data integration consultant
Scalable data solutions
Integration expertise since 2015
DIY data infrastructure breaks, and your team loses hours to downtime. What’s worse, you don’t have anyone ready with a solution. Hiring a data integration consultant means you don’t have to worry about selecting the right tools, connecting ten disparate systems, or searching for an emergency solution. DataOx uses more than a decade of experience in data infrastructure to handle your integration end-to-end.
Data Engineering Consulting Services
Data Engineering Consulting Services
Markets change every hour, and your system needs to keep pace. A reliable integration of data from multiple sources is essential. DataOx builds real-time data connectors that allow you to track your performance, analyse industries, and monitor competitors in a single ecosystem.
AI agent integration
ETL pipeline development
Data delivery via API
Data processing & validation
Multi-platform synchronization
Custom data integration consulting
AI agent integration
AI-ready infrastructure and agent connection
96% of surveyed IT leaders believe that AI agent success depends on seamless integration. Yet half of agents operate in isolation, lacking access to company data. DataOx data integration consulting covers system assessment and data connection. We adjust your infrastructure to help you feel AI’s full potential.
AI connection and configuration
Custom API development
External data integration
AI orchestration
AI-ready dataset delivery
Data quality improvement
ETL pipeline development
Automated data transformation for your analytics
DataOx extracts raw data from your outdated systems, old documents, or external sources at scale. We build software for automated cleaning, validation, and analysis, transforming the data to fit your use case. The output is integrated into the database or dashboard. Every part runs without manual work.
AI-powered data cleaning
Analytics software created
Custom dashboards developed
Scans and photos data extracted
Web data connected
Near real-time ETL
Data delivery via API
Market data integrated into your system
DataOx creates custom web scrapers to gather public data from your competitors’ websites, social media, and market aggregators. Our API integration service allows us to deliver the collected data directly to your product or internal database.
Real-time data monitoring
Scheduled delivery
Raw data streaming
Cleaning and deduplicating
Custom data structure
Bespoke dashboards for visualization
Data processing & validation
Enhanced data quality within your environment
Unresolved data quality issues accumulate over time, introducing blind spots to your analytics. Our data integration company builds validation algorithms into your infrastructure. We enrich data in your old systems and adjust your workflow to prevent future errors.
AI-powered validation
Human QA where necessary
Data enrichment services
Missing data points flagged
Data formats changed automatically
Intelligent document processing
Multi-platform synchronization
Automated data updates across your system
Manual data transfer between databases burns hours and leads to errors. DataOx connects parts of your system to share data automatically, filling datasets with information that matches the source 100%.
Event-driven architecture
Triggers adapted to your operations
Automated data comparison
Custom conflict resolution logic
Data validation safeguards added
Real-time data flows
Custom data integration consulting
We design solutions that solve your data problems
DataOx team listens to your needs, assesses your data architecture, and finds an approach that meets your exact requirements.
Custom data formats
Architecture adaptation
Rare tech stack connected
Niche industries covered
Large-scale integration
Dedicated support team
Data Engineering Consulting Services
Markets change every hour, and your system needs to keep pace. A reliable integration of data from multiple sources is essential. DataOx builds real-time data connectors that allow you to track your performance, analyse industries, and monitor competitors in a single ecosystem.
need a custom pipeline that scales? Let’s Talk!
Whether you need to synchronize data between branches or connect real-time market intelligence, our team can help. We’ll audit your architecture and build a custom automation solution. Drop us a line and talk to a data integration engineer.
industries we serve
DataOx data engineering consulting services help businesses work smarter. See what it looks like across industries.
Job & HR
Information Services
Marketing & SEO
E-commerce
Healthcare
Legal
Finance
Real Estate
Job & HR
We integrate job market data to help businesses benchmark what they offer. Salary averages, benefit packages, and Glassdoor reviews are scraped and delivered for automated insights.
Recruitment data sources we integrate
Glassdoor
Indeed
ZipRecruiter
Wellfound
Workable
Monster
Fiverr
Angellist
Information Services
DataOx helps businesses monitor industry updates at scale. Whether you need news summaries delivered to your email or popular topics extracted and integrated into your dashboard, we do it.
Marketing & SEO
As a data integration company, we connect metrics from the platforms where you advertise and let you track your campaign performance without switching tabs. We create comparative dashboards and fill them with your competitor data.
SEO and marketing data sources we integrate
E-commerce
Product data changes faster than e-commerce teams can update it across multiple platforms. DataOx integrates it into a single system, adds rivals’ catalogs, and uses them to enrich descriptions.
Healthcare
DataOx connects data from multiple sources to provide a broader clinical context in medical research. Using diverse data improves the accuracy of AI-powered diagnostic and prognostic models.
