# Adaptive Ml > Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. Last analyzed September 18, 2026. > Adaptive ML provides a platform to build, own, and deploy specialized Large Language Models (LLMs) and drive business value through Reinforcement Learning. They enable businesses to fine-tune open models to outperform larger proprietary models for specific use cases. - Business Profile: https://optimly.ai/brand/adaptive-ml - Publisher: Optimly (https://optimly.ai) - Dataset: Optimly AI Brand Index (https://optimly.ai/brand) - Official website: https://adaptive-ml.com/ - Logo: https://logo.clearbit.com/adaptive-ml.com - Slug: adaptive-ml - Brand Authority Index tier: Emerging - Category: LLM Fine-Tuning Platforms - Last Analyzed: September 18, 2026 ## Buyer Intent Signals Problems: LLM hallucinations | poor LLM performance on specific tasks or languages | high cost and time for LLM production | difficulty moderating multilingual content with off-the-shelf models | need for specialized LLMs | improving factuality and helpfulness of RAG for telco documents Solutions: build specialized LLMs | deploy specialized LLMs | fine-tune LLMs with reinforcement learning | reduce LLM hallucinations | improve multilingual content moderation | optimize LLM performance | efficient LLM training | text-to-SQL solutions with LLMs | customer support automation with LLMs | call summarization with LLMs | document RAG with LLMs Comparisons: LLM performance comparison | evaluation of fine-tuned models | benchmarking LLM accuracy | assessing LLM factuality | measuring LLM helpfulness | return on investment for LLM specialization