Predictive analytics
Forecasting, churn and risk scoring models that learn from your historical data to support planning and automated decisions.
Machine Learning Services · Sri Lanka
Machine Learning Services That Turn Your Data into Decisions.
Ceyentra designs, trains and deploys machine learning models (predictive analytics, natural language processing, computer vision and the data pipelines behind them) for businesses in Sri Lanka and worldwide.
Machine learning in practice
Models That Earn Their Place in Your Workflow.
Machine learning is useful when a decision is repeated often, depends on patterns in data, and is costly to get wrong or slow to make by hand. Forecasting demand, flagging unusual transactions, routing support requests and reading documents are typical examples.
We start from the decision you want to improve, check whether your data can support it, and prove the value with a measured pilot before building for production. Models are integrated into the systems your team already uses, monitored after launch and retrained as your data changes.
Our engineering team is based in Sri Lanka, works to an ISO 9001:2015 certified quality management system, and includes Claude Certified Architect – Foundations professionals for projects that combine machine learning with generative AI.
No data science team? We handle the full lifecycle, from data preparation to monitoring.
How we work
From Idea to Model in Production.
Discovery
Define the decision, the success measure and the data available, and confirm machine learning is the right tool.
Data preparation
Clean, label and structure your data, and build the pipeline that keeps it flowing.
Pilot model
Train and evaluate a model against your current process before committing to a full build.
Deploy & monitor
Integrate the model into your systems, monitor accuracy and drift, and retrain as needed.
What we build
Machine Learning Capabilities.
Natural language processing
Classification, entity extraction, summarization and search over emails, tickets, contracts and other business text.
Computer vision
Image and video models for inspection, object detection, OCR and monitoring, from the cloud to edge devices.
Recommendation & personalization
Models that rank products, content or next actions for each customer based on behaviour and context.
Anomaly detection
Early warning on unusual transactions, sensor readings or system behaviour, with alerts your team can act on.
Data pipelines & MLOps
Pipelines that prepare and move the data your models depend on, plus deployment, monitoring and retraining.
Our work
AI and Machine Learning Projects.
FAQ
Machine Learning Services: Frequently Asked Questions
Does Ceyentra provide machine learning services in Sri Lanka?
Yes. Ceyentra Technologies is an AI and software engineering company headquartered in Kotte, Colombo, Sri Lanka. We design, train and deploy machine learning models, including predictive analytics, natural language processing, computer vision, recommendation and anomaly detection, for businesses in Sri Lanka and worldwide.
What is the difference between machine learning and generative AI?
Machine learning models learn patterns from your data to predict, classify or detect, for example forecasting demand or flagging fraud. Generative AI models such as large language models create text, summaries or answers. Many business solutions combine both, and we build either or both depending on the problem.
How much data do we need to start a machine learning project?
It depends on the problem. Some use cases work with a few thousand labelled examples, others need years of history. A short discovery phase checks your data before any model is built, so you know early whether the project is viable.
Can you integrate machine learning into our existing systems?
Yes. We deploy models as APIs or embedded services that connect to your existing applications, databases and workflows, and we set up monitoring so model accuracy is tracked after launch.
How do we get started?
Book a free strategy session. We will discuss the decision you want to improve and the data you have, and suggest a focused pilot with a clear success measure.
Your Requirement, Our Service
Collaborating to discover solutions to any problem. Book a free session with our team to talk through what you need.