Amazon Q CLI is a developer tool that extends the AWS CLI with generative AI capabilities. It enables users to leverage Amazon Q’s large language models to query AWS services, provision resources, and generate code snippets using natural language. The CLI supports session management, multi-profile authentication, and customizable agent configurations. By integrating AI-driven suggestions and automated workflows into shell scripts and CI/CD processes, teams can reduce manual steps, troubleshoot issues faster, and maintain consistent cloud operations at scale.

Human Software is designed to bridge the gap between users and their databases by providing a visual interface that uses natural language to query data. This innovative tool allows users of all technical levels to interact with complex data systems effortlessly. Instead of traditional query languages, users can ask questions in simple, structured phrases, making data analysis more intuitive and accessible. Whether for business intelligence, data research, or general queries, Human Software streamlines the process, making it quicker and easier to derive insights from data without needing deep technical expertise.

Klavis.ai is an enterprise-grade AI observability agent that unifies logs, metrics, traces, and events into a single AI-driven layer. It supports connectors for Prometheus, Elastic, Grafana, AWS CloudWatch and more. Teams can ask natural-language questions about system health, receive instant anomaly alerts, and get guided remediation steps. Its AI models correlate data across services to pinpoint failures, reduce alert noise, and proactively surface performance issues before they impact users.

CRM Data Agent leverages OpenAI GPT via LangChain to interpret user queries in natural language and execute data retrieval tasks across multiple CRM systems. It supports connectors to Salesforce using REST APIs, HubSpot via OAuth, and Zoho CRM, consolidating disparate data into a uniform vector store. Users can ask the agent to list top deals, forecast revenue, or identify inactive contacts. Built-in workflows automate report generation sending summaries over Slack or email. Its plugin architecture allows developers to integrate custom data sources, configure memory for context retention, and tailor prompt templates. By abstracting API calls and data processing, CRM Data Agent accelerates analysis and workflow automation, enabling teams to make informed decisions faster.