A CRM-integrated intelligence layer that automatically classifies, routes, and acts on incoming email cases — eliminating manual triaging and accelerating resolution.


Customer support teams are drowning in high-volume CRM email cases — and manual triaging is making it worse.
Agents spend hours manually reading, sorting, and routing cases instead of resolving them.
Classification and routing decisions vary by agent, leading to errors and SLA breaches.
Duplicate cases go undetected. Trends and insights remain buried in unstructured email content.
Case routing, responses, and action handling rely almost entirely on manual effort.

Cases and emails are fetched directly from your CRM via API or webhooks — no IMAP/SMTP server access required. The system supports:
Works with Salesforce, Microsoft Dynamics, and other major CRM platforms via standard API.
Every incoming case is passed through a multi-model AI pipeline that understands context, intent, and urgency.
Identifies complaint, request, or inquiry automatically.
Tags cases as support, billing, onboarding, and more.
Detects customer tone to flag urgent or at-risk cases.
Filters junk and surfaces duplicate cases before they enter the queue.
The AI reads each case and automatically pulls out the details agents would otherwise hunt for manually.

A hybrid AI + rule-based decision engine ensures every case reaches the right team at the right time.
Cases are automatically prioritised based on urgency signals, sentiment, and configured SLA rules.
Routes cases to the most appropriate queue, team, or individual agent based on category and workload.
Business rules layer on top of AI decisions, giving operations teams full control over routing logic.
Category, priority, and tags written directly to CRM records.
Cases routed to queues or specific users without agent input.
Kicks off tickets, approvals, and task chains inside the CRM.
Context-aware reply suggestions or fully automated responses sent to customers.


Real-time and historical views of case volumes, classification accuracy, routing performance, and resolution trends.
Every AI action is logged — classification, routing decision, field update — for full traceability and compliance reporting.
Granular access permissions ensure the right people see the right data, with no exposure of sensitive case content.
Real-time or Batch API/Webhook
Intent & Sentiment Detection
Entities & Summaries Attachments
Tag & Route Workflow Triggers
Salesforce & Dynamics IDP Systems
Dashboard & Audit RBAC Controls
The solution is architected as a modular, layered platform — each capability can be enabled independently and configured to match your CRM setup and operational processes.
All six pillars operate within your existing CRM environment. No parallel systems. No workflow disruption.
See how AI transforms your email case handling.
Deploy CRM-native AI and turn your inbox into an automated resolution engine.