From Concept to Production Workflow

Key Capabilities

• Ticket classification and priority routing
• Auto-response drafting for common issues
• Knowledge base retrieval and citation
• Smart escalation to appropriate teams
• CSAT tracking and feedback collection

Sample Workflow

1. 1.Customer submits support ticket via email or portal
2. 2.Agent classifies issue and retrieves relevant knowledge base articles
3. 3.Agent drafts response with solution or next steps
4. 4.Human agent reviews (if confidence below threshold) and sends final response
5. 5.Ticket resolved, CSAT captured, analytics updated

Key Capabilities

• Policy document ingestion and indexing
• Q&A with document citations
• Version tracking and change history
• Multi-language support
• Audit logging for compliance

Sample Workflow

1. 1.Employee asks policy question to the agent
2. 2.Agent searches policy documentation and retrieves relevant sections
3. 3.Agent provides answer with policy document citation
4. 4.Employee can click to read full policy
5. 5.Interaction logged for compliance audits

Key Capabilities

• RFP parsing and question extraction
• Answer generation from knowledge base
• Tone consistency across responses
• Export to DOCX/PDF formats
• Multi-level approval workflows

Sample Workflow

1. 1.Sales team uploads RFP document
2. 2.Agent parses questions and requirements
3. 3.Agent generates response answers from your knowledge base
4. 4.Sales rep reviews, edits, and personalizes
5. 5.Final document exported and submitted to customer

Key Capabilities

• Personalized onboarding plan
• FAQ answering for common setup questions
• System access and tool guidance
• Buddy matching and introductions
• Checklist tracking and completion reminders

Sample Workflow

1. 1.New hire joins company, agent sends personalized welcome message
2. 2.Agent walks through first-day setup and answers questions in real-time
3. 3.Agent tracks onboarding checklist completion
4. 4.System access requests are submitted and tracked
5. 5.HR notified of blockers, agent escalates urgent issues

Key Capabilities

• SQL query generation from natural language
• Chart and visualization creation
• Data source connectors (SQL, APIs, BI tools)
• Scheduled report generation
• Access-controlled query execution

Sample Workflow

1. 1.Business user asks question: "What was our MRR growth last quarter?"
2. 2.Agent generates SQL query
3. 3.Query executes against data warehouse
4. 4.Results returned with visualization and explanation
5. 5.User can ask follow-up questions or drill down

Key Capabilities

• Dynamic approval chain determination
• SLA tracking and escalation
• Delegation rules and authority levels
• Audit trail with approver comments
• Slack/email notifications and reminders

Sample Workflow

1. 1.Employee submits request (expense, purchase, access) via agent
2. 2.Agent determines approval chain based on request amount and policy
3. 3.Routes to primary approver with context
4. 4.Tracks SLA; escalates if overdue
5. 5.Records final decision and notifies requester

Key Capabilities

• Account health monitoring and scoring
• Renewal risk detection
• QBR preparation and talking points
• Customer sentiment analysis
• Playbook suggestions and automation

Sample Workflow

1. 1.CS rep opens customer account
2. 2.Agent displays health score and risk signals
3. 3.Agent drafts QBR agenda with talking points
4. 4.Agent suggests next actions based on account state
5. 5.Rep executes actions; agent updates CRM automatically