Capacity vs Moveworks

Capacity

AI knowledge base

✓ AI knowledge base

Moveworks

Moveworks' Autonomous Issue Resolution engine represents the platform's most transformative capability, enabling complete end-to-end resolution of employee requests without any human intervention. When an employee submits a request—whether through Slack, Microsoft Teams, or the web interface—the system immediately analyzes the intent using advanced NLP, determines the appropriate resolution path, verifies the employee's permissions and prerequisites, and executes the necessary actions directly in connected backend systems. For IT requests, this includes password resets that complete in seconds rather than hours, software provisioning that automatically checks license availability and deploys applications, access requests that verify approval chains and update Active Directory groups, and account unlocks that restore productivity instantly. The system maintains comprehensive audit logs for compliance and can automatically rollback actions if issues arise. Machine learning algorithms continuously analyze historical ticket data to identify new automation opportunities and improve resolution accuracy over time. Reduces support ticket volume by 40-60% while providing employees with instant resolutions that eliminate wait times and productivity losses.

✓ Reduces support ticket volume by 40-60% while providing employees with instant resolutions that eliminate wait times and productivity losses

Capacity

Chatbot and live chat

✓ Chatbot and live chat

Moveworks

Moveworks employs state-of-the-art natural language processing powered by transformer-based deep learning models trained on millions of real enterprise support interactions. This sophisticated NLP engine enables the platform to understand employee requests expressed in natural, conversational language rather than requiring rigid keywords or structured forms. The system handles the full complexity of human communication including typos, abbreviations, slang, incomplete sentences, and context-dependent references. When an employee types 'my laptop is being super slow and I think it might be that update from yesterday,' Moveworks understands this is a performance issue potentially related to a recent software update and can investigate accordingly. The NLP engine also handles multi-part requests, understanding when an employee needs multiple things resolved in a single interaction. Critically, the system continuously learns from every interaction, with feedback loops that improve comprehension accuracy over time and adapt to organization-specific terminology and processes. Employees can request help naturally without learning special syntax or navigating complex forms, dramatically increasing adoption rates and reducing the barrier to getting support.

✓ Employees can request help naturally without learning special syntax or navigating complex forms, dramatically increasing adoption rates and reducing the barrier to getting support

Capacity

App integrations

✓ App integrations

Moveworks

Moveworks functions as a unified integration hub connecting to over 100 enterprise systems through pre-built connectors that require no custom coding or complex implementation projects. The platform maintains deep, bidirectional integrations with critical enterprise infrastructure including ServiceNow for ITSM, Jira for development workflows, Workday for HR processes, Active Directory and Okta for identity management, Microsoft 365 and Google Workspace for productivity tools, Salesforce for CRM data, and dozens of other systems. These integrations go far beyond simple data retrieval—Moveworks can execute actions, trigger workflows, update records, and synchronize changes across systems. When an employee requests access to a specific application, Moveworks can verify the request against Workday org data, check approval requirements in ServiceNow, provision the access in Active Directory, and update the ticket status—all automatically. The integration architecture supports custom fields, tables, and workflows, ensuring the platform adapts to each organization's unique system configurations. Provides employees with unified support across all enterprise systems through a single conversational interface, eliminating the need to navigate multiple portals or understand which system handles which request.

✓ Provides employees with unified support across all enterprise systems through a single conversational interface, eliminating the need to navigate multiple portals or understand which system handles which request

Capacity

Workflow automation

✓ Workflow automation

Moveworks

When Moveworks encounters requests that cannot be resolved autonomously—whether due to complexity, policy requirements, or the need for human judgment—the platform's intelligent routing engine ensures these issues reach the right human agent with maximum efficiency. The routing system analyzes multiple factors including agent skills and certifications, current workload and availability, historical resolution success rates, and the specific nature of the request to identify the optimal assignment. Critically, when routing to a human agent, Moveworks transfers complete context including the full conversation history, relevant employee information pulled from HR systems, diagnostic data gathered during the interaction, and similar past tickets that may inform resolution. This context transfer eliminates the frustrating experience of employees having to repeat their issue to multiple agents. The system also includes priority escalation capabilities that automatically elevate urgent issues based on impact, VIP status, or time sensitivity, ensuring critical problems receive immediate attention. Ensures complex issues that require human expertise reach the right specialist quickly with full context, reducing resolution time and eliminating the need for employees to repeat information.

✓ Ensures complex issues that require human expertise reach the right specialist quickly with full context, reducing resolution time and eliminating the need for employees to repeat information

Capacity

Analytics

✓ Analytics

Moveworks

Moveworks provides comprehensive analytics and reporting capabilities that give IT and HR leaders real-time visibility into support operations and AI performance. The analytics dashboard displays key metrics including autonomous resolution rates broken down by request type, total ticket volume reduction compared to baseline, average resolution time for both AI and human-handled requests, employee satisfaction scores collected through post-resolution surveys, and cost savings calculated based on ticket deflection. Beyond basic metrics, the platform provides trend analysis showing how performance evolves over time, identifies common issue patterns that may indicate systemic problems, and highlights opportunities for new automation. Dashboards are customizable to focus on the metrics most relevant to each stakeholder, from operational managers tracking daily performance to executives reviewing quarterly ROI. All data can be exported for integration with enterprise reporting tools and business intelligence platforms, enabling organizations to incorporate support metrics into broader operational analytics. Enables data-driven optimization of support operations while providing clear ROI metrics that demonstrate the value of AI investment to executive stakeholders.

✓ Enables data-driven optimization of support operations while providing clear ROI metrics that demonstrate the value of AI investment to executive stakeholders

Capacity

Approach: Capacity automates the entire outbound prospecting workflow using AI. The platform identifies ideal customer profiles, enriches contact data from multiple sources, and generates personalized email sequences at scale. Sales teams can set targeting criteria and let the AI handle research, outreach, and follow-ups.

Outcome: 70% time savings on prospecting activities, 3x increase in qualified meetings booked, 50% improvement in email response rates through AI personalization.

Moveworks

Approach: Moveworks automates the entire outbound prospecting workflow using AI. The platform identifies ideal customer profiles, enriches contact data from multiple sources, and generates personalized email sequences at scale. Sales teams can set targeting criteria and let the AI handle research, outreach, and follow-ups.

Outcome: 70% time savings on prospecting activities, 3x increase in qualified meetings booked, 50% improvement in email response rates through AI personalization.

Capacity

Approach: Capacity uses AI to automatically qualify and score leads based on firmographic data, behavioral signals, and engagement patterns. The system continuously learns from conversion data to improve scoring accuracy and prioritize the highest-value opportunities.

Outcome: 45% increase in lead-to-opportunity conversion, 60% reduction in time spent on unqualified leads, 2x improvement in sales team productivity.

Moveworks

Approach: Moveworks uses AI to automatically qualify and score leads based on firmographic data, behavioral signals, and engagement patterns. The system continuously learns from conversion data to improve scoring accuracy and prioritize the highest-value opportunities.

Outcome: 45% increase in lead-to-opportunity conversion, 60% reduction in time spent on unqualified leads, 2x improvement in sales team productivity.