Winsapiens helps organizations apply Artificial Intelligence, Machine Learning, Generative AI, Large Language Models (LLM) and Agentic AI to real business processes, then connect intelligent decisions with RPA and enterprise workflows.
We combine intelligent technologies with workflow automation so documents can be understood, decisions can be assisted, and repeatable actions can be executed with the right level of human control.
Models and intelligent applications for prediction, classification, extraction, forecasting, document understanding and decision support.
Generative AI experiences powered by Large Language Models (LLM) for knowledge work, summarization, extraction, question answering and business assistance.
Intelligent agents that can interpret a goal, reason within defined controls, use business systems and coordinate multi-step tasks.
Attended and unattended automation for repetitive, rule-based and cross-system workflows, with human approval where required.
Not every business problem needs the same technology. We select the appropriate combination based on language complexity, data availability, process rules, system access and the required level of autonomy.
A practical example of how an intelligent agent can combine document understanding, Large Language Models (LLM), business rules, enterprise data and RPA to streamline invoice operations.
Invoice arrives through email, supplier portal or a document intake channel.
Document intelligence and an LLM identify supplier, invoice number, dates, line items, tax and payment information.
The agent checks supplier records, purchase orders, goods-receipt information, tax rules and tolerance thresholds.
Within defined policies, the agent determines whether the invoice can proceed automatically or requires human review.
RPA updates the ERP or finance platform, routes approvals, records the transaction and triggers the next supply-chain action.
Exceptions, processing times and quality metrics are monitored to improve the workflow and identify additional automation opportunities.
The value is not only document extraction. The intelligent workflow can connect the invoice to the wider supply-chain process.
Start with one repeatable process, demonstrate value and then scale the operating model.
A focused delivery model helps reduce risk, validate value early and create a clear path to production.