Healthcare data sources we integrate
PubMed
ClinicalTrials.gov
Google Scholar
FDA
CDC Wonder
NIH Reporter
Drugs.com
WebMD
Healthgrades
Legal
Third-party resources make case research even longer and more complicated. DataOx integrates legal repositories’ data into law firms’ internal systems and connects AI to summarise cases in seconds.
Legal data sources we integrate
CourtListener
PACER
Court dockets
SEC EDGAR
OpenCorporates
USPTO
Reuters
PR Newswire
Bloomberg
Finance
DataOx connects real-time market data to your dashboard, trading algorithm, or trend prediction model. You get notified about market opportunities without checking tabs every minute.
Finance data sources we integrate
Real Estate
Good real estate investment opportunities are hard to catch. DataOx monitors the market and delivers data on the most promising options into your system.
Real Estate data sources we integrate
Job & HR
We integrate job market data to help businesses benchmark what they offer. Salary averages, benefit packages, and Glassdoor reviews are scraped and delivered for automated insights.
Recruitment data sources we integrate
Glassdoor
Indeed
ZipRecruiter
Wellfound
Workable
Monster
Fiverr
Angellist
Information Services
DataOx helps businesses monitor industry updates at scale. Whether you need news summaries delivered to your email or popular topics extracted and integrated into your dashboard, we do it.
News sources we integrate
Marketing & SEO
As a data integration company, we connect metrics from the platforms where you advertise and let you track your campaign performance without switching tabs. We create comparative dashboards and fill them with your competitor data.
SEO and marketing data sources we integrate
E-commerce
Product data changes faster than e-commerce teams can update it across multiple platforms. DataOx integrates it into a single system, adds rivals’ catalogs, and uses them to enrich descriptions.
E-commerce data sources we integrate
Healthcare
DataOx connects data from multiple sources to provide a broader clinical context in medical research. Using diverse data improves the accuracy of AI-powered diagnostic and prognostic models.
Healthcare data sources we integrate
PubMed
ClinicalTrials.gov
Google Scholar
FDA
CDC Wonder
NIH Reporter
Drugs.com
WebMD
Healthgrades
Legal
Third-party resources make case research even longer and more complicated. DataOx integrates legal repositories’ data into law firms’ internal systems and connects AI to summarise cases in seconds.
Legal data sources we integrate
CourtListener
PACER
Court dockets
SEC EDGAR
OpenCorporates
USPTO
Reuters
PR Newswire
Bloomberg
Finance
DataOx connects real-time market data to your dashboard, trading algorithm, or trend prediction model. You get notified about market opportunities without checking tabs every minute.
Finance data sources we integrate
Real Estate
Good real estate investment opportunities are hard to catch. DataOx monitors the market and delivers data on the most promising options into your system.
Real Estate data sources we integrate
data from any source integrated into your system
DataOx API integration service covers external public sources as well as your own systems. The data arrives in the setup where you use it.
Glassdoor
TikTok Ads
Google Ads
X
Alibaba
Shopee
PubMed
Google Scholar
FDA
Redfin
Yelp
CSV
XLSX
JSON
XML
Database
CRM
Dashboards
Analytics
Insights
API
use cases
Customer data integration
Businesses often already have the customer data needed for personalized outreach, but complicated access prevents them from using it effectively.
Data integration company DataOx builds infrastructure that makes customer relations easy. We collect sales, CRM, and lead data in one place, make it human-readable, and connect AI assistants for automated personalisation.
Multi-source reporting pipeline
DataOx provides data engineering consulting services to automate your reporting and give each manager access to real-time analytics.
We aggregate data from disparate internal and third-party sources to help you see the full picture. The data feeds your BI tools, custom analytics software, or real-time dashboard that we develop.
E-commerce data consolidation
Using multiple platforms and marketplaces helps you reach more customers, but it also turns bookkeeping into chaos.
DataOx offers an API integration service to connect Amazon and eBay data to a single database, track orders, and manage inventory without errors.
Recruitment automation
Recruiting agents read through hundreds of resumes and professional profiles to find the right person.
DataOx data integration consulting shows you how to process them faster, parsing key characteristics and loading data to ATS. The candidate matching systems we build select candidates that fit 90%+ of job requirements and cut search time in half.
AVM integration
DataOx API integration service connects data from property listings and public records to power real estate market intelligence.
Rental rates shift with seasons, news, and big events in your city. Your AVM has continuous access to today’s prices and historic trends.
data categories we scrape across industries
Job & HR
Marketing & SEO
Finance
Healthcare
Legal
Recruitment Data Categories We integrate
Extracted resume details populate your ATS for easy access. Competitors’ job postings are integrated into interactive dashboards for analysis.
