Align AI

Align AI is a chatbot builder tool. Align by Coxwave is a conversation analytics engine for LLM-powered products. It streams chatbot data through SDKs, lets teams search and segment conversations, analyzes cohorts at scale, generates action items and re-evaluates the assistant after upgrades.

Align is an analytics platform built by Coxwave for teams that have already shipped a conversational product powered by a large language model. Rather than helping you build a chatbot, it answers the question that comes next: is the thing actually working? Align captures the exchanges between your users and your AI, then gives product, data and engineering teams a way to monitor performance, spot weak points and grade answer quality. The stated goal is reducing hallucination and raising the overall standard of the assistant, not just counting messages. The workflow runs in five stages. Pre-built SDKs stream conversation data from your chatbot in real time. A search toolkit lets you filter down to the interactions worth examining, whether that means a particular cohort, a failure pattern or a sample of high-volume users. Cohort analysis is where most of the work happens, with teams digging into how the model behaves across different user segments. Align then converts findings into auto-generated action items that can be prioritized, and after a release it re-checks the chatbot to confirm the changes landed as intended. In practice this replaces manual review of large conversation logs, a task one referenced customer describes as combing through more than 10,000 chats. Two deployment routes are offered. Align Cloud is aimed at organizations that want to be running quickly, with setup quoted at under 15 minutes. Align Enterprise is an on-premise option for companies with strict data requirements, including regulated and supply chain contexts where sensitive conversations cannot leave the building. The pitch is aimed at enterprises, generative AI companies and independent builders alike. Align sits in a narrower niche than general product analytics tools. It is not a session recorder or a dashboard for web funnels; its unit of analysis is the dialogue itself, and its output is a judgment on model quality plus a to-do list. Teams already using conventional analytics will still need Align, or something like it, to answer whether the assistant's replies were good.