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How APIs and Webservices Are Powering the New Era of Data‑Driven Investing

BeQ Global Indexes Services & Customized Index Creation

How APIs and Webservices Are Powering the New Era of Data‑Driven InvestingIn the age of algorithmic markets and machine‑driven decisions, a new kind of financial infrastructure is emerging — one where data is streamed, indexes are computed in real time, and investment strategies plug directly into global markets through APIs and cloud‑based pipelines. At the center of this shift stands BeQ Holdings, the Vietnamese-born data powerhouse that now maintains more than 100,000 Vietnamese and international indexes across benchmark, sector, sentiment, thematic‑ESG, and tradable index categories.

But what truly differentiates BeQ is not only the breadth of its index universe — it is the technology that delivers it.

BeQ has quietly built an API‑first, web‑service‑driven indexing architecture that mirrors the capabilities of global index giants. Inside the company’s R&D platforms — CCPR, CCPI, CCPS, and CCPE — APIs and Webservices form the connective tissue that allows data, indexes, analysis, and strategies to flow instantly across the entire ecosystem.

The API Revolution: Index Data Delivered at Machine Speed

In the official documentation of BeQ’s cloud research platform (CCPR), the system is described as supporting dynamic web services that allow users to automate data extraction and seamlessly connect to external platforms.

These web‑based data pipelines provide:

  • Direct programmatic access to index levels, constituents, metadata, performance tables
  • Real‑time updates, refreshing every few minutes for high‑frequency users
  • Historical time series for backtests and modeling
  • Computation-on-demand, letting users generate new calculations in the cloud
  • Integration with trading systems, quant models, and portfolio management tools

BeQ’s APIs turn indexes into living data streams — not static spreadsheets.

For asset managers, fintech platforms, robo‑advisors, and quant researchers, this means:

  • No delays
  • No manual downloads
  • No version mismatch
  • No risk of stale or corrupted data

Indexes become plug‑and‑play components that slot directly into a user’s workflow.

Webservices: The Hidden Engine Behind Custom Indexing

Where APIs deliver raw index data, BeQ Webservices deliver the logic — the rules, selections, updates, and corporate‑action adjustments that define each index.

According to the CCPR documentation, BeQ’s system allows researchers to build pipelines that automatically extract and process data, then push those results into external platforms using dynamic webservices.

This model transforms how custom indexes are built and maintained:

1. Automated Constituent Selection

Webservices read rulebooks — such as capitalization thresholds, liquidity screens, sector filters, ESG constraints — and automatically compute eligibility lists.

2. Automated Rebalancing

Every quarter (or month), the system recalculates index membership using live data, replicating the governance processes described in the BeQ Management Rules.

3. Corporate Action Adjustments

Using the detailed methodologies in the BeQ Index Family rulebook — covering dividends, splits, rights issues, spin‑offs, mergers, and more — webservices adjust weights and divisor values automatically.

4. Publishing and Dissemination

Updated index values are pushed to:

  • dashboards (DashboardLive, CCPI)
  • PDF/Excel reports
  • third‑party trading systems
  • investor portals
  • dataset libraries for universities and research institutes

This is indexing in the cloud — automated, precise, and scalable.

Customized Indexes: Powered by APIs + Webservices

BeQ offers two classes of custom index creation:

A. Institutional Custom Index Services

Institutional clients — such as banks, asset managers, pension funds, and government agencies — can request custom indexes built on:

  • sectors
  • smart beta factors
  • ESG parameters
  • geographical regions
  • liquidity rules
  • concentration constraints
  • multi‑asset mixes

The BeQ Indexes Family explicitly lists Customized Indexes as part of the core service offering, alongside benchmark, sector, sentiment, and tradable indexes. [sec.gov]

These custom indexes are delivered via API and webservices, allowing institutions to integrate them into:

  • ETF creation pipelines
  • structured product desks
  • quant models
  • asset‑allocation engines
  • advisory platforms
 

B. Retail & Professional Custom Indexing via CCPI

BeQ’s CCPI platform extends the power of indexing to everyone.
CCPI is described as:

“a marketplace for new ideas of performing investment” enabling users to design, backtest and publish professional‑grade indexes in minutes.

APIs and webservices power every step:

1. Index Design

Users select filters and rules; CCPI’s webservices translate those rules into index algorithms.

2. Backtesting

APIs pull years of historical data instantly.

3. Real‑Time Indexing

Webservices compute and update index values every few minutes.

4. Marketplace Publishing

CCPI APIs publish the index into:

  • the dashboard
  • the “showroom” (index marketplace)
  • user profiles
  • licensing channels

This turns custom indexes into digital assets — a new frontier for creators.

Why APIs & Webservices Matter for Investors and Researchers

These technologies are not ornamental. They fundamentally change what is possible:

For researchers

CCPR webservices automate academic data collection, extraction, cleaning, and modeling.
This replaces months of manual work.

For asset managers

API‑based index delivery ensures that portfolios are always synchronized with benchmark rebalances, effective dates, and constituent changes. A necessity in the FTSE Emerging Market era.

For ETF issuers

Custom index rulebooks can be implemented entirely through automated webservices, reducing tracking error and operational risk.

For fintech and digital platforms

Plug‑and‑play APIs make it possible to embed indexes directly into:

  • mobile apps
  • robo‑advisor algorithms
  • trading signals
  • volatility dashboards
  • risk models

For retail investors

CCPI enables them to build and follow indexes with the same analytical power once reserved for Bloomberg terminals and quant fund

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