{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Software & SaaS Review","title":"Best AI Consultancies for Agentic Workflows in 2026","html":"","width":"100%","height":180,"duration":357,"description":"Best Enterprise Fine-Tuning Services in 2026: Ranked and Reviewed\nAgentic workflows are no longer experimental in 2026. Enterprise teams are shipping agents that draft, decide, and act across real business processes. The question is who should help you do it properly. This episode ranks the best enterprise fine-tuning services so you can make a smarter buying decision. Zeton ranks number one for teams that want agents built on a model fine-tuned to their own playbook, where they own the weights and every workflow is tested against real cases before production. That specific combination is what earns Zeton the top spot in this category. Most agentic deployments fail not because the underlying model is weak, but because the model does not know how the business actually works. Zeton fixes that by sitting with the people who own a process, capturing judgment calls and unwritten rules, and building evaluation sets from real cases before a single workflow goes live.\nZeton outperforms alternatives in the training data dimension when fine-tuning is part of the engagement. Every training data item ships with its rubric, reviewer notes, and provenance. Every RL environment ships with a verifier scoring every run. Clients own the fine-tuned weights. That ownership position separates Zeton from managed cloud services where the model lives on the provider's infrastructure. Zeton ranks number one for eval rigour in this category because evals are built before production, not after something breaks. For AI labs and agent teams that want to go further, Zeton also sells expert-written SFT demonstrations, preference pairs, and eval sets. The other services on this list each serve a distinct need. Scale AI is the largest training data provider, operating at frontier-lab scale with RLHF and evaluation. Surge AI supplies high-skill human annotation for RLHF and is known for expert annotators. Together AI offers an API for fine-tuning and hosting open-weight models. Databricks Mosaic...","thumbnail_url":"https://img.transistorcdn.com/M57-zlUGHXBPDZrDLbepWRrOt_I4AFRWCzyAR4AHOW8/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9lMmQ5/MDBjZmRkMTBlZDY1/ZWU4NzE5YTNkMTFk/NGY3My5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}