Zoye vs. Cohere

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.

Viktor is a fully autonomous AI coworker designed to operate directly inside your Slack workspace and execute real work across your organization. Rather than functioning as a simple chatbot, Viktor runs on its own cloud-based computer where it writes code, deploys applications, and performs complex multi-step tasks. It connects to more than 3,000 integrations through native APIs and browser automation, enabling it to manage advertising campaigns, analyze product metrics, update documents, and create tickets across tools like Linear and PostHog. Viktor proactively monitors systems and identifies anomalies, proposing concrete actions instead of merely sending alerts. It can run continuously for weeks while retaining context about team goals, project timelines, and previous decisions. Within Slack threads, team members can request data summaries, backend updates, marketing optimizations, or workflow automation and receive structured, actionable responses. Before executing changes, Viktor presents pending actions for approval, maintaining transparency and control. The platform supports scheduled tasks such as automated reports, audits, and recurring check-ins. Its persistent workspace context ensures continuity even as projects evolve over time. Available in Starter, Team, and Enterprise tiers, Viktor adapts to both small teams and large organizations. Built by experienced engineers and backed by leading investors, it positions itself as a productivity multiplier rather than a simple assistant. By embedding autonomous execution directly into Slack, Viktor transforms everyday collaboration into a coordinated, AI-powered operating system for modern teams.

Google Workspace is Google’s cloud-based productivity and collaboration suite designed to help businesses, teams, and organizations communicate, collaborate, manage data, and automate workflows through integrated applications and AI-powered tools. The platform combines premium business versions of Gmail, Google Drive, Google Meet, Calendar, Docs, Sheets, Slides, Chat, Keep, Forms, Sites, Tasks, NotebookLM, AppSheet, and Gemini AI into a unified cloud ecosystem optimized for modern workplaces. Google Workspace enables organizations to manage professional email communication, real-time document collaboration, cloud storage, video conferencing, project coordination, and business productivity from any device while maintaining centralized administration and security controls. The platform’s built-in Gemini AI capabilities provide intelligent assistance across applications, helping users draft emails, summarize meetings, generate reports, create content, analyze data, brainstorm ideas, and automate workflows using contextual information from business operations. Google Workspace also includes advanced collaboration tools such as appointment scheduling, eSignature support, AI-generated meeting notes, mail merge functionality, shared cloud storage, and real-time co-authoring for teams working across distributed environments. Security and compliance are major components of the platform, with enterprise-grade features including AI-powered data classification, endpoint management, secure access controls, S/MIME encryption, Data Loss Prevention, eDiscovery, Vault archiving, compliance management, and AI-driven threat protection. Businesses can choose from multiple subscription plans that scale from small startups to large enterprises, with options for expanded storage, advanced security controls, large video meetings, and enterprise-grade administration features.

Pipedrive is an advanced customer relationship management (CRM) and sales pipeline management tool aimed at assisting companies in monitoring and enhancing their sales workflows. It features automation capabilities, AI-driven sales analytics, and up-to-the-minute reporting to enable businesses to finalize deals more quickly and efficiently. Additionally, with its adaptable workflows, compatibility with numerous applications, and user-friendly design, Pipedrive empowers sales teams of various scales to handle leads, streamline repetitive activities, and assess performance for more informed, data-oriented decisions. This comprehensive platform not only simplifies the sales process but also enhances collaboration among team members, ensuring that everyone is aligned towards achieving common goals.

Our robust Customer Relationship Management (CRM) system is designed to enhance productivity, boost revenue generation, and foster better customer engagement. You can effectively oversee your advance and loan portfolio while benefiting from seamless integration with ACH processors. The platform also features a broker portal and comprehensive syndicate reporting capabilities. Engage your audience through email and SMS campaigns, manage incoming and outgoing SMS communications, and monitor email open rates, among various other features. ClixSign® facilitates the electronic signature process for any document, allowing you to track when up to eight signers have viewed and signed them. Your clients can utilize a personalized portal that enables them to upload necessary documents, check messages, and monitor their balances and payments. With our cutting-edge contact and deal management software, you gain a clear view of the entire sales pipeline. Additionally, Centrex Software specializes in providing tailored software development services, aiding clients in creating web and mobile applications for a wide range of needs, ensuring that they have the right tools to succeed in their business endeavors. This combination of features and services empowers companies to operate more efficiently and effectively.

