Loophole vs. Good Assistant

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 or Microsoft Teams 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.

Glean is a comprehensive enterprise AI and workplace intelligence platform that enables organizations to connect, understand, and act on knowledge distributed across their technology ecosystem. The platform integrates with enterprise applications, collaboration tools, document repositories, customer systems, and business software to create a unified layer of organizational context. Through AI-powered enterprise search, assistants, deep research capabilities, content generation tools, and autonomous agents, Glean helps employees find answers, complete tasks, and make decisions faster. Its System of Context technology combines company knowledge, business processes, conversations, meetings, and permissions to deliver highly relevant and trustworthy responses. Glean includes AI agent orchestration, agent development tools, workflow automation, and an extensive library of connectors that allow organizations to automate complex business processes. The platform supports multiple large language models through a centralized Model Hub, providing flexibility while optimizing performance and cost. Security and governance are built into the platform with permission-aware access controls, comprehensive observability, compliance support, and enterprise-grade data protection. Organizations can use Glean to improve productivity, accelerate onboarding, reduce support workloads, and enable AI-driven workflows across the enterprise. The platform serves a wide variety of functions, including enterprise search, knowledge management, content creation, research, workflow automation, and AI-powered decision support. Glean is trusted by global enterprises to scale AI adoption while maintaining governance and operational control. By transforming scattered information into actionable intelligence, Glean helps organizations work smarter, move faster, and realize greater value from their enterprise data.

Forethought stands out as the leading generative AI solution for customer support, serving as an always-on team member at your disposal. With its training on your specific data sets and adherence to stringent security measures, Forethought facilitates seamless interactions through AI, streamlining processes to enhance response times, resolution rates, and overall customer satisfaction at every touchpoint. - Incorporate a round-the-clock AI agent to alleviate your team's workload, allowing them to concentrate on providing outstanding support. - Forethought uniquely processes both historical and current ticket data tailored to your business needs, ensuring a highly personalized customer experience. - We prioritize not just compliance with privacy regulations, but aim to redefine them, guaranteeing that your data remains protected throughout all interactions. Additionally, our commitment to continuous improvement means we are always refining our systems to better serve you and your clientele.

AdvancedMD is the all-in-one cloud-based medical office software trusted by thousands of independent practices to run smarter, faster, and more profitably. It unifies practice management, EHR, and patient engagement into a single seamless platform — eliminating the inefficiencies of disconnected systems. The AI Clinical Assistant is at the core of the modern AdvancedMD experience. It powers ambient listening and auto-transcription, capturing patient conversations and turning them into structured chart documentation in moments — reducing note-writing from 15 minutes to seconds. AI-generated chart action items, pre-visit summaries, and insurance card capture further eliminate manual data entry, so your staff spends less time on paperwork and more time with patients. AI Narrative Insights continuously analyzes practice performance data, surfacing trends and opportunities you can act on directly from your dashboard. On the financial side, AdvancedMD strengthens your bottom line with robust revenue cycle management, a multi-clearinghouse model including a Waystar partnership for cleaner claims, and computer-assisted coding to maximize reimbursement. The result: faster payments, fewer denials, and healthier cash flow. Built on secure AWS infrastructure with Password Breach Detection, AdvancedMD keeps your practice protected and compliant — accessible from any device, anywhere, anytime. Whether you're a solo provider or a growing multi-specialty group, AdvancedMD scales with you — delivering an intelligent, unified experience that lets you focus on what matters most: your patients. The future of independent practice isn't just surviving — it's thriving. AdvancedMD gives you the technology to do both, without the complexity.

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.

Daylight merges state-of-the-art agentic AI with exceptional human expertise to provide a sophisticated managed detection and response service that goes beyond simple alerts, aiming to “take command” of your cybersecurity framework. It guarantees thorough surveillance of your entire ecosystem, ensuring there are no blind spots, while offering protection that is sensitive to context and evolves in response to your systems and past incidents, including interactions on platforms such as Slack. This service is recognized for its remarkably low false positive rates, the fastest detection and response times in the sector, and smooth integration with your current IT and security infrastructure, supporting an endless array of platforms and connections while offering actionable insights via AI-enhanced dashboards without excessive distractions. By choosing Daylight, you gain access to genuine all-encompassing threat detection and response without requiring escalations, coupled with continuous expert support, customized response workflows, and extensive visibility across your environment, leading to measurable improvements in analyst productivity and response times, all aimed at shifting your security operations from a reactive to a proactive command strategy. This comprehensive strategy not only empowers your security team but also significantly strengthens your defenses against the ever-evolving threats present in the digital realm, ensuring that your organization remains resilient and prepared for future challenges.

PBRS is a powerful third-party application that significantly boosts the capabilities of Power BI reports by offering sophisticated options for scheduling, automation, and distribution. With PBRS, users can set Power BI reports to run at designated times or establish repeating schedules tailored to their needs, such as executing a report hourly, bi-daily, or on specific days like the third Monday of each month. Furthermore, it allows for the automation of report generation in response to particular triggers or conditions, such as changes in a database, incoming data through a port, the existence of unread emails in designated folders, or the presence of specific files. In addition, PBRS facilitates the distribution of Power BI reports in a variety of formats—including Excel, PDF, or CSV—to multiple destinations, enabling users to apply unique filters and select recipients for each scheduled report. This extensive flexibility in report distribution ensures that the specific requirements of organizations are effectively met. Moreover, PBRS integrates smoothly with different Power BI environments, encompassing Power BI Service (Pro and PPU), Power BI Report Server (On-Premises), Power BI Premium, and all versions of SQL Server Reporting Services, making it a versatile tool for any reporting needs.

Retool is an AI-driven platform that helps teams design, build, and deploy internal software from a single unified workspace. It allows users to start with a natural language prompt and turn it into production-ready applications, agents, and workflows. Retool connects to nearly any data source, including SQL databases, APIs, and AI models, creating a real-time operational layer on top of existing systems. The platform supports AI agents, LLM-powered workflows, dashboards, and operational tools across teams. Visual app building tools allow users to drag and drop components while seeing structure and logic in real time. Developers can fully customize behavior using code within Retool’s built-in IDE. AI assistance helps generate queries, UI elements, and logic while remaining editable and schema-aware. Retool integrates with CI/CD pipelines, version control, and debugging tools for professional software delivery. Enterprise-grade security, permissions, and hosting options ensure compliance and scalability. The platform supports data, operations, engineering, and support teams alike. Trusted by startups and Fortune 500 companies, Retool significantly reduces development time and manual effort. Overall, it enables organizations to build smarter, AI-native internal software without unnecessary complexity.

Screencapt provides the capability to capture either the full screen or a designated area, as well as the option to record a particular window, making it an exceptionally versatile screen recorder. Its integrated audio recording feature allows you to seamlessly incorporate voiceovers or system sounds into your recordings, which is especially beneficial for creating instructional videos or engaging presentations. An additional standout feature of Screencapt is its ability to record from a webcam, enabling users to include their personal commentary and reactions, thereby enhancing the overall quality and professionalism of the recordings. Furthermore, Screencapt presents advanced functionalities for cursor recording, including options to obscure the cursor or apply special effects that emphasize particular actions, which is invaluable for producing clear and effective software tutorials. This comprehensive set of features ensures that users can create polished and engaging content with ease.