Machine Learning Development
Your history is a dataset. We turn it into foresight.
Years of transactions, visits and stock movements are sitting in your database — a training set nobody is using. Verisoftic builds machine-learning models on your own data: what will sell next month, which account is about to churn, which transaction looks wrong. Then we wire predictions into daily operations.
The Business Challenge
- Forecasts made by gut feel and last year's memory.
- Fraud and errors found long after the money moved.
- Data science experiments that never left the notebook.
The Verisoftic Approach
We handle the full lifecycle: data cleaning, feature engineering, model training and — the part usually skipped — deployment with monitoring and retraining. Predictions surface where decisions happen: reorder screens, dashboards and alerts.
What's Included in Machine Learning
Demand Forecasting
Product and branch-level sales prediction for buying decisions.
Churn & Risk Scoring
Know which customers and accounts need attention now.
Anomaly Detection
Unusual transactions and patterns flagged in real time.
Recommendation Engines
Cross-sell suggestions from actual purchase behaviour.
MLOps Deployment
Models served, monitored and retrained — not abandoned.
Explainability Reports
Why the model decided — in language managers accept.
What Changes for Your Business
How We Deliver
Discover
We sit with your team, map the real workflow and define what success looks like — before a single line of code.
Design
Architecture, data models and UI prototypes are agreed up front, so you see the product before we build it.
Build
Short, reviewable sprints with working software at the end of each one. You watch the product take shape.
Test
Functional, security and performance testing against real data — including UAT with the people who will use it daily.
Launch
Controlled go-live with data migration, staff training and hyper-care support during the first critical weeks.
Grow
Monitoring, maintenance and a shared roadmap. Your software keeps improving as your business changes.
The Stack Behind the Service
Backend
- Microsoft .NET / C#
- ASP.NET Core
- Node.js
- REST & GraphQL APIs
Frontend
- React
- Next.js
- TypeScript
- Blazor
Mobile
- Flutter
- React Native
- .NET MAUI
- Progressive Web Apps
Data & AI
- SQL Server
- PostgreSQL
- Power BI
- Python / ML
- Azure OpenAI
Cloud & DevOps
- Microsoft Azure
- AWS
- Docker
- CI/CD Pipelines
- IIS
Where This Service Delivers
Healthcare & Hospitals
HIMS, lab, pharmacy and clinic systems that keep patient care moving and records audit-ready.
Diagnostic Laboratories
Sample-to-report automation with barcoding, analyser integration and instant result delivery.
Pharmaceutical
Batch-aware inventory, expiry control and distribution software for pharma companies.
Corporate & SMEs
ERP, CRM and HR systems sized for growing businesses — enterprise capability without enterprise bloat.
Results Our Clients Talk About
“They didn't just build our school system — they sat with our front office until every fee case worked the way we actually run things. Collections are up and month-end takes hours, not days.”
“Our front desk bills a patient visit in under a minute. Daily sales are on my phone before I ask for them. This is what clinic software should have been years ago.”
“We replaced registers and spreadsheets across three branches with one system. Stock, credit and profit are finally one set of numbers we can trust.”
Machine Learning — Common Questions
How much data do we need for machine learning?
How do you measure success?
Will models degrade over time?
More in Data & AI
Let's Talk About Machine Learning
A free consultation gets you a concrete recommendation, scope and budget — usually within a week.