Druid AI

ResolveAI is an AI SRE platform for operating production systems, providing managed on-call and SRE agent teams for alert triage, incident investigation, root-cause analysis, recurring issue remediation, and operational automation. Its agents investigate across code, infrastructure, telemetry, observability data, knowledge bases, and production context supplied through Hivemind, which tracks production state, alerts, recent changes, on-call questions, and incident context. In a demonstrated workflow, a Grafana alert received through Slack triggers an investigation that builds a causal chain of evidence and rules out competing explanations before proposing or taking governed actions. ResolveAI agents can mitigate and restore services, escalate to engineers with context, supply production context to coding agents, support custom SRE agents for workflow-specific automation, and integrate with existing engineering tools. The platform combines model orchestration, context engineering, causal reasoning, governed actions, learning systems, evaluations, and domain models with frontier models.

DocsBot is an AI-agent platform for businesses that turns company knowledge into customer-support, presales, internal-knowledge, research, and voice agents. Its agents answer questions from indexed documentation and other sources, can take actions through skills, APIs, webhooks, billing, booking, MCP, and app integrations, and can hand support conversations to humans when needed. Users create and configure a bot, import source data from websites, documents, cloud services, help centers, tickets, YouTube, and other supported sources, then test responses and deploy the agent through a chat interface, website or help-center embed, Zapier, Make, or the API. DocsBot supports custom instructions, privacy settings, multiple AI models, scheduled source updates, logs, analytics, live web search, and Code Interpreter for research workflows.

An AI voice-agent platform for building and deploying phone-based conversational agents. It supports agents that conduct automated interviews and other business conversations over telephone calls.

AssemblyAI is a voice AI infrastructure platform that provides APIs and models for transcribing, understanding, and interacting with speech. Its products include pre-recorded, realtime, and synchronous speech-to-text APIs; speech understanding for capabilities such as speaker identification, sentiment, chapters, and summaries; inline audio and transcript guardrails; an LLM Gateway with fallback; and a Voice Agent API with turn detection and interruption handling. The platform can combine speech-to-text, an LLM, and text-to-speech into a real-time voice-agent stack, and supports voice applications such as notetakers, call analytics, medical transcription, dictation, agent assist, and AI scribes. AssemblyAI states that its speech-to-text APIs support 99 languages and that its infrastructure processes about 2 million hours of audio per day.

Graft AI is an enterprise AI infrastructure product from Axcelner that enables AI agents to interact with legacy, internal, desktop, and browser-only software workflows. It provides integration layers and connectors to expose those systems to agent-based automation while emphasising secure and stable operation.