a team finishing financial data extraction

Financial Data Extraction

You can turn financial data from time-draining liability into a source of actionable insights. The difference lies in automation. DataOx provides financial data extraction to transform chaotic tables, photos, and PDFs into ready-to-use datasets, and enhance your systems with external data from financial markets.

a team finishing financial data extraction
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We’ve been pulling data from resistant websites since 2015. The scraping specialists at DataOx have seen every trick sites use to block automated collection and beaten them all. Your datasets land structured exactly how you need them because we’ve done this type of work thousands of times. Zero learning curves or trial runs on your budget. We work with proven extraction methods from people who crack tough data problems for a living.

Andrii Pylypchuk

Technical Lead

Financial Data Provider for Any Sector

Private Equity

DataOx uses web scraping to collect all public information about a business and power a 360-degree assessment. Our services include financial report data extraction, regulatory filing scraping, legal records collection, job posting analysis, review monitoring, and more. Mitigate your risks before acquisitions and use extraction services to streamline data flows across existing assets.

Trading

DataOx creates a custom financial data extraction tool that delivers market information directly to your system. Get stock market prices, crypto exchange rates, and breaking financial news in real time. We develop APIs to integrate extracted data into your dashboards and automatic trading instruments, helping you catch market opportunities before others notice.

Insurance

Automation helps insurers process PDF statements, bank records, and repair estimates faster. Extracted data forms structured datasets that feed risk assessment and underwriting systems. DataOx helps enhance internal information with financial data extracted from public records. Get a comprehensive view of your applicants to cut risks and set the right premiums with minimum manual research.

Fintech

DataOx provides scalable data extraction financial solutions for fintech companies that grow fast. Real-time market data is delivered to your system via a custom API. Training datasets come ready-to-use for your new AI agent. We scrape public financial records and corporate reports, extract document data, and give it the custom structure you need. Competitor intelligence data is collected across the industry and delivered to your comparison dashboards.

Real Estate

DataOx scrapes thousands of property listings and extracts rental rates, mortgage data, and tax histories from public sources. Compare prices across regions and power your investment strategy with data. We enrich financial numbers with neighborhood characteristics and detailed property amenities to feed your valuation system. Combine it with real-time price monitoring and be the first to spot undervalued assets.

Ready-to-Use Financial Data Delivery

DataOx turns the data from your system and public sources into the format that powers your analytics, reporting, and planning.

Web scraping services data flow diagram - automated data collection from websites to business systems
Yahoo Finance logo — Yahoo Finance market data scraping source

Yahoo Finance

Finviz logo for web scraping serices

Finviz

TradingView logo – TradingView web scraping for stock charts and trading data

TradingView

Binance Crypto Exchange Data API & Market Feeds

Binance

Coinbase Exchange Data & Trading Intelligence

Coinbase

CoinMarketCap Market Data & Crypto Intelligence

CoinMarketCap

NYSE logo — stock market data extraction from NYSE exchange

NYSE

NASDAQ logo — stock market data scraping from NASDAQ exchange

NASDAQ

SEC EDGAR seal — scrape financial data from SEC EDGAR filings

SEC EDGAR

Federal Reserve seal — stock market and financial data scraping from Federal Reserve

Federal Reserve

Crunchbase Company And Startup Intelligence Platform Logo

Crunchbase

CSV file icon – Data scraping jobs delivered in CSV format for easy spreadsheet analysis

CSV

XLSX file icon – Web scraping job data with Excel file delivery for workforce analytics

XLSX

JSON file icon – Job scraping API providing structured, API-ready data for automation

JSON

XML file icon – Custom web scraping jobs outputting data

XML

Database icon – Web data scraping jobs with direct database integration

Database

CRM icon – Scrape jobs from the internet and integrate data into CRM

CRM

Dashboards icon – Job scraping software feeding dashboards for business

Dashboards

Analytics icon – Web scraping jobs data powering workforce analytics and HR platforms

Analytics

Insights icon – Data scraping jobs delivering actionable insights for business decision-making

Insights

API icon – Job scraping API for custom endpoints to extract and automate

API

Email icon – Schedule web scraping jobs with automated email delivery for timely updates

Email

DATA EXTRACTION FINANCIAL SERVICES

Manual collection and processing of financial data takes time and inevitably leads to human error. 53% of surveyed CFOs are looking to accelerate the automation of their departments through data analytics, AI, and cloud technologies. Data extraction financial services lay the foundation for this process.

