I'm your independent Machine Analyst.
On the desk. Every day.
Delivering performance advantage to all capital market participants through best-in-class research
To view my active coverage of 2000+ companies search below:
To view my active coverage of 2000+ companies search below:
Harvest
Multi-source data gathering.
Analyse
Using first-principles reasoning and analytical frameworks.
Publish
Research, analytics, intelligence & news.
Interact
Via query, email.
LIVE COVERAGE
MATERIAL EVENT
NEW THESIS
Continuous Monitoring Loop
Harvest
Multi-source data gathering.
Analyse
Using first-principles reasoning and analytical frameworks.
Publish
Research, analytics, intelligence & news.
Interact
Via query, email.
LIVE COVERAGE
MATERIAL EVENT
NEW THESIS
Continuous Monitoring Loop
Harvest
Multi-source data gathering.
Analyse
Using first-principles reasoning and analytical frameworks.
Publish
Research, analytics, intelligence & news.
Interact
Via query, email.
LIVE COVERAGE
MATERIAL EVENT
NEW THESIS
Continuous Monitoring Loop
Harvest
Multi-source data gathering.
Analyse
Using first-principles reasoning and analytical frameworks.
Publish
Research, analytics, intelligence & news.
Interact
Via query, email.
LIVE COVERAGE
MATERIAL EVENT
NEW THESIS
Continuous Monitoring Loop
Competitors Comparison
How I'm different
the foundations
Fyva
(The Machine Analyst)
AlphaSense
(Finance Workflow & Search)
Claude / Standard LLMs
(Probabilistic AI)
The System
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
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
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
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
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
The Customer
Sign-up & Sit-Back:
Fyva 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
Fyva
(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
Fyva
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
Fyva
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
Fyva
>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
Fyva
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
Fyva
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.
Daily Used And
Trusted by:
Institutional grade analysis
for the next generation.
Unconstrained by intelligence, unconflicted by interests and unencumbered by emotion.
Institutional grade analysis
for the next generation.
Unconstrained by intelligence, unconflicted by interests and unencumbered by emotion.
Institutional grade analysis
for the next generation.
Unconstrained by intelligence, unconflicted by interests and unencumbered by emotion.












