Data warehouse & BI

CharchoobData warehouse & BI for brokers

Unified data warehouse & BI platform for brokers

A brokerage produces data at high volume and speed: trades, orders, deposits and withdrawals, KYC, partner commissions, support conversations and price feeds. It usually sits in separate systems, like scattered islands. The problem isn't a lack of data. It's the lack of a reliable answer at the right time. Charchoob collects data from any source over a secure path, checks its quality before it reaches a report, reconciles conflicting identifiers and definitions, and delivers certified datasets, dashboards and data services. For every number, you know where it came from, what it means, who owns it, how fresh it is and who may see it.

Analytics today, intelligence tomorrow.

12
core capabilities, from data catalog to AI
6
architecture layers, from raw data to services
4
rollout phases, starting with a pilot on a real problem
5 min
shortest refresh cycle for critical data

Charchoob what you gain

One source of truth

Common definitions for customers, accounts, transactions and KPIs across every team.

Timely data

Seconds for critical events, minutes to hours for transactions, daily for analytical reports.

Control & protection

Access by role and sensitivity, masked personal data, and a full log of access and changes.

Trustworthy BI

Dashboards, automated reports and self-service analysis on certified KPIs, plus questions in plain language.

Fuel for AI

Versioned training sets, model-ready features and semantic search over documents.

Infrastructure that grows

Add sources and teams without redesign. Ingestion, processing and reporting loads stay separate.

How Charchoob works

Charchoob is layered, and each layer has one clear job. Data travels from source to consumer along a single controlled path: no report connects directly to an operational system, and no two sources are joined without passing through the identity-resolution layer. Governance, security and monitoring run alongside every layer.

Charchoob data platform architecture One controlled path from source to decision FROM RAW DATA TO RELIABLE ANSWERS 1 Sources Trading servers Back office & CRM Payments & KYC Support & feeds Files & APIs 2 Secure ingestion Private gateway Batch & CDC Streaming Watermarks 3 Raw & staging Source-faithful Unified time zone Change hashing Append-only 4 Quality & identity Quality gates Quarantine Reconciliation One customer, one ID 5 Unified core Conformed hubs History-aware dims Partitioned facts Shared KPIs 6 Marts & services Dashboards Self-service BI Ask in plain words APIs · AI & ML Governance & control Catalog Lineage Access matrix Alerts Backup & restore Audit Open-source stack: PostgreSQL · Apache Airflow · dbt · Apache Superset · Kafka for streaming where needed
  1. 1

    Workload separation

    Primary database, read-only reporting replica, processing server and source gateway are separate, so a heavy query never slows ingestion.

  2. 2

    No direct joins

    Sources are never linked directly on email, phone or ID. Every match goes through identity resolution with confidence, evidence and history.

  3. 3

    Register first

    Every new source is registered and classified by value, volume, owner, quality and sensitivity. Only valuable data is promoted, so the warehouse stays lean.

  4. 4

    Open & vendor-independent

    PostgreSQL, Apache Airflow, dbt and Apache Superset, extended with Kafka for streaming data. Commercial tools fit in where you need them.

Every number has a passport

Origin

which system, and when

Meaning

an agreed, documented definition

Owner

business owner and technical steward

Quality

result of the latest checks

Freshness

last update and allowed delay

Usage

who may use it, at what level

Charchoob connects with

Talk to us about Charchoob

Use Charchoob on its own or as part of the connected Chaahoop ecosystem.