DataOx aggregates company and industry data into structured datasets, prepares them for analysis, and sets up real-time updates. More than one in five CFOs admits they lack the internal data necessary to achieve strategic goals. We make your own data easily accessible and enrich it with external sources.

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Intelligent Document Processing

DataOx uses optical character recognition, AI-powered document classification, and contract analysis software to prepare documents for new uses. We change the format of your old records, extract specific data points, or create datasets for machine learning and automated analysis.

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Financial Data Scraping

DataOx provides market data extraction, financial document collection, and public record scraping services. We aggregate public financial data of your competitors and acquisition targets, create custom dashboards for comparison, and deliver market changes directly to your system in real time.

use cases

ALGORITHMIC TRADING

DataOx creates scrapers that monitor financial markets around the clock to power your trading with timely insights.

The data is integrated directly into your system. You set up automated trading with flexible strategies, connect multiple accounts, and catch opportunities in seconds.

DataOx creates scrapers that monitor financial markets

AI Training

DataOx acts as a financial data provider for machine learning.

We scrape public financial sources and prepare structured and annotated datasets for training. Whether you are building an agent for risk assessment or setting up automated credit scoring, we lay the foundation with high-quality data.

DataOx acts as a financial data provider for machine learning.

Equity Research

Assess industries faster with automated data collection.

DataOx scrapes financial filings, public records, and alternative data for investment. Extract financial data of your acquisition targets into structured analytical dataset while your competitors read PDFs one by one.

DataOx scrapes financial filings, public records, and alternative data

Competitor Intelligence at Scale

Each of your competitors has developed a unique presentation for their website and public reports, slowing down your team’s analysis.

We extract their data to create a unified, searchable dataset, connect it to your dashboards, or feed your custom AI assistant.

Competitor Intelligence at Scale

Market Analysis

Data extraction financial services help you anticipate market changes instead of reacting to dropping rates.

DataOx aggregates financial news, forward-looking statements, and online discussions into a single feed. Spot potential risks, watch macroeconomic changes, and track technology adoption.

DataOx aggregates financial news, forward-looking statements, and online discussions
DataOx creates scrapers that monitor financial markets DataOx acts as a financial data provider for machine learning. DataOx scrapes financial filings, public records, and alternative data Competitor Intelligence at Scale DataOx aggregates financial news, forward-looking statements, and online discussions

FINANCIAL DATA CATEGORIES WE EXTRACT

Stock prices

Crypto prices

Trading volumes

Filings data

Tax records

Contract terms

Financial reports

Balance sheets

Invoices

Statements

Investor reports

Disclosures

a person reading a financial report — data extraction planning

CHOOSE YOUR SOURCES FOR FINANCIAL DATA EXTRACTION

    Bloomberg Law — Legal intelligence platform

    Bloomberg

    Yahoo Finance logo — Yahoo Finance market data scraping source

    Yahoo Finance

    Finviz logo for web scraping serices

    Finviz

    Reuters — Global legal news coverage

    Reuters

    TradingView logo – TradingView web scraping for stock charts and trading data

    TradingView

    NYSE logo — stock market data extraction from NYSE exchange

    NYSE

    NASDAQ logo — stock market data scraping from NASDAQ exchange

    NASDAQ

    SEC EDGAR seal — scrape financial data from SEC EDGAR filings

    SEC EDGAR

    Financial Times FT logo — stock market web scraping from Financial Times

    Financial Times

    MarketWatch logo — web scraping stock market data from MarketWatch

    MarketWatch

    Wall Street Journal logo — stock market data scraping from Wall Street Journal

    Wall Street Journal

    Binance Crypto Exchange Data API & Market Feeds

    Binance

    Coinbase Exchange Data & Trading Intelligence

    Coinbase

    CoinMarketCap Market Data & Crypto Intelligence

    CoinMarketCap

    Federal Reserve seal — stock market and financial data scraping from Federal Reserve

    Federal Reserve

    Custom icon – Web scraping jobs from any specified data source for recruitment or analytics

    Custom

    Get a Quote

    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:

    Send request illustration
    Contacting DataOx for web scraping services via WhatsApp email or phone for custom data extraction

    Email [email protected] 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.

    Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.

    WhatsApp for quick questions

    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.