Workforce size
Employee sentiment
Job titles
Position requirements
Sector and vertical tags
Time-to-hire metrics
Technical stack
Compensation
Marketing & SEO Data Categories We integrate
We build KPI-tracking dashboards to help you stay on top of multi-channel campaigns. Scraped data allows you to compare your results to rivals.
Search ranking
Backlink profiles
Competitor ads
Post texts
Follower counts
Audience demographics
Content performance
Search volume
Engagement data
Finance Data Categories We integrate
Market quotes and cryptocurrency prices update in your dashboard the minute they change. The financial metrics of the companies you invest in are linked to your analytics.
Market prices
Financial statements
SEC filings
Risk indicators
Volumes
Earnings
Fund performance
Compliance data
Macroeconomic indicators
Healthcare Data Categories We integrate
We scrape study texts, generate AI summaries, and deliver them into the system where you work. Drug and equipment prices are monitored to help you predict trends.
Clinical trial records
Drug approvals
Provider credentials
Facility locations
Treatment protocols
Insurance coverage
Regulatory filings
Diagnosis codes
Legal Data Categories We integrate
Case law data is integrated into your database for fast access. We process every document to make it searchable and machine-readable.
Court filings
Case outcomes
Regulations
Litigation history
Class actions
Statutes
Ownership records
Compliance violations
Firm profiles
data integration options
Choose the format that works for your system
We create custom solutions for your unique architecture. These are just some of the options our data integration company delivers.
CSV
CSV
Excel (XLSX) / Google Sheets
Excel
JSON
JSON
API Integration
API
Database Direct
Database
Custom
Custom
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)
Development services:
ATS (application tracking system) development
- 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
need a reliable system connection?
You’re in the right place. Let's map your data flows.
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 [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.
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 data integration consultant DataOx
experience-backed guidance
DataOx uses 11+ years of experience to assess your infrastructure and spot improvement opportunities you haven’t thought of.
stable data quality
We automate fresh data delivery and synchronization, and set up validation systems where needed.
compatible with any system
We build custom APIs and software tools around your needs and existing architecture.
continuous maintenance
DataOx offers maintenance package to make sure your system keeps running for years to come.
system security
We sign NDAs with each client before the project starts. Your architecture logic, data, and business processes stay confidential.
system connection replacing manual work
We design data flows between parts of your system and deliver data from public sources. Your team saves hours of research and analysis time.
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
Frequently asked questions about data integration consulting
What is data integration in business?
Data integration is the process of building data connections to link information from disparate sources into a single unified system or display. Data integration company DataOx helps businesses analyse their performance in real time, track markets, and power data-driven applications.
What does an integration consultant do?
A data integration consultant like DataOx handles data needs end-to-end, from data infrastructure audit to building and maintaining analytics architecture. We analyse your business goals and data requirements and create custom solutions that make your work more informed and efficient.
Is data integration the same as ETL?
Not exactly, though ETL (the process of data extraction-transformation-loading) can be part of data integration. Data integration is a wider term that also includes API integration service, real-time data streaming, data visualisation, and more. DataOx covers all of these services and adapts the delivery to your use case.
How do organizations select data integration consultants?
Most businesses start with evaluating technical stack fit, relevant experience, and client reviews. DataOx has been providing data engineering consulting services since 2015 and has prioritised building long-term partnerships and supporting our clients’ growth.
How do consultancies enable data integration across multiple sources?
DataOx maps all the necessary sources and designs an architecture to automatically clean the data, unify formats, and resolve conflicts. Then all the data is loaded into the target system. We cover internal databases as well as third-party data sources, provided they are publicly available for extraction.
How to integrate company data into CRM using API?
If you want to handle it in-house, you need to establish authentication, map your internal data fields to CRM objects, and build a connector that works on schedule or is triggered by specific events. For faster delivery and reliable support, you can hire a data integration company like DataOx.
Get a Cost Estimate for data integration consulting
Please answer a few questions about your data needs, and our experts will get back to you with a custom cost estimate.
Which industry best describes your business?
E-commerce/Retail
Finance/Banking
HR/Recruitment
Social Media/Marketing
News/Media
Real Estate
Travel/Hospitality
Location & address
Other (please specify)
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What systems need to be integrated?
Internal databases (PostgreSQL, MySQL, MongoDB)
Legacy applications and systems
Your e-commerce platform (Shopify, WooCommerce, custom store)
Custom analytics dashboards and tools
HR and recruitment systems (ATS, HRIS)
Accounting and financial systems
Inventory management systems
Payment processing systems
Other (please specify)
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How many systems need integration?
2 systems
3-5 systems
6-10 systems
10+ systems
PREVIOUS
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What type of integration do you need?
One-way data sync
Two-way data sync
Real-time integration
Scheduled batch processing
API development
Custom middleware
PREVIOUS
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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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FINISH
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.