Financial Data Enrichment
You can build your investment strategy on data from the start, but inevitably, gaps appear. Your analysts burn hours on research, and details still slip through. Gather additional financial data automatically and enhance your datasets with DataOx. Our financial data enrichment helps investors improve data quality, cover more sources, and make decisions faster.
SCRAPING ALTERNATIVE DATA FOR INVESTMENT
DataOx scraping services combine traditional market monitoring with the collection of alternative data to power your investment decisions. We scrape financial data, fix errors, and enrich it with context. You choose an industry to watch and receive ready-to-use datasets full of factors that affect it. Use public data to assess company health, spot social media sentiment, and forecast market trends.
Data Sources
Stock exchanges (NYSE, NASDAQ, LSE), financial news platforms (Bloomberg, Reuters, Financial Times, Wall Street Journal), crypto exchanges (Binance, Coinbase, Kraken), regulatory databases (SEC EDGAR, FCA), economic data providers (Federal Reserve, ECB, World Bank), Yahoo Finance, Finviz, TradingView, company investor relations pages, marketplaces, social media, and more.
Implementation timeline
Two to three weeks, depending on the volume and complexity of the data sources. You can get in touch with our data specialists for a more accurate estimate that is customized for your requirements.
Why Investors Scrape Financial Data
Automated data collection allows investors to combine multiple sources, build strategies on objective data, and keep up with constantly changing markets. Whether you need to conduct in-depth industry analysis or capitalize on short-term opportunities, data scraping has proven to be a valuable tool.
98%
Of investment professionals believe the importance of alternative data is growing, according to an international study. It helps find new ways to beat the market.
96%
Of interviewed portfolio managers and analysts use alternative data in building investment strategies.
5x
Faster trading operations with data-based automated setup, according to our client’s report. DataOx’s module uses flexible trading strategies and helps open and close deals in seconds.
30%
Increase in our client’s profit. The system identifies optimal trading timings and eliminates human errors.
A Trusted Partner For All Financial Data Needs
A Trusted Partner For All Financial Data Needs
DataOx financial data extraction services deliver data tailored to your particular financial strategy. We collect the data in real time or on your schedule, add structure, clean duplicates, and enrich the dataset with missing details and additional information.
Internal Database Enrichment
Company Profile Enrichment
Market Data Aggregation
News Monitoring
Real-Time Data Feeds
Custom Financial Data Solutions
Internal Database Enrichment
Fill the gaps in your data to see its full potential
DataOx uses web scraping financial data to enrich your transaction logs and investment metrics with stock market prices and exchange rates. We use public data to turn your customer records into a functional database that provides actionable insights about your clients.
Contact details updated
Categories created
Noise removed
Outdated data flagged
External data added
AI-powered validation
Datasets turned machine-ready
Company Profile Enrichment
Add financial depth to your records — see what businesses are worth investing in
Aggregate all public company data in one place to run a comprehensive analysis. DataOx scrapes business websites, financial statements, periodic reports, financial news sites, and alternative data for investment. Add missing details and automatically track future changes.
Financial performance data validated
Ownership changes tracked
Funding history collected
Leadership team profiles added
Job postings analyzed
Technographic enrichment covered
Companies compared for benchmarking
Market Data Aggregation
See the whole picture — monetize opportunities before others notice
Use financial data extraction services to aggregate multiple sources and avoid gaps in your analytics. DataOx formats scraped financial data from exchanges, regulatory filings, and news into ready-to-use enriched datasets.
Markets followed in real time
Trading volume monitored
Financial statements scraped
Economic indicators tracked
Historical data collected
Correlation matrices created
News Monitoring
Track thousands of sources automatically, spot sentiment shifts
News updates enrich datasets with context, making it easier to notice patterns and predict market reactions early. We set up custom tracking for your target topics. Your team can stop scrolling through irrelevant headlines and focus on the events that affect your industry.
News extracted in real time
Full article text analyzed
Custom notifications set up
Enrichment datasets created
Regulatory updates alerts
AI-powered content filtering
Social media sentiment tracked
Real-Time Data Feeds
Scrape financial data around the clock — be one step ahead of your competitors
DataOx collects stock market and crypto exchange data every few seconds. We deliver it directly to your system or send personalized alerts. You can enhance market numbers with news articles, social media sentiment, and company filings scraped in real time or on your schedule.