    Contacting DataOx for web scraping services
    Contacting DataOx for web scraping services via WhatsApp email or phone for custom data extraction

    What data you need and from which sources

    Discussing web scraping requirements with DataOx experts for custom data extraction and automated collection

    Your timeline and delivery preferences

    Receiving detailed proposal for web scraping services with timeline scope and pricing for data extraction

    Technical requirements and integrations

    Contract and project kickoff for web scraping services with dedicated team for custom data extraction

    Budget considerations and project scope

    NDA and confidentiality

    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:

    Step 3: Receiving detailed proposal for web scraping services with timeline scope and pricing for data extraction
    Project scope and deliverables

    Project scope and deliverables

    Technical approach and methodology

    Technical approach and methodology

    Timeline with key milestones

    Timeline with key milestones

    Fixed pricing with no hidden costs

    Fixed pricing with no hidden costs

    Data delivery format and schedule

    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 4: Contract and project kickoff for web scraping services with dedicated team for custom data extraction

    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.

    Automated data delivery and ongoing support for reliable web scraping services and long-term partnership

    why companies choose dataox financial data extraction

    rapid implementation

    99.9% uptime guarantee and stable data delivery with DataOx scraping services

    Automated extraction works fast. Your data becomes usable instead of sitting in backlogs.

    99.9% uptime guarantee and stable data delivery with DataOx scraping services

    reliable error detection

    Reliable and accurate data delivery through automation and QA

    We combine AI and human-powered validation to maintain high data quality.

    Reliable and accurate data delivery through automation and QA

    strategic guidance

    Strategic partnership and proactive problem-solving — DataOx client support

    A decade of experience means we’re prepared for any challenge and share our expertise with you.

    Strategic partnership and proactive problem-solving — DataOx client support

    transparent pricing

    Scalable web scraping with cost-effective pricing model

    We provide a detailed breakdown of the solutions in every quote. No surprises in your final check.

    Scalable web scraping with cost-effective pricing model

    security guaranteed

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    No third parties will ever see your data, whether extracted from your files or scraped online.

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    every number delivered to your system

    No copy-pasting figures or manual market checks. We turn your data points into a structured system.

    Data automation instead of manual work — DataOx core advantage

    trusted by clients who value data security

    For full details, visit our Privacy Policy

    SSL encryption ensures secure data transfers

    SSL Secured

    We follow GDPR-inspired best practices for responsible data handling

    GDPR Ready

    Transparent data use aligned with CCPA principles

    CCPA Aware

    Clear privacy policy and consent-based data collection

    Transparent Data Use

    trusted technologies behind our data solutions

    core languages

    Python logo - Web scraping with Python for custom data solutions

    Python

    Java logo - data scraping company enterprise technology for scalable web scrapers

    Java

    JavaScript logo - custom web scraping services for dynamic web scraping solutions

    Java Script

    web scraping & crawling

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    Playwright

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    jsoup

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    Scrapy

    Selenium logo - data scraping services tool for custom web scraping services

    Selenium

    Web scraping technologies used by DataOx: Scrapy, Playwright, Selenium, Puppeteer, Jsoup

    Puppeteer

    data processing & enrichment

    Pandas logo - data scraping company tool for processing extracted structured data

    Pandas

    NumPy logo - custom data solutions for numerical data processing workflows

    NumPy

    Dask logo - scalable web scrapers for large-scale data scraping services

    Dask

    PySpark logo - data scraping services for big data and extract structured data

    PySpark

    OpenRefine logo - data scraping company tool for cleaning extracted structured data

    Open Refine

    GPT API logo - custom data services using AI for tailored data solutions

    GPT API

    Clearbit logo - integrated data services for business data enrichment

    Clearbit

    system integration & apis

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    FastAPI

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    Spring Boot

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    Kafka

    RabbitMQ logo - integrated data services message queue for data delivery pipelines

    RabbitMQ

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    REST

    System integration and API technologies used by DataOx: FastAPI, Spring Boot, Kafka, RabbitMQ, REST, GraphQL

    GraphQL

    document & ticket automation

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Tesseract

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    pdfminer

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Camelot

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    PDFBox

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    2Captcha

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Amadeus API

    Document and ticket automation stack at DataOx: Tesseract, pdfminer, Camelot, PDFBox, 2Captcha, Amadeus API, Eventbrite API

    Eventbrite API

    custom data visualization

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Plotly

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Streamlit

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Seaborn

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Matplotlib

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Bokeh

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Altair

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    D3.js

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Chart.js

    Custom data visualization tools used by DataOx: Plotly, Dash, Streamlit, Seaborn, Matplotlib, Bokeh, Altair, D3.js, Chart.js, Highcharts

    Highcharts

    cloud & delivery infrastructure

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    AWS

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Docker

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    GitHub Actions

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Redis

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    PostgreSQL

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    Firebase

    Cloud and delivery infrastructure at DataOx: AWS, Docker, GitHub Actions, Redis, PostgreSQL, Firebase, Heroku

    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.

