AeionClaw for Customer Support Deflection
AeionClaw auto-triages incoming support tickets, drafts grounded replies from your knowledge base + past tickets + customer history, and escalates the complex 30-40% with full context already loaded for the agent. Zendesk Answer Bot ($50K-200K/year enterprise), Intercom Fin ($0.99-1.40/resolution), Forethought ($30K-150K/year) — AeionClaw ships free with Aeion Helpdesk, no separate AI platform fee.
The L1 Ticket Problem
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Claw's Approach to Deflection
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Walkthrough — 5K-Ticket-per-Month SaaS
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Reaction Configuration Examples
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FAQ
Zendesk Answer Bot lives outside your data — pulls KB articles via API, can suggest them in the agent UI, but can't read your live order/account/product data. Claw lives inside your Helpdesk + Commerce + CRM modules — answers "where is my order?" by querying the actual order, not by suggesting a KB article about order tracking. Plus per-tenant flat cost vs Zendesk's enterprise add-on.
~$0.005-0.02 per Claw-handled ticket using Claude Haiku for classification + drafting. ~$0.05-0.20 with Opus for high-stakes tickets. Per-tenant LLM bill at 5K tickets/month = ~$25-1000. Compare to Intercom Fin at $0.99/resolution = $5K/month for the same volume.
Yes — for high-confidence (≥0.85) tickets. Configure the threshold per-tenant; default 0.85 catches ~40-65% of L1 in production. Lower threshold = more auto-sends + more risk; higher = more drafts + more agent review.
When an agent edits a Claw draft before sending, that edit is captured in the audit trail. A weekly refresh retrains the persona's example library with corrected drafts as few-shot examples. Over time, accuracy improves per-tenant without explicit training.
Claw never invents facts — if a KB article contradicts customer data (e.g., article says "free shipping over $50" but customer's order is shipping-charged at $48 worth), Claw escalates rather than confidently asserting either. The contradiction itself surfaces as a knowledge-gap alert.
Yes — Claw auto-detects inbound language via the platform Localization service, drafts response in the same language. Brand-voice prompt can include per-locale tone variants.
Per-tier filter on the reaction config. Default: VIP tickets skip Claw auto-handling, but Claw still drafts for agent review + preloads context for the senior agent.
Every Claw-handled ticket has a full, immutable audit trail — what context was assembled, what tools were dispatched, which LLM model + version, full input + output, confidence score, and any agent edit. GDPR Article 22 (automated decision-making explanation) supported via per-ticket audit query.
Yes — Aeion Singularity has connectors for Zendesk, Freshdesk, Intercom, HelpScout. Inbound tickets sync into your Aeion ticket queue, Claw reactions fire, outbound responses sync back. Hybrid mode common during migration.
Aeion Connect transcribes inbound calls (via the Bridge AI module's TTS/STT). Claw reactions on `connect.call.transcribed` events draft suggested responses or escalate to a live agent. Full voice deflection roadmapped Q3 2026.