MACHINE LEARNING
We train custom agents for the automation of
Document processing
Customer support
Lead generation & qualification
Process Monitoring
Data labeling & classification
Typical workflow
Business Audit
Implement workflows
Monitor & optimize
At CELSO, we provide end-to-end custom LLM training tailored to your unique requirements. This includes domain-specific fine-tuning (e.g., legal, healthcare, or technical jargon), multilingual model adaptation for global teams, and task-specific optimization (e.g., chatbots, document analysis, or predictive analytics). We use advanced techniques like context engineering, reinforcement learning, and prompt optimization to ensure your model excels in accuracy, relevance, and efficiency.
Whether you need a model trained on proprietary data or one that integrates with third-party APIs, we build solutions that scale with your business and adapt to evolving needs.
Our AI agent workflows are designed to automate repetitive tasks (e.g., data entry, customer inquiries, or report generation), enhance decision-making with real-time insights, and integrate flawlessly with your CRM, ERP, or other enterprise tools. By deploying autonomous or semi-autonomous agents, you’ll see faster response times, reduced human error, and up to 60% cost savings on routine processes.
For example, agents can qualify leads, process invoices, or monitor supply chains—all while learning and improving from interactions. The result? Your team focuses on high-value work, while AI handles the heavy lifting with precision and consistency.
We follow a structured 4–8 week deployment pipeline:
- Week 1–2: Business Audit & Data Collection – We analyze your workflows, gather datasets, and define success metrics.
- Week 3–4: Model Training & Workflow Design – Our team fine-tunes the LLM and maps out agent interactions, ensuring alignment with your goals.
- Week 5–6: Testing & Validation – Rigorous testing (including edge cases and stress scenarios) guarantees reliability before go-live.
- Week 7–8: Deployment & Handoff – We launch the solution, provide team training, and set up continuous monitoring tools to track performance. Post-deployment, we offer ongoing optimization—adjusting agents based on usage data and feedback to maintain peak efficiency. Transparency and collaboration are key; you’ll have full visibility and control at every stage.
Case studies
Have questions? Feel free to write us
General enquires
info@celso.ch
Techinical & quote enquires
razvan@celso.ch