The product is strongest when it can read the same signals your agents use: Chatwoot context, knowledge base content, business records, screenshots, and escalation channels.
Integration surface
Webhook-native conversation handling, custom attributes, status updates, canned-response compatibility, and inbox-level control.
Markdown, JSON FAQs, direct question mapping, retrieval, and inbox-specific content separation for multi-brand support.
Account info, order queries, order timelines, catalog search, and SKU lookup delivered back into the support thread.
Screenshot pre-analysis, missing-detail detection, and issue-localization prompts for visual troubleshooting.
Two-way message sync, media delivery, quick resolve actions, and reply mapping for mobile-first agent teams.
Composable services for AI, dashboard, Redis, and databases with rollout patterns suited to self-hosted Chatwoot environments.
Where it fits best
Answer delivery, account, and order-status questions with live data instead of generic fallback copy.
Guide renewals, login issues, setup flows, and expiry questions with consistent knowledge-backed replies.
Read screenshots, identify likely causes, and ask only for the next piece of evidence that matters.
Give small teams around-the-clock first response while preserving clean escalation paths for specialists.
Rollout rhythm
Wire in webhooks, access tokens, and inbox routing so the assistant sits inside your existing support motion.
Load FAQs, help-center docs, store APIs, and account data sources that shape grounded, reusable answers.
Let AI answer, clarify, inspect screenshots, and pause itself whenever confidence or live-agent behavior demands it.
Review autonomous-resolution trends, refine mappings, and scale the inbox without losing service quality.
Integration planning
We will help shape the right rollout sequence for your inbox, guardrails, and live-data connections.