Data Services: Data Annotation, Data Labeling, and Data Validation.
Quality In. Quality Out.

At Aspiritech we take the old data adage “Garbage in; garbage out” and clean it up for you!
Aspiritech analysts are highly trained data experts who can handle everything from large-scale annotation projects to high-stakes migration initiatives.
High-quality Artificial Intelligence or Machine Learning models require large volumes of clean and correctly annotated data. At Aspiritech, we help companies prepare data sets and validate results, enhance customer experience, and improve ROI.
Whatever you need, we’re here for you. Give us a call and find out how we can lend a helping hand to your data project.
Put our team to work for yours
Book your discovery call nowValidation & Annotation
- Error searches and fixes, e.g., duplicate entries, inexact matches, spelling errors
- Formulate meaningful conclusions through analysis and form actionable insights
- Improve data accuracy and dependability so clients can make effective business decisions.
- Identify and correct defects and and inconsistencies in data
- Manual verification of data using external data source
Experienced in Excel, Tableau, PowerBI and other data tools - Replication of HTML coding and other basic development building blocks

Mining & Analysis
- Find patterns in data using SQL, pivot tables, array formulas, Excel functions, etc.
- Verify conclusions using statistical techniques, e.g., determining variance and standard deviation, data distributions, etc.
- Categorize entries by searching for keywords in free-form data text fields
- Discover problems and anomalies by matching actual patterns in the data with expected patterns
Migration & Normalization
Verify large-scale data migration from multiple sources, including combining fields with inconsistent field names
Data imports and exports
Testing synchronization through updates and batch processing
Remove duplicate records and merge partial product information from multiple databases
Clean and prepare databases for system migrations
Project Examples
- Compare, inspect, and update Salesforce contact records
- Compared revenue totals from a client’s data with their business statements to find discrepancies
- Validate pension calculations for large enterprises
- Check retail databases and websites to make sure product images match attributes, tags in descriptions, and prices
- Research and confirm insurance coverage and drug pricing for a pharmaceutical company
- Review cybersecurity measures and identify gaps in compliance
- Categorize and sort relevant products to fuel a recommendation engine for an e-commerce website
- Tag 3D x-ray baggage images for potentially hazardous materials for the TSA
- Chatbot training and validation for a large international bank
Why Choose the Aspiritech Team ?
- 15+ years in software testing
- ISTQB-certified testing professionals.
- Third-party assessed proven security of entrusted customer information
- A full-time team of 100+ testing engineers
- Industry-specific expertise across multiple domains, including medical, retail, banking, pharmaceuticals, and more.
Client Testimonials
"They organize the material so we can sort by topic, keyword, and numerical value for seamless searching... The clean data must be accessible and comprehensive so we can create reports for quarterly and annual meetings. The work they do for us is time-consuming and detailed — It really frees our data support team here."
—
Senior Data Governance & Master
Data Management Analyst
See for yourself
You built it. Hire us to test it. Check out our case studies from current and past clients, to see why they love working with Aspiritech, and how our team helps elevate their user experience.

ANC & TSA Case Study
Bose relies on Aspiritech to test across peripherals and platforms to assure a seamless roll out of software upgrades…

Aon Benefits Calculations Case Study
Bose relies on Aspiritech to test across peripherals and platforms to assure a seamless roll out of software upgrades…

JP Morgan Chase
Aspiritech helps implement natural language chatbots, through regression and software testing.
Ready to talk? We can’t wait to hear from you!