Needle Reviews

Guru is an innovative AI-driven search and knowledge platform that provides reliable information from your organization's various documents, applications, and communication tools right when you need it, all within the existing apps you use. With Guru, there's no need to search endlessly for information; its tailored AI assistant offers you verified and pertinent answers instantly. Moreover, Guru's AI can transform these responses into a comprehensive knowledge platform, effectively replacing outdated wikis and intranets. This platform seamlessly integrates with a wide array of tools including Slack, Google, Microsoft SharePoint, OneDrive, Teams, Salesforce, Zendesk, Atlassian Confluence, Atlassian Jira, Dropbox, Box, Google Drive, Asana, HubSpot, ClickUp, GitHub, GitLab, Intercom, ServiceNow, Linear, and Front, among others, making it a versatile solution for diverse workflows. By consolidating information across these platforms, Guru not only enhances productivity but also ensures that team members have immediate access to the knowledge they require to excel in their tasks.

StackAI is an enterprise AI automation platform built to help organizations create end-to-end internal tools and processes with AI agents. Unlike point solutions or one-off chatbots, StackAI provides a single platform where enterprises can design, deploy, and govern AI workflows in a secure, compliant, and fully controlled environment. Using its visual workflow builder, teams can map entire processes — from data intake and enrichment to decision-making, reporting, and audit trails. Enterprise knowledge bases such as SharePoint, Confluence, Notion, Google Drive, and internal databases can be connected directly, with features for version control, citations, and permissioning to keep information reliable and protected. AI agents can be deployed in multiple ways: as a chat assistant embedded in daily workflows, an advanced form for structured document-heavy tasks, or an API endpoint connected into existing tools. StackAI integrates natively with Slack, Teams, Salesforce, HubSpot, ServiceNow, Airtable, and more. Security and compliance are embedded at every layer. The platform supports SSO (Okta, Azure AD, Google), role-based access control, audit logs, data residency, and PII masking. Enterprises can monitor usage, apply cost controls, and test workflows with guardrails and evaluations before production. StackAI also offers flexible model routing, enabling teams to choose between OpenAI, Anthropic, Google, or local LLMs, with advanced settings to fine-tune parameters and ensure consistent, accurate outputs. A growing template library speeds deployment with pre-built solutions for Contract Analysis, Support Desk Automation, RFP Response, Investment Memo Generation, and InfoSec Questionnaires. By replacing fragmented processes with secure, AI-driven workflows, StackAI helps enterprises cut manual work, accelerate decision-making, and empower non-technical teams to build automation that scales across the organization.

Dume is an AI-driven workflow assistant designed to unify your essential productivity tools—such as email, calendar, Jira, Confluence, and Notion—into a single, user-friendly chat interface. It leverages advanced AI models like Gemini, OpenAI, and Grok to automate and optimize workflows by handling tasks, scheduling meetings, creating tickets, and managing reminders with contextual understanding. This eliminates the need for juggling multiple apps and AI subscriptions, streamlining everyday work. Users can create custom automations tailored to their specific processes, enabling teams to save time and reduce manual efforts on routine activities. Dume is built with enterprise-grade security standards, including end-to-end encryption and a strict policy against data being used for AI training by external providers. The platform supports scalability, accommodating teams of all sizes with features like multi-workspace management and advanced role controls. Flexible pricing ranges from a free plan for individual users to pro plans offering unlimited integrations, increased message limits, and early access to new features. Dume’s seamless integrations and secure infrastructure make it ideal for businesses looking to enhance collaboration and productivity. The platform offers simple onboarding and continuous support to ensure a smooth user experience. Overall, Dume empowers organizations to automate workflows, reduce friction, and focus on what matters most.