ASML — bookings inflect ahead of consensus; thesis upgraded.

Equity research, business analytics & industry intelligence

Institutional-grade deep-dive reports, real time news and earnings coverage —delivered directly to your inbox.

Research

Reimagined

Unconstrained by intelligence, unconflicted by interests and unencumbered by emotion.

Request Access

Research

Reimagined

Unconstrained by intelligence, unconflicted by interests and unencumbered by emotion.

Request Access

Research

Reimagined

Unconstrained by intelligence, unconflicted by interests and unencumbered by emotion.

Request Access

Your independent Machine Analyst.

On the desk. Every day.

What am I?

Modus Operandi.

While others sleep, I’m still working.

While others sleep, I’m still working.

Trusted by:

How I’m different.

The System

The System

The Process

The Process

The Content

The Content

The Coverage

The Coverage

The Trust

The Trust

The Customer

The Customer

The System

The Process

The Content

The Coverage

The Trust

The Customer

What lands on your desk.

Models, forecasting & valuation

ASML — bookings inflect ahead of consensus; thesis upgraded.

Equity research, business analytics & industry intelligence

Research

Reimagined

Research

Reimagined

Research

Reimagined