Finance · Technology · Data

From raw financial data to
causal insight.

We embed alongside your finance and investment teams — building the data infrastructure, AI, and causal intelligence that turn scattered numbers into decisions you can trust.

PROFIT DRIVER ATTRIBUTIONLIVE
Price mix+$1.09M
Volume effect+$0.52M
Isolated causal driverSite 4 · 10.9%
Why the name

Anyone can show you what correlates.
We find what causes.

Most analytics stop at what moves together. The valuable — and much harder — question is what actually drives what. That distinction sits at the core of everything we build, so you act on causes, not coincidence.

CORRELATION — MOVES TOGETHER CAUSALITY — DRIVES OUTCOME

Trusted where the stakes are highest

We work behind the scenes with the teams managing the world's most demanding capital.

Enterprise
0
Fortune 100 finance teams served
Private equity
$0B+
AUM across our PE clients
Capabilities
0
Core data & AI disciplines
Footprint
0
Global hubs — New York & San Sebastián
What we do

An engineering and data team, built for finance.

One partner across the full stack — from the plumbing that moves your data to the AI that finds cause and effect inside it.

01

Data infrastructure & connectors

Modern databases and pipelines that pull from every system you run — accounting, portfolio, market, and operational — into one reliable foundation.

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02

Cleaning & normalization

We turn messy, inconsistent, multi-source data into clean, analysis-ready datasets — with the validation and lineage institutional investors demand.

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03

AI & applied models

Practical machine learning and LLM systems built for your workflows — not demos. Deployed where they save real time and surface real edge.

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04

Correlation & causality

The difference that matters. We go beyond what moves together to what actually drives what — so you act on causes, not coincidence.

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05

Signals & market benchmarks

Leading indicators and benchmarks that put performance in context — how a company, fund, or market is really tracking against its peers.

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06

M&A intelligence

Diligence and deal support powered by data — screening targets, pressure-testing theses, and monitoring portfolios with evidence, fast.

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The difference

Not a dashboard. Not a one-off report.

Most teams get a tool and a login. We become part of yours — and stay accountable to the outcome.

The typical vendor

Ships a tool, then disappears
Reports what happened, not why
Generic templates, rigid setup
Off-the-shelf, take it or leave it
You do the integration work

Causal Partners

Embedded with your team through delivery and beyond
Isolates the causal drivers, not just correlations
Built around how your business actually works
Bespoke systems, owned by you
We connect to every source — even the messy ones
How we work

Hand in hand with your team.

We're not a vendor who ships a tool and disappears. We sit alongside your people, learn your problem in depth, and stay through delivery and beyond.

01

Understand

We start by getting the problem right — the workflows, the data, the constraints, and what a real win looks like for you.

02

Propose

A clear, pragmatic plan. What we'll build, how it fits your stack, and the impact you should expect — no black boxes.

03

Implement

We build it with you, not around you — shipping working systems in tight loops, embedded in your team.

04

Iterate

We measure, refine, and keep improving. Your problems evolve; so does what we build to solve them.

Who we work with

Built for CFOs and asset managers.

Our clients run large, complex portfolios where data quality is a competitive advantage — and a liability when it's wrong. We speak their language and work to their standard.

CFOs & finance leaders Asset & portfolio managers Private equity funds Portfolio companies
Fortune 100

Enterprise data foundations

Unified fragmented financial and operational data into a single trusted source — cutting reporting cycles and giving leadership numbers they can act on same-day.

Multi-billion AUM PE

Portfolio intelligence at scale

Connected data across hundreds of holdings, then layered signals and causal models to separate the drivers of returns from the noise.

PE portfolio companies

Value creation, operationalized

Embedded with portco finance teams to clean data, automate benchmarking, and stand up the AI tooling that supports the value-creation plan.

The valuable part isn't knowing what moves together — it's knowing what actually causes what. That's the work we do alongside our clients every day.

Where we are

New York & San Sebastián.

Two hubs, one team — covering US and European markets across time zones.

Americas
New York
EST · UTC−5

At the center of global capital markets — close to the funds, CFOs, and deal teams we serve.

Europe
San Sebastián
CET · UTC+1

Our European base for engineering, data, and client delivery across EMEA.

Let's solve the problem together.

Tell us what's slowing your team down. We'll bring the finance fluency, the engineering, and the causal thinking to fix it — hand in hand.

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