Data Engineering Services
Laying the Foundation for Smarter Business Decisions with Data Engineering
Our Data Engineering services
Redefined Large-Scale Document Processing for Accurate Insurance Submissions
- 80% improved accuracy in data extraction and validation
- Identifies missing fields and ensures data consistency
- Scalable for handling high-volume submissions
- Improved underwriting decisions with accurate data insights
MLOps-Enhanced Generative AI pipelines to boost underwriting accuracy by 20%
- API-enabled efficient data logging, increasing data accuracy by 10%
- Reduced biased and hallucinated outputs
- Detailed logging & monitoring reduced model errors by 30%
- Enhanced Gen AI pipelines contributed to over $20M in revenue
What our clients say:
“An impactful AI solution for enhanced coding accuracy, claims, and revenue”
“Markovate quickly understood our vision to improve clinical coding accuracy and streamline revenue cycle workflows. Their team delivered a robust, HIPAA compliant AI-powered solution that reduced coding errors, improved claims acceptance rates, and accelerated reimbursement timelines. They operated like an extension of our team—highly responsive, accountable, and solution-driven. The impact on operational efficiency and revenue outcomes was both immediate and measurable.”
“Brought speed and precision to property inspections”
“Thanks to Markovate and their solution, our inspection accuracy has skyrocketed, significantly reducing our operational costs and improving customer satisfaction.”
“Enhanced retail operations with strategic tech guidance”
“As a retail business, finding the right technology partner was crucial. We partnered with Markovate, who expertly guided our product development from concept to launch. Their recommended innovative solutions have significantly enhanced our operations and reduced our costs.”
“Improved accessibility and efficiency in transit services”
“Partnering with Markovate to enhance our paratransit transportation system was a remarkable experience. We are deeply impressed by the precision and effectiveness of their solution.”
“Helped accelerate takeoff and estimation process”
“The automation of blueprint analysis has significantly reduced errors and saved us both time and costs. Markovate’s support and ability to customize the solution to our needs have made them an invaluable partner in our projects.”
“Delivered a seamless mobile app journey - start to scale”
“In every sense, working with Markovate has been amazing. The experience & outcomes were excellent from conception to creation & throughout the evolution phase. We are grateful that we could find Markovate to assist us as our mobile application met our expectations.”
“Added real business value to our product launch”
“Worked with Markovate and Mansi Takyar for our software launch in Canada. She has excellent business sense and truly added value to our product’s success. We highly recommend Markovate.”
“Delivered a smarter, more scalable app experience”
“Worked with Rajeev and Mansi both for Hawaii Revealed app development and launch. Excellent people with a thorough understanding of their business. Experts in providing solutions for scalability and product modernization.”
“Trusted experts in end-to-end digital product creation”
“I recommend Markovate to owners looking to design a new product or planning to develop it. Their team is fully skilled in building mobile applications and web solutions.”
Our Data Engineering tech stack
Our Data Engineering Approach: How We Deliver Value
Defining a Scalable Data Strategy
Seamless Data Acquisition & Integration
Structuring & Transforming Data for Insights
Architecting Reliable Data Storage
Enabling AI & Business Intelligence
Deployment, Monitoring & Optimization
Defining a Scalable Data Strategy
Seamless Data Acquisition & Integration
Structuring & Transforming Data for Insights
Architecting Reliable Data Storage
Enabling AI & Business Intelligence
Deployment, Monitoring & Optimization
Leading brands we’ve worked with
Data Engineering Services
How do you ensure the data used for machine learning is of high quality?
Can you help me manage and analyze unstructured data (e.g., text, images, or videos)?
How do you handle data integration from multiple sources?
Will my data systems be ready for AI/ML applications?
How do you ensure data security, especially for sensitive data?
What is the typical timeline for training a machine learning model using the data infrastructure you provide?
Point of view
RFQ Data Extraction: Why OCR and Generic AI Fall Short on Engineering Drawings
A drawing lands in an RFQ inbox. Someone runs it through an OCR tool, or pastes it into a generic AI tool and asks for the dimensions. The answer looks reasonable. It's often wrong in ways nobody catches until the quote is already out. Neither tool is broken. OCR is...
Quote Turnaround Time: Why Slower Quotes Are Costing Manufacturers the Job, Not Just the Hours
Quote turnaround time gets blamed on pricing. In most shops, that's not where the delay actually comes from. The RFQ usually waits on the experienced estimators who can read the print correctly. Tolerances need checking. A casting might only have a 2D drawing to work...
Quoting Software for CNC Machining: Why the Estimate Still Breaks on Complex Jobs
A shop wins an RFQ for a part that starts as a permanent mold casting. It gets machined next, then moves to assembly. The quoting software prices the machining step well. It has no framework for the casting cost or the assembly labor. Another shop gets a different...
Why Engineering Drawing Discrepancies Cost Manufacturers More Than They Think
A PDF drawing and a CAD file arrive in the same package. Both represent the same part. One was updated last week. The other wasn't. Nobody knows which one is current until the machined part fails inspection. That gap, between what the 3D model shows and what the 2D...