40+ global exchanges covered
After-hours trading data collected
Crypto market data scraped
Volume spikes detected
Data integrated into your system
Dashboards for real-time analysis
Custom Financial Data Solutions
Scrape niche data, integrate into unique systems
Web scraping financial data with DataOx means the output fits your specific needs. We develop instruments with custom extraction logic and build data infrastructure around your portfolio. With personalized APIs, you can integrate data into your analytics system or fintech product.
Portfolio companies monitoring
Acquisition targets tracked
Niche sectors covered
Multi-language datasets
Regional data collected
Alternative data delivered
A Trusted Partner For All Financial Data Needs
DataOx financial data extraction services deliver data tailored to your particular financial strategy. We collect the data in real time or on your schedule, add structure, clean duplicates, and enrich the dataset with missing details and additional information.
Who We Serve
HEDGE FUNDS & ASSET MANAGERS
TRADING FIRMS & PROP DESKS
FINTECH COMPANIES & DIGITAL BANKS
INVESTMENT RESEARCH FIRMS
CRYPTO TRADING PLATFORMS
WEALTH MANAGEMENT FIRMS
INSURANCE COMPANIES
RISK MANAGEMENT FIRMS
Need Data Enrichment Services That Drive Results? Let’s Talk!
Whether you plan a one-time database boost or need regular updates to maintain high data quality, our scraping and enrichment specialists can help. Ready to fill the gaps in your financial data? Drop us a line.
aggregate data from anywhere, enrich any dataset
DataOx team combines data from multiple exchanges into a single feed, adds context from news platforms, and checks regulatory databases for you. You choose the format that fits your system.
Bloomberg
Yahoo Finance
Finviz
Binance
Reuters
Coinbase
SEC EDGAR
TradingView
Kraken
CoinDesk
Financial Times
CSV
XLSX
JSON
XML
Database
CRM
Dashboards
Analytics
Insights
API
USE CASES
ALGORITHMIC TRADING
DataOx develops custom data-based solutions to automate your crypto and stock trading. We connect real-time data from Binance, Yahoo Finance, and dozens of other platforms to your system and set up smart trading strategies to perform arbitrage in seconds.
MARKET SENTIMENT ANALYSIS
Aggregate news coverage, social media, analyst reports, and trading activity to evaluate market sentiment and adjust your investment strategy. DataOx runs real-time monitoring for abrupt shifts and prepares datasets for natural language processing and deep analysis.
DUE DILIGENCE
Enrich self-reported details with scraped public data about your target company. DataOx helps you combine fragmented records into a structured, easy-to-use dataset. Scrape corporate registries, sanctions lists, litigation records, and financial filings to automate your research process.
COMPETITIVE INTELLIGENCE
Scrape financial data of your competitors to understand their market positions, performance, and strategy. Monitor prices, gather regulatory filings, and collect deal data at scale. DataOx delivers raw or structured financial datasets to help you spot pricing and revenue trends in your industry, improve strategic planning, and benchmark.
RISK ASSESSMENT
Enrich your financial datasets with high-quality alternative data for investment risk management. Track economic and political changes, monitor industry markers, and scrape relevant legal records. We structure fragmented data and prepare it for human or AI-powered analysis.
DATA CATEGORIES WE SCRAPE TO ENRICH FINANCIAL DATASETS
Stock prices
Crypto prices
Trading volumes
News updates
Market depth
Regulatory filings
Tax records
Forex rates
Analyst ratings
Corporate actions
Funding rounds
Futures prices
8 Years of Uninterrupted Growth: How We Built the Ultimate AI Recruitment Platform from Scratch
Challenge
Discovered as the recruitment automation company needed to develop and scale AI-powered tools for small and mid-sized businesses. The core product – a customizable interview guide generator – required continuous development, enhancement, and strategic technical implementation to stay competitive in the rapidly evolving HR tech market.
Solution
Services delivered
Data Services:
- Data integration
- IDP (Intelligent document processing)
ATS (application tracking system) development
Development services:
- API development
- Full-stack Custom SaaS development
- AI-driven behavior automation implementation
- Continuous platform enhancement and maintenance
- Advanced onboarding system development
client priority
Team stability and dedicated support – ensuring consistent development team throughout the 8+ year partnership
Results
Platform Scale & Performance:
- 900K+ candidates in the system with 780K resumes
- 3.8K active job openings from 20K total posted
- 2.5K active client companies with 1K new companies added annually
- 3TB of data storage (AWS S3) supporting massive operations
- 120K assessments completed in the last year
- 20K video interviews conducted and processed
CHOOSE YOUR ECOMMERCE DATA SOURCES TO SCRAPE
Bloomberg
Yahoo Finance
Finviz
Reuters
TradingView
Binance
Coinbase
SEC EDGAR
Financial Times
MarketWatch
NYSE
NASDAQ
CoinMarketCap
WSJ
Federal Reserve
Custom
our simple 5-step process
Getting started with DataOx.