Microsoft 365 is a powerful cloud-based productivity platform designed to help individuals and organizations work smarter and more efficiently. It combines widely used applications such as Word, Excel, PowerPoint, Outlook, and Teams into a single integrated ecosystem. With Microsoft 365 Copilot, AI functionality is embedded directly into these tools, providing intelligent assistance for a wide range of tasks. Users can create documents, analyze data, and build presentations faster with AI-generated suggestions and automation features. The platform supports seamless collaboration by enabling real-time editing, file sharing, and communication across teams. OneDrive cloud storage ensures that files are securely stored and accessible from anywhere, whether on desktop, web, or mobile devices. Copilot enhances productivity by helping users summarize information, generate ideas, and organize workflows efficiently. It also allows users to incorporate their own files into prompts, ensuring outputs are tailored to their specific needs. Microsoft 365 is designed with flexibility in mind, supporting a variety of work styles and environments. The platform emphasizes user control over AI, allowing individuals to decide how and when to use intelligent features. It also simplifies complex tasks such as data analysis, presentation creation, and email management. By integrating productivity tools with advanced AI capabilities, Microsoft 365 improves efficiency and reduces manual effort. Overall, it enables users to collaborate more effectively, make better decisions, and achieve more in less time.

Dynamo brings together all the essential tools for alternative investment management into one adaptable platform. Our modules are built on a unified technology stack, creating a centralized and automated solution for private equity, venture capital, real estate, infrastructure, hedge funds, endowments, pensions, foundations, prime brokers, fund of funds, family offices, and fund administrators. By automating manual tasks with customizable dashboards, workflows, and reporting, Dynamo reduces your operational load. This frees up your team to focus on the insights and relationships that drive success. Our experienced Client Services and Support team is dedicated to ensuring you achieve lasting excellence, helping you tailor the platform to your unique business needs. This commitment to client success is a core part of what sets Dynamo apart.

Dialpad Connect is an advanced, AI-powered customer communications platform designed to unify voice calls, video meetings, and team messaging into a single, intuitive experience that enhances productivity and customer satisfaction. Its intelligent features include real-time call transcription, automated voicemail transcription, AI-generated conversation summaries, and actionable recommendations that keep users focused and informed during every interaction. The platform integrates seamlessly with a wide array of popular business tools such as Salesforce, Zendesk, Microsoft Teams, Google Workspace, and Hubspot, enabling organizations to streamline workflows and centralize communication data. Built on a robust dual-cloud infrastructure, Dialpad Connect delivers enterprise-grade reliability with 100% uptime SLA, comprehensive disaster recovery, and 24/7 customer support. It meets strict security and privacy standards, including GDPR, HIPAA, SOC 2, ISO certifications, and LGPD compliance, ensuring sensitive data is well protected. Dialpad’s AI capabilities extend to providing live coaching to agents during calls, facilitating better sales outreach, and offering real-time analytics to boost operational efficiency. The platform caters to businesses of all sizes, from startups to global enterprises, helping them transform their communication strategies. Dialpad Connect simplifies complex communication needs into a unified platform that supports inbound and outbound contact centers, cloud phone systems, and virtual collaboration. Its flexibility and scalability allow organizations to adapt and grow while maintaining exceptional customer experiences. Ultimately, Dialpad Connect turns everyday conversations into actionable insights that drive business growth.

It's essential to have more than just a basic platform for document exchange; you require advanced features like AI-driven redaction capabilities. An integrated Q&A tool with sophisticated workflow options is also necessary, as is a reliable source of truth to support your processes. That's where Datasite Diligence comes into play. Datasite offers the most reliable virtual data room (VDR) for mergers and acquisitions, with over 14,000 projects initiated each year on its platform. Built with top-tier functionality and innovative productivity tools, Datasite Diligence ensures that the due diligence process is seamless and efficient, allowing you to focus on what truly matters. In today's fast-paced business environment, having the right tools is crucial for success.

Fathom serves as a complimentary AI meeting assistant that swiftly captures, transcribes, and summarizes meetings held on platforms such as Zoom, Google Meet, or Microsoft Teams, allowing participants to concentrate on the discussions rather than jotting down notes. This intelligent assistant is designed to enhance productivity and efficiency by providing concise summaries in less than 30 seconds while integrating seamlessly with your CRM for effortless follow-up actions. Among its standout features are real-time transcription, the ability to highlight key moments, and options for sharing clips, making it an excellent choice for teams aiming to optimize their meeting processes and minimize administrative burdens. Additionally, Fathom's user-friendly interface ensures that users can easily navigate its functionalities, further streamlining the meeting experience.