Market-data ingestion pipelines
Collect and consolidate data from public sources, partner feeds, APIs, documents, and internal systems.
Turn fragmented financial data into usable market intelligence.
ORQAI builds data platforms and intelligence systems that help institutions collect, structure, analyse, distribute, and act on financial-market information across African markets.
ORQAI builds data platforms, intelligence systems, and analytics—not licensed exchange, brokerage, investment advisory, or market-data vendor services unless explicitly agreed with partners.
Fragmented data slows every downstream product
Financial teams often rely on fragmented spreadsheets, PDFs, websites, email updates, manual research, and disconnected databases. This makes it hard to build reliable investment products, dashboards, APIs, research workflows, and decision systems.
ORQAI works with permissioned, public, partner, and client-owned datasets—structured for analytics, research infrastructure, and embedded insights.
What ORQAI can build
Financial-data normalisation and cleaning
Standardise instruments, issuers, time series, and metadata so teams can trust what they analyse.
Research and intelligence dashboards
Purpose-built views for market monitoring, issuer research, macro tracking, and team workflows.
Data APIs and controlled access layers
Expose structured intelligence to internal teams, partner platforms, and product experiences with permissioned access.
Market news and signal extraction
Turn unstructured news and research content into searchable signals, summaries, and alerts.
Corporate actions and issuer intelligence
Track disclosures, corporate events, and issuer context alongside market and fundamental data.
Macro and regulatory data tracking
Monitor policy updates, macro indicators, and market-relevant regulatory information in one intelligence layer.
Data quality, lineage, and permissions
Know where data came from, how it was transformed, and who can access it across the platform.
Internal knowledge bases and search
Make research notes, documents, and institutional knowledge discoverable alongside live market data.
Embedded intelligence widgets for partner platforms
Package analytics and insights for fintech apps, portals, and partner experiences via APIs and widgets.
Data domains
- Listed equities and issuer disclosures
- Government bonds and yield data — see also treasury and fixed-income analytics
- Macroeconomic indicators
- SACCO and cooperative finance data
- Regulatory and policy updates
- Market news and research content
- Alternative and proprietary datasets
Teams building on financial-market information
Fintechs building investment or savings products
Embed market intelligence, research infrastructure, and data APIs into customer-facing financial products.
Banks and treasury teams
Unify market intelligence across treasury, strategy, and relationship teams with shared data platforms.
Asset managers and investment advisers
Support research workflows, portfolio monitoring, and cleaner dashboards across equities, bonds, and macro data.
SACCOs and cooperative networks
Structure member-share, dividend, and market intelligence for cooperative finance operations.
Media, research, and data providers
Package trusted data into APIs, dashboards, and partner experiences that extend reach and utility.
Internal strategy and finance teams
Give leadership and finance teams reliable market intelligence without manual spreadsheet workflows.
Example use cases
Embedded market insights for fintech apps
A fintech wants to embed market insights into its customer app.
Research dashboard for multi-asset teams
An asset manager wants a cleaner research dashboard for equities, bonds, and macro data. Explore treasury and fixed-income analytics for bond and yield workflows.
Internal market intelligence for banks
A bank wants internal market intelligence across treasury, strategy, and relationship teams. Explore treasury and fixed-income analytics for bond and yield workflows.
SACCO member-share intelligence
A SACCO network wants structured member-share and dividend intelligence.
Data provider product packaging
A data provider wants to package trusted data into APIs, dashboards, and partner experiences.
Shared foundation for ORQAI Invest
ORQAI Invest uses the same intelligence foundation to deliver consumer-facing market insights. Learn more about ORQAI Invest.
Platform architecture
ORQAI data platforms are designed as a layered stack—from raw sources through to product experiences teams and customers can use.
Platform architecture
Sources → product experiences
Source
Public data, proprietary data, partner data, PDFs, spreadsheets, APIs, and news.
Data platform
Ingestion, cleaning, validation, enrichment, storage, and access controls.
Intelligence
Analytics, models, scoring, summaries, alerts, and AI-assisted interpretation.
Product
Dashboards, APIs, reports, widgets, copilots, and customer-facing applications.
From data infrastructure to usable intelligence
Financial-services domain understanding
Platforms designed around how institutions actually collect, use, and distribute market information.
Strong data and software engineering capability
Production-grade pipelines, APIs, and storage—not one-off research spreadsheets.
Quantitative and analytical depth
Analytics and models integrated with data infrastructure where precision and structure matter.
Kenya and Africa market context
Built for local instruments, data sources, and market structure across African financial markets.
Product-led execution
Reusable data and intelligence capabilities that compound—not bespoke consulting without a platform core.
Data infrastructure into financial products
Ability to turn research infrastructure and analytics into dashboards, APIs, and usable product experiences.
Build the financial data foundation your products and teams can trust.
Discuss a data platform, research infrastructure, or embedded intelligence project—or explore how the same foundation powers ORQAI Invest and treasury analytics.