F10 // Financial Intelligence · Data

The data platform that unifies the whole stack.

MT4 / MT5, cTrader, PrimeXM, Centroid, oneZero, CRM, PSPs and ledger — all landing in one governed, real-time data platform.

For firms whose intelligence is bottlenecked by the fact that no two systems agree what a 'client' or a 'trade' is.

The Problem

Why firms come to us for this.

01
No single view of the client

The trading platform, CRM, marketing tool and support desk all have their own version of the same person.

02
Analytics is downstream of chaos

Every dashboard starts by re-deriving the same joins, badly, from the same raw exports.

03
Real-time is a slide

Batch pipelines make yesterday's decisions available today.

Anatomy

What we actually build for you.

Every engagement is bespoke — but the underlying architecture follows the same layered pattern. Owned by you, deployed on your infrastructure.

L05BI, product & app consumers
L04Semantic + serving layer
L03Warehouse / lakehouse
L02Streaming + batch ingestion
L01Source systems (trading, CRM, PSP, comms)
Capabilities

What ships in the box.

Unified client & trade graph

Deterministic identity resolution across every system, in real time.

Streaming ingestion

Sub-second capture from trading, PSPs, CRM, marketing, comms and support.

Governed semantic layer

One source of truth for the numbers — retention, LTV, PnL, cohorts — used by every downstream app.

Reverse ETL

Enriched, modelled data pushed back into the systems that operate the business.

Data contracts & lineage

Every field, every join, every metric documented and monitored.

Warehouse of your choice

BigQuery, Snowflake, Databricks or Postgres — we build to your existing footprint.

Integrates with
MT4/5cTraderPrimeXMoneZeroCentroidStripeSalesforceHubSpotSegmentSnowflakeBigQuery
Talk to Us

Scoping a build for a brokerage, wealth firm or fintech?

We take a small number of new engagements each quarter. Send a two-line brief and we'll respond within 48 hours.