Commerce & Services
Telecommunications
In telecommunications the data volume is large and events unfold quickly, which makes automated decision systems necessary but narrows the margin for error.
Problems we address in this sector
- Early detection of network anomalies and fault prediction
- Tool-using agent systems with human approval in customer support flows
- Capacity planning and traffic forecasting
- Monitoring model decisions and tracking regressions
Approaches we apply
- MLOps & Model OperationsEvaluation infrastructure, observability, hallucination and regression tracking, continuous retraining.
- AI AgentsTool use, multi-step planning and multi-agent orchestration; MCP integration, human-in-the-loop workflows and safety guardrails.
- Generative AI & LLMsRAG architectures, domain adaptation and fine-tuning, distillation into smaller models, Turkish evaluation sets and on-premise deployment.
Other sectors in this group
Do you have a problem in this sector?
Let's define the problem together in a technical consultation; feasibility is assessed at the first stage.