everfind vs. Mosaicx

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 Moreover, Guru's AI can transform these responses into a comprehensive knowledge platform, effectively replacing outdated wikis and intranets.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.

Ango Hub serves as a comprehensive and quality-focused data annotation platform tailored for AI teams. Accessible both on-premise and via the cloud, it enables efficient and swift data annotation without sacrificing quality. What sets Ango Hub apart is its unwavering commitment to high-quality annotations, showcasing features designed to enhance this aspect. These include a centralized labeling system, a real-time issue tracking interface, structured review workflows, and sample label libraries, alongside the ability to achieve consensus among up to 30 users on the same asset. Additionally, Ango Hub's versatility is evident in its support for a wide range of data types, encompassing image, audio, text, and native PDF formats. With nearly twenty distinct labeling tools at your disposal, users can annotate data effectively. Notably, some tools—such as rotated bounding boxes, unlimited conditional questions, label relations, and table-based labels—are unique to Ango Hub, making it a valuable resource for tackling more complex labeling challenges. By integrating these innovative features, Ango Hub ensures that your data annotation process is as efficient and high-quality as possible.

Transform Your Support Team with Effortless Automation Are monotonous tasks hindering the performance of your support team? QueryPal empowers support teams to excel by automating ticket responses, which frees up valuable time to tackle complex issues that require human insight. Leveraging AI-driven workflows allows you to reduce response times, enhance productivity, and provide accurate and dependable support. Whether dealing with frequent inquiries or managing a high volume of requests, your team can prioritize what truly counts—ensuring customer satisfaction remains a top priority. Accelerated Solutions: Expedite the resolution process by automating responses to frequently asked questions and common tickets. Reliability & Accuracy: Guarantee that every communication is consistently thorough, thereby reducing the likelihood of errors. Enhanced Efficiency: Enable your team to focus on complicated or urgent issues by streamlining routine tasks through automation. This shift not only improves service quality but also fosters a more engaged and motivated support team.

With Assembled, support leaders can unify human and AI agents in one intelligent platform that drives efficiency without compromising quality. Our technology enables over 50% automation of customer interactions, precise demand forecasting, and optimized staffing across in-house teams and BPO partners. From live workload balancing to AI agents that match your workflows and brand voice, Assembled ensures every chat, call, and email is handled with speed and consistency. Companies including Stripe, Canva, and Robinhood trust Assembled to elevate the customer experience and reduce operational costs. Core solutions span workforce and vendor management, real-time performance visibility, and AI Copilot — giving agents translation, reply suggestions, and instant task automation to resolve issues faster.

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.

Project Insight (PI) is an advanced project and portfolio management software that enables organizations to compile and analyze all their projects seamlessly. By integrating your work, projects, and tasks into a single, user-friendly online platform, PI can be tailored to meet the specific requirements of your business. This makes it particularly beneficial for organizations with intricate project management needs, such as budgeting, scheduling, time-tracking, and capacity planning. Despite its robust features, PI remains accessible and adaptable, which in turn enhances the level of customer service you can offer. Users can effortlessly merge data from essential tools like CRM, accounting, DevOps, and support software, providing stakeholders with immediate insights into project status. Additionally, the FREE version of PI allows users to get started quickly and scale their usage over time as their needs evolve. This flexibility ensures that as your organization grows, PI can continue to meet your changing project management demands.

AddSearch transforms the way organizations connect users with information. More than just a traditional site search, AddSearch now offers AI Answers and AI Conversations, enabling businesses to deliver direct, conversational, and context-aware responses to user queries. These advanced capabilities complement AddSearch’s proven site search and content recommendation solutions, helping organizations create effortless, engaging, and personalized digital experiences. With AddSearch, you can choose between AI-driven answers, conversational interfaces, or lightning-fast search results—all fully customizable for websites, e-commerce platforms, or web applications. Our Crawler and Indexing API ensure your content is always up-to-date, while our expert implementation services save valuable developer time and maximize results. Today, nearly 2,000 customers worldwide—across Media, Telecommunications, Government, Education, E-commerce, and more—trust AddSearch to provide best-in-class search and AI-driven discovery. AddSearch product portfolio includes: - AI Answers – instant, accurate, and direct responses powered by generative AI. - AI Conversations – natural, chat-like interactions for deeper user engagement. - Autocomplete & Smart Ranking – predictive suggestions and optimized result ordering. - Personalized Search – tailored experiences based on behavior and preferences. - Content & Product Recommendations – boost engagement and conversions. - Advanced Analytics – insights into user behavior - Flexible Content Controls – include/exclude content, synonyms, filters, and facets, promote - Enterprise Features – SSO, organizational user management, audit logs, SLA up to 99.999%. - Seamless Implementation – works with any CMS, via crawler or API

Warehouse-Native Customer Journey Analytics—No Black Boxes. Total Transparency. Kubit is the leading customer journey analytics platform, purpose-built for product, data, and marketing teams that need self-service insights, real-time data visibility, and complete control—without engineering bottlenecks or vendor lock-in. Unlike legacy analytics solutions, Kubit is natively integrated with your cloud data warehouse (Snowflake, BigQuery, Databricks), so you can analyze customer behavior and user journeys directly at the source. No data exports. No hidden models. No black-box limitations. With out-of-the-box capabilities for funnel analysis, retention metrics, user pathing, and cohort analysis, Kubit delivers actionable insights across the full customer lifecycle. Layer in real-time anomaly detection and exploratory analytics to move faster, optimize performance, and drive user engagement. Leading brands like Paramount, TelevisaUnivision, and Miro rely on Kubit for its flexibility, enterprise-grade governance, and best-in-class customer support. See why Kubit is redefining customer journey analytics at kubit.ai

At HERE, we’ve been solely focused on building the world’s first and only enterprise browser purpose-built to solve both security and productivity. HERE technology is trusted by 90% of the world’s largest financial institutions and backed by In-Q-Tel, the strategic investment firm that works with the U.S. intelligence community and other government agencies. HERE is redefining how global enterprises secure their work and empower their workforce. Built on Chromium, HERE seamlessly integrates into enterprise environments while delivering controls, context, and confidence where consumer browsers fall short.

Square 9's advanced AI-driven platform revolutionizes information management by eliminating the need for paper, streamlining tasks with automated digital workflows that enhance productivity. It simplifies operations by capturing data from scanned documents or PDFs, organizing files in an easily searchable database, and creating digital replicas of existing processes using visual workflow designs. This innovative approach not only saves time but also increases efficiency in everyday tasks.