AI & Machine Learning
Custom models, LLMs, and MLOps for production
From discovery to deployment: ML models, LLM integrations, and MLOps so intelligent features are measurable and maintainable.
Start a ProjectWhat We Do
Custom machine learning model development
Large language model (LLM) integration
Computer vision solutions
Natural language processing (NLP)
MLOps and model deployment
AI consulting and strategy
Our Approach
Use Case Definition
Align AI opportunities with business goals and data reality.
Data Preparation
Collection, cleaning, labeling, and feature engineering where needed.
Model Development
Train, validate, and document models with clear success metrics.
Deployment & MLOps
Production deployment with monitoring, retraining, and governance.
Technologies We Use
Frequently Asked Questions
Do we need large amounts of data for AI/ML?
More data often helps, but we also use transfer learning and augmentation when data is limited.
Can you integrate LLMs into our product?
Yes—OpenAI, Anthropic, and other APIs, with guardrails and evaluation suited to your domain.
How do you ensure model reliability?
Rigorous validation, testing, and production monitoring with clear rollback paths.
What is a typical timeline?
POCs often run 4–8 weeks; production-grade solutions commonly range from 3–6+ months.
Ready to Get Started?
Let's discuss how Vical Solutions can help with ai & machine learning.
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