AI & LLM solutions
We put large language models and machine learning where they create measurable value: assistants with citations, document intelligence, search over your private data, and automation with guardrails. Evaluation, permissions, and cost control are part of the build — not an afterthought.
What you get
- LLM copilots and customer-facing assistants
- RAG pipelines and private knowledge bases
- Fine-tuning and prompt evaluation loops
- NLP, computer vision, and document AI
- Workflow automation with human-in-the-loop
- Safety, logging, and usage monitoring
Skills we apply
LLMsOpenAILangChainRAGPythonpgvectorHugging FacePyTorch
Common questions
What AI use cases does Mechabits deliver?
Customer and internal copilots, document Q&A with citations, workflow automation, search over private data, and vision or NLP features tied to business outcomes.
How do you keep AI answers grounded and safe?
We use retrieval, permissions, evaluation sets, logging, and human-in-the-loop controls so assistants stay useful and auditable.