Step 1
Send Us a Request
Choose the Most Convenient Way to Reach Us
You can contact us through the channel that works best for you:
Email sales@data-ox.com or any contact button on our website. Our average response time is 2-4 hours during business days.
Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.
WhatsApp for quick questions or to start the conversation about your project needs.
Step 2
Discuss Your Requirements (+ NDA IF NEEDED)
We Listen to Understand Your Needs
During our initial conversation, we focus on understanding your specific data requirements, business goals, and expected outcomes. For sensitive projects, we can sign an NDA before diving into details. We ask targeted questions to clarify scope and identify the best approach for your project.
What data you need and from which sources
Your timeline and delivery preferences
Technical requirements and integrations
Budget considerations and project scope
NDA and confidentiality (optional)
Step 3
Receive Your Proposal
Clear Scope, Timeline, and Pricing
You’ll receive a detailed proposal with everything you need to make an informed decision:
Project scope and deliverables
Technical approach and methodology
Timeline with key milestones
Fixed pricing with no hidden costs
Data delivery format and schedule
Step 4
Contract & Project Kickoff
Let's Make It Official and Start Building
Once you approve the proposal, we’ll sign the service agreement and introduce your dedicated project manager. Our team will be assembled and ready to start up to 10 days.
Step 5
Delivery & Ongoing Support
Reliable Results and Long-term Partnership
We deliver your data solution on time, with full documentation and support. Our relationship doesn’t end at delivery – we provide ongoing maintenance and optimization as your business grows.
why companies choose dataox
reliable delivery, guaranteed stability
We ensure consistent data flows with 99.9% uptime. Your business operations run smoothly without interruptions or data gaps.
data quality yournrncan trust
Smart automation + manual QA where it matters — for accurate, consistent, and business-ready results.
proactive partnership,rnnot just service
We don’t just listen — we actively help solve your challenges. Our team anticipates issues and provides strategic guidance throughout the project.
сost-effectivernat scale
Whether it’s 1 source or 3,000 — you pay for value, not overhead.
complete confidentiality protection
Your project stays secure with comprehensive NDAs. We never share, reuse, or transfer your data to third parties — your competitive advantage remains yours.
manual work out, automation in
We automate your data collection and delivery — so your team stays focused on what matters.
trusted by clients who value data security
For full details, visit our Privacy Policy
SSL Secured
GDPR Ready
CCPA Aware
Transparent Data Use
trusted technologies behind our data solutions
core languages
Python
Java
Java Script
web scraping & crawling
Playwright
jsoup
Scrapy
Selenium
Puppeteer
data processing & enrichment
Pandas
NumPy
Dask
PySpark
Open Refine
GPT API
Clearbit
system integration & apis
FastAPI
Spring Boot
Kafka
RabbitMQ
REST
GraphQL
document & ticket automation
Tesseract
pdfminer
Camelot
PDFBox
2Captcha
Amadeus API
Eventbrite API
custom data visualization
Plotly
Streamlit
Seaborn
Matplotlib
Bokeh
Altair
D3.js
Chart.js
Highcharts
cloud & delivery infrastructure
AWS
Docker
GitHub Actions
Redis
PostgreSQL
Firebase
Heroku
what our clients say about us
I’ve worked with Vladislav and DataOx twice now and have been impressed both times. They don’t just do everything they committed to do — on time and on budget — but they go above and beyond. On this second project, they showed initiative and added something they suspected I would want. They were right. I cannot recommend him and them any more enthusiastically. I’m a big fan.
March 13, 2026
We worked with the DataOx team on a complex internal project that involved building a custom software solution with Slack Bot integration, sophisticated server-side logic, and automated API workflows. The system needed to fetch, process, and store data in an intermediate database, and—only if specific conditions were met—push that data through additional APIs to our target software. It was no small task.
