We built automated supplier invoice fraud detection for PayCraft
incoming invoice from a supplier
invoice enters the paycraft inbox
paycrafts’ filters and machine-learning algorithms analyse the invoice
high-risk invoices flagged for manual review
paycraft monitoring and analytics
stoplight alerts based on paycraft algorithms classify invoices for payment or further review
cleared invoices get automatically routed for payment
suspicious invoices get automatically routed for further inspection
payment processed as per business practices
invoice routed to escalation inbox
ML-Defined Business Processes
In the future we will build, run and manage business processes like software.
Enterprises will remove unnecessary management overhead, streamline manual processes and increase the quality of their business decisions, leading to performance-driven organizations with superior outcomes.
By incorporating software development best practices, business processes will become measurable, scalable and automated by humans and ML working in tandem. We’ll spend less time on unnecessary activities, more time adding value.
We provide agile software development services. Our solutions aim to adapt to your particular stage, goals, and environment.
New idea innovation
We convert your idea into solid, safe, and reliable custom software with our full-cycle software development services, including:
- Proof of concepts
- Minimal viable products
- Web & responsive applications
Enterprise software development
We create business software solutions to solve workflow issues that enterprises often face, including:
- Integration of advanced technology applications;
- Business process management development;
- Production process automation
Database Implementations & Solutions
Advanced Analytics services help companies design strategies that turns their “data” into tangible wisdom – something they can use! Our Advanced Analytics practice is supported by our Data Science experts who are highly skilled in algorithms and data analytics. They are experienced to apply state-of-the-art techniques, tools and technology to ensure that our customers gain useful insights from their data.
Cloud Machine Learning (CloudML)
When it comes to crucial business functions like customer support, fraud detection, and business intelligence, cloud-based machine learning makes it efficient and affordable to scale and grow capabilities. Our experienced CloudML team has built large-scale, enterprise-grade intelligent systems and applications with the leading cloud providers: AWS, Azure, and Google.
We strongly believe that data visualization is a part of any advanced analytics, data science or machine learning project. It allows users to immediately detect trends, track KPI’s, identify anomalies and compare the performance of different categories, products, brands (or any business indicators) easily. We build tailored data visualization solutions so they answer business questions of a particular business unit in the company.
Machine Learning Consulting
Reliable data analysis and reporting will lead you to faster and more consistent development, but they require delivery and support from an experienced partner. This is where MarchFirst steps in.
Our machine learning consulting will help you enter the data-driven world, and modernize your existing business analysis systems and automate your business processes. We will help you extract insight from the collected data and turn it into profits and insights.
MarchFirst provides businesses with machine learning consulting for business process automation, data integration (ETL), analytics, and innovative reporting.
Ongoing Support & Maintenance
The machine learning ecosystem is rapidly evolving, with new opportunities arising continually that could be used to improve your operations, customer experience, and productivity. Our ML experts continually upskill their abilities and familiarity with the latest technology to keep your products, platforms, and solutions on the leading edge — for a competitive edge you can count on
Automating business processes
Focused on higher value activities
You got any issues? Get in touch!
of saved time and effort from customer staff
By catching mistakes previously missed
Scanned for fraud or errors