Now in public beta
Defensible analytics at AI speed
Turn messy data into repeatable, interactive analyses, with an audit trail you can explain in exec review. No Python required.


The daily analyst struggles. Sound familiar?
Another day, another complex analysis request. The backlog grows.
You tried another spreadsheet copilot. It failed spectacularly... again.
You're tempted to vibe code it, but "AI said so" won't survive the CFO review.
So you go back to manual work and start planning that "learn Python" sabbatical.
The AI gap is real
70%+
of top software teams now use AI-assisted workflows

<10%
of business analysts have adopted an equivalent AI-assisted workflow, citing trust as the main issue

This isn't a "we need a smarter model" problem.
It's a legacy architecture + UX problem.
We built Shadowfax to close the gap
Analysts deserve better than another fickle copilot retrofitted onto a legacy tool designed for manual interaction.
They deserve a product that scales to real-world analytics needs, supports sophisticated patterns, and builds trust, without needing to master Python.

Designed for real-world analytics
Accuracy you can rely on
AI accelerates the work, but correctness comes first. Shadowfax is designed to surface assumptions and avoid silent failures.
Easy to use
Powerful analytics without unnecessary friction. Shadowfax keeps complex work approachable without oversimplifying what matters.
Reproducible artifacts
Every analysis is structured, repeatable, and easy to extend as data and questions evolve.
Inspectable and auditable
Every step can be reviewed and validated, even by stakeholders without coding expertise.
Built for real-world complexity
Support for sophisticated, dynamic, end-to-end analytics workflows, not just simple queries or one-off answers.
One unified system
Data prep, logic, dynamic inputs, visualizations, and apps in a single, coherent platform. No fragmented toolkit.
When analytics finally feels right
"Shadowfax has built what I think is the most impressive AI-powered analytics tool for consultants... and we've used them all"
Senior Partner
@ Top-5 global strategy consultancy
"I was blown away. Shadowfax ran an RFM analysis in under 20 minutes that would normally take us 1-2 weeks. It used our standard methodology based on the knowledge file we gave it. I could verify every step and iterate on the precise logic despite not knowing how to code."
Retail strategist
@ Fortune 500 retail company
"I was able to build a 30 page QBR deck using Shadowfax in a single day. This previously took my whole team a week to create using three different tools. Any Finance professional not using AI isn't going to be around for long."
FP&A Manager
@ Leading SaaS company
How Shadowfax works
Step 1
Connect to your data locally or in the cloud

Step 2
Outline objectives & iterate with agent on an analysis methodology

Step 3
Let agent build the model with dynamic inputs, visuals & transparent logic

Step 4
Validate agent's work with easy to understand formulas & iterate on changes

Graph Framework
Structured analytics, end to end
Analytics logic you can trust
Build persistent, verifiable, and reproducible analytics by translating intent into standardized, atomic transformations chained together in a clear graph.

Deep Context Awareness
Shared context, built into every analysis
Analytics that speaks your language
Store persistent organizational context so you can work using the same acronyms, shorthand, and definitions your team already uses.

Sophisticated Workflows
Workflows that keep up with complexity
Simple to start. Powerful when it matters.
Shadowfax is easy to adopt while supporting the most sophisticated analytical patterns as complexity grows.

Flexible Visualization Framework
From insight to presentation
Visuals without the friction
Describe the insight you need and let AI generate presentation-ready visuals — without wrestling with charting tools.

Learn more about Shadowfax
USE CASES
Explore Real-World Analytics Use Cases
Jump-start your analysis with pre-built workbooks, sample data, and video tutorials. Pick a use case and see results in minutes.
Learn more![]()
DOCS
Understand how Shadowfax works
A clear, structured explanation of the concepts, workflows, and design decisions behind Shadowfax.
Learn more![]()