Help Desk Automation
Your help desk on autopilot — SOREN handles billing questions, how-to requests, and account issues without you touching the queue.
SOREN is DeepForce's support operations agent that reads incoming tickets, classifies them, resolves common issues using your knowledge base, and escalates what needs human attention. It integrates with Intercom, Help Scout, or Freshdesk and uses your documented policies so responses match your support tone and rules.
Support queues become a founder's second full-time job
Support messages arrive at all hours: billing problems, account access, password resets, and how-to questions. Responding consistently requires attention, domain knowledge, and escalation discipline. Without an operations system, tickets backlog, customers wait too long, and product issues remain unresolved.
Slow ticket triage
Tickets pile up because there is no fast classification and prioritization; high-priority issues can sit unresolved for hours.
Repetitive, low-value replies
Founders and engineers spend time on billing questions and password resets instead of product work, increasing opportunity cost.
Missed patterns and documentation gaps
When the same question appears repeatedly, teams fail to detect a documentation or UX failure quickly enough to fix it.
Automated help desk where the agent follows your policies
SOREN uses your knowledge base and business memory to resolve common tickets autonomously and escalate with context when necessary. The agent reads every incoming ticket, classifies it, provides a resolution when the knowledge base supports it, and creates bug reports or alerts for high-severity issues.
Autonomous ticket reading
SOREN reads and classifies incoming support messages within minutes of arrival using your connected ticketing system.
→ Faster triage reduces backlog and surfaces urgent issues quickly.
Knowledge-base powered responses
SOREN pulls answers from Notion, Outline, or your uploaded SOPs via the Qdrant RAG knowledge store to reply to common queries.
→ Consistent, policy-aligned replies free founders from repetitive messaging tasks.
Escalation with context
For bug reports or complex issues, SOREN routes an escalation to Slack and creates a Linear or GitHub issue with user details and relevant logs.
→ Engineers get actionable bug reports that include the necessary context to reproduce and prioritize fixes.
Pattern detection
SOREN detects repeated questions and signals documentation gaps that require product or knowledge-base updates.
→ You can fix root causes instead of repeatedly answering the same query.
Follow-up and closure
SOREN closes resolved tickets and collects feedback or schedules follow-ups for unresolved cases.
→ Tickets do not linger; resolved cases are closed promptly and feedback is collected for continuous improvement.
Integration centric
Works directly with Intercom, Help Scout, Freshdesk and routes actions through Slack and project trackers.
→ No ripping out existing help desk tooling—SOREN enhances the systems you already rely on.
How SOREN automates your help desk
SOREN operates using scheduled checks, real-time event handling, and agent memory. It reads tickets, consults your knowledge base, responds where appropriate, and escalates when human attention is required.
Connect your help desk
Link Intercom, Help Scout, or Freshdesk via Composio so SOREN can read incoming tickets and send responses.
⏱ 15–45 minutes
Knowledge-base ingestion
Upload your SOPs, refund policy, and support playbooks to the Qdrant RAG store so SOREN's replies reflect your rules and tone.
⏱ 30–90 minutes (depending on docs)
Autonomous ticket handling
SOREN classifies tickets and resolves those matching knowledge-base answers. For complex cases, it escalates to Slack or creates project tracker tickets with context.
⏱ Immediate processing on arrival
Ongoing pattern detection and feedback
SOREN aggregates repeat issues and recommends documentation updates or product fixes, then closes resolved tickets and collects user feedback.
⏱ Continuous
What founders get from help desk automation
SOREN reduces manual support load while ensuring customers receive consistent, policy-aligned responses. The benefits are operational time savings, faster resolution, and improved detection of systemic problems.
Lower founder time on support
SOREN resolves common issues without founder involvement by using your knowledge base for accurate replies.
Minutes saved per ticket
Faster response and closure
Tickets are read within minutes and resolved or escalated immediately, reducing customer wait time.
Ticket read latency
Consistent policy-based replies
Responses use your SOPs and tone stored in long-term memory so customers get predictable, accurate answers.
Knowledge-base alignment
Faster bug discovery
SOREN escalates bug reports with user plan, steps to reproduce, and error context directly into engineering workflow.
Time to bug report creation
Reduced repetitive questions
Pattern detection identifies documentation gaps so you can update guides and reduce repeat tickets.
Repeat-question detection
Seamless integration with support stack
SOREN works with Intercom, Help Scout, Freshdesk and escalates to Slack, Linear, or GitHub as required.
Supported integrations
Support now vs. support with help desk automation
A comparison showing the operational shift when SOREN is added to a SaaS support workflow.
Before
- ✗ Founders manually triage incoming tickets
- ✗ Repetitive issues consume product and founder time
- ✗ Bug reports lack crucial context and are slow to surface
- ✗ No automated route for closing resolved tickets
- ✗ Support backlog grows during off-hours
- ✗ No systematic detection of documentation gaps
After
- ✓ SOREN reads and classifies tickets within minutes
- ✓ Common issues resolved using your knowledge base without founder input
- ✓ Escalations include full context and create engineering tickets
- ✓ Resolved tickets are closed and feedback is collected
- ✓ Support is available 24/7 in the sense SOREN is available 24/7 to act on incoming tickets
- ✓ Repeated questions trigger documentation updates
Frequently Asked Questions
What is help desk automation?
Help desk automation uses an operations agent to read, classify, and act on incoming support tickets. DeepForce's SOREN integrates with Intercom, Help Scout, or Freshdesk to resolve billing questions, password resets, and basic how-to queries by consulting your knowledge base. When an issue requires human attention, SOREN escalates with full context so engineers or founders can act efficiently.
Which ticketing systems does SOREN support?
SOREN supports Intercom, Help Scout, and Freshdesk for ticket ingestion and response. It also routes escalations into Slack and creates issues in Linear or GitHub when a bug report or complex task is detected. Integrations are provided via the Composio managed integration layer.
How does SOREN avoid making incorrect replies?
SOREN retrieves answers from your uploaded SOPs, knowledge base pages in Notion or Outline, and business memory stored in the RAG index. This contextual retrieval reduces hallucination risk because replies are grounded in your documented policies and historical decisions.
Can SOREN escalate bugs to engineering automatically?
Yes. When SOREN classifies a ticket as a bug report, it posts an escalation to Slack and can create an issue in Linear or GitHub with the user's plan, error details, and relevant context so engineers receive actionable reports.
Will SOREN match our support tone?
SOREN uses long-term memory that includes your support tone and policies. By ingesting your support playbooks and examples, SOREN's replies align with the voice and rules you define in the knowledge base.
Is help desk automation configurable?
Yes. You control which ticket types SOREN resolves autonomously, which routes must be escalated, and how follow-ups are scheduled. Configuration happens through the founder interface and by editing the knowledge base and escalation preferences.
Does implementing SOREN require replacing our help desk?
No. SOREN enhances existing help desk tools rather than replacing them. It integrates with your current Intercom, Help Scout, or Freshdesk instance and adds automated triage, policy-based replies, and contextual escalation.
Can I try help desk automation now?
DeepForce is free for now, as users just need to plug in their API key and manage cost themself, free here means no subscription, but just for the first now as initial launch. During the initial launch you can connect your help desk and knowledge base to start automating ticket handling without a subscription.
Automate your help desk with SOREN
Connect Intercom, Help Scout, or Freshdesk and let SOREN read, classify, and resolve common tickets using your knowledge base so your team can focus on product and growth.
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