So far, everything is running flawlessly, and we couldn’t be more satisfied. Their communication was consistently sharp, fast, and proactive—so fast, in fact, we sometimes had to catch up with them! Whether it was refining a feature, squashing a bug, or adjusting requirements on the fly, the team was always on it.
What really stood out was the professionalism: we had a dedicated, experienced project manager who kept everything aligned and moving smoothly. DataOx truly listens, understands your needs, and delivers high-quality work with precision.
If we could give 10 stars, we would. Highly recommend this outstanding team—and we’re definitely looking forward to working with them again!
March 13, 2026
Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.
March 13, 2026
High Quality, fast data scraping from the team at DataOx. Very communicative and always proactive in understanding requirements before starting the work. Used multiple times, and will be using in the future!
March 13, 2026
Both the quality and the speed of delivery were awesome, and the communication along the way with our project manager and sales leader was perfect. They were both good at eliminating ambiguity in our requirements which resulted in a delivery we are very happy with.
March 13, 2026
I worked with DataOx on a data scraping. everything was done on time and with high quality. Vladislav and his team showed a high level of professionalism and attention to detail. I recommend DataOx to anyone looking for reliable specialists in web scraping!
March 13, 2026
These guys are simply the greatest. They are timely and accurate in their work, they communicate quickly, and I feel they genuinely understand and care for our needs. Whatever we have asked for, they have delivered. They made us a web scraper and automated many processes for our webshop. We started working together with Andrew and Bogdan in November 2022, and they are a delight to work with. Bogdan as our project leader, has been great! We will continue to work with DataOx for our projects.
March 13, 2026
COMMON QUESTIONS ABOUT FINANCIAL DATA ENRICHMENT
Is web scraping financial data legal?
Yes, for publicly available data like company filings, stock prices, and finance-related news. DataOx scrapes public sources to deliver data for analysis, automated trading, and database enrichment. We do not scrape personal financial accounts and private data behind paywalls.
What is financial data enrichment?
Financial data enrichment is the process of cleaning, structuring, filling in missing details, and adding extra context to financial data. DataOx enhances financial datasets with firmographic data, market stats, news context, legal records, and more.
What sources do you use to enrich financial data?
DataOx scrapes company websites, public records, news articles, social media, stock exchanges, financial platforms, and other publicly available data. Source selection depends on your use case and target data types.
Is my data secure during enrichment?
DataOx signs full NDAs before projects start. Your data is never shared or exposed to third parties. All enriched datasets stay confidential and are delivered exclusively to your system. We never repurpose or resell the data we’ve scraped for you.
How often do you update the data?
DataOx scrapes fresh data and delivers it to your system on the schedule you choose. We set up custom integration via API for real-time data updates or regularly send enriched datasets in a format that fits your workflow.
Do you provide alternative data for investment?
Yes. DataOx collects data from social media, financial news outlets, corporate websites, marketplaces, review platforms, maps, and more to deliver alternative datasets to investment teams. Choose your sources and stay ahead of competitors that fully rely on traditional data.
Are your services better than buying readily available alternative datasets?
DataOx builds custom scrapers to collect data that fit your use case. You don’t have to deal with noise and irrelevant blocks of ready-made datasets. We provide raw data or structure, clean, and enrich it with additional information you need.
What formats do you deliver alternative data in?
XLSX, CSV, JSON, or direct database feeds. We create custom APIs to integrate data into your existing system and structure the datasets to your requirements, allowing your team to start analysis immediately.
Get a Cost Estimate for Financial Data Enrichment
Please answer a few questions about your business needs, and our experts will get back to you with a custom cost estimate.
What type of financial data do you need?
Stock prices & market indices
Cryptocurrency rates & trading data
Firmographic data
Economic calendars & news
Risk & compliance data
SEC filings & regulatory data
Contact & lead data
Alternative & sentiment data
All of the above
Other (please specify)
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How many records need enrichment?
Under 1,000 records
1,000-10,000 records
10,000-50,000 records
50,000-100,000 records
100,000+ records
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How often do you need data enrichment?
One-time enrichment
Monthly updates
Quarterly updates
Real-time enrichment via API
Custom schedule
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How many employees are in your organization?
<50
50-250
250-500
500-1000
1000-5000
5000+
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Anything else you'd like to add? (optional)
Required fields
Preferred way of communication
Any
Zoom/Google Meet
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Just one more step!
Thanks for sharing your data needs with us! 👋
You will receive the estimate for your project within 72 hours. It’s non-binding and absolutely free.