    Photo of jeff leitner

    jeff leitner

    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!

    Photo of ilia sokolovskiy

    ilia sokolovskiy

    March 13, 2026

    We’re a UK based operation, and have worked on a couple of projects with DataOX over the last two years. I’ve been impressed with every project, as they’ve been delivered to the spec I’ve requested, alongside all the changes I asked for along the way.

    I was initially concerned about whether there would be a language barrier, but the developers, business leads and representatives of the company communicate in excellent English.

    We’ll continue to work with DataOX on projects in the future, and I’d highly recommend them to anybody reading this!

    andrew napier

    March 13, 2026

    Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.

    Photo of mike goetsch

    mike goetsch

    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!

    Photo of andrew haynes

    andrew haynes

    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.

    Photo of josh albrechtsen

    josh albrechtsen

    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!

    Photo of olim rakhmatov

    olim rakhmatov

    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.

    Photo of petter trønsdal

    petter trønsdal

    March 13, 2026

    FAQ: COMMON QUESTIONS ABOUT FINANCIAL DATA EXTRACTION

    What is financial data extraction?

    Financial data extraction is the process of retrieving raw information from financial documents and public sources for further processing and analysis. DataOx scrapes stock markets and runs automatic financial report data extraction to help clients skip manual work.

    How to extract financial data?

    You can copy the data manually, use automated tools like AI extractors, or opt for data extraction services. DataOx builds custom tools to pull data from different financial sources and aggregate it into ready-to-use datasets — in raw, structured, or machine-readable formats.

    How accurate is the data you extract?

    DataOx web scrapers extract financial data that matches the source 100%. We clean, deduplicate, and structure it to your needs. For document processing, we use highly accurate instruments and set up validation checks before data delivery. We combine AI and human-powered tools for consistent quality results.

    Can you extract financial data from photos and scans?

    Yes. DataOx uses optical character recognition, AI-powered processing, and human-led validation to pull the data you need and transform it into machine-readable and analysis-ready formats. We combine extracted data with information from other sources to create structured datasets that meet your exact needs.

    Is my document data secure?

    Yes. DataOx uses encrypted transmission and secure storage for any data you provide or receive. We sign full NDAs before project launch and never expose your data to third parties during or after extraction. We collect custom datasets for every client and never repurpose or resell the data.

    Are DataOx services better than ready-to-use extraction tools?

    Using off-the-shelf tools means you are ready to dedicate part of your team to running additional checks and validating the output. DataOx delivers ready-to-use data and offers customisable, scalable solutions that are tailored to your needs.

    Can ChatGPT do financial analysis?

    Yes, you can use ChatGPT or other LLMs to complete financial analysis tasks. DataOx extracts financial data into machine-readable formats and configures the AI for smarter context-aware results. We set up data flows between financial markets, ChatGPT, and your internal system.

    What format does the extracted data arrive in?

    DataOx delivers XLSX, CSV, JSON, or sets up direct data feeds into your system. We structure datasets to your needs, develop custom APIs, and integrate data with PostgreSQL, MySQL, and MongoDB.

    get a free consultation

    Fill out the form — we’ll get back to you with options tailored to your needs.

    what happens next

    We review your goals and get in touch to clarify scope

    Your privacy is a priority — NDA available upon request.

    You receive a clear proposal with timeline, budget, and delivery format.

    Once approved, we start building your data pipeline.

    Most projects launch within up to 10 business days.

    Have a question? Ask away

    contact us

    Let’s find the best solution for your data needs.

      get a free consultation

      Fill out the form — we’ll get back to you with options tailored to your needs.

      what happens next

      We review your goals and get in touch to clarify scope

      Your privacy is a priority — NDA available upon request.

      You receive a clear proposal with timeline, budget, and delivery format.

      Once approved, we start building your data pipeline.

      Most projects launch within up to 10 business days.

      Have a question? Ask away

      contact us

      Let’s find the best solution for your data needs.