The Autonomous Resolution Lifecycle
How Atal AI connects live business tools, ingests omnichannel inquiries, enforces governance policies, and settles customer support requests with zero human intervention.
Connect Business Systems & Real-Time Records
Beyond static PDFs: real-time access to orders, tracking, inventory, and calendar schedules.
Customer inquiries rarely stop at general knowledge. They ask “Where is order #1042?”,“Can I reschedule my appointment for Thursday?”, or “Change my delivery address before dispatch.”
Atal AI connects directly to your operational backends: Shopify, WooCommerce, Google Calendar, Calendly, Cal.com, and custom REST webhooks. Connectors declare what records they manage, what identifiers unlock them, and what actions may be performed.
Zero Data Leakage Architecture
• Multi-tenant RLS isolation on every query
• AES-256-GCM encrypted provider credentials
• Zero training on customer conversations or uploaded data
Omnichannel Ingestion & Persona Adaptation
One unified resolution brain powering your customer communication channels.
Your customers don’t all use website chat. Atal AI ingests inquiries from Website Widget, WhatsApp Business Cloud API, Inbound Email, Instagram Direct, Facebook Messenger, eBay, and Amazon.
Rather than sending one generic desktop-tuned paragraph everywhere, the engine dynamically adapts its persona and length constraints to the medium:
- WhatsApp & Messaging: Concise 1–3 sentence responses under 600 characters with zero markdown tables.
- Inbound Email: Structured paragraph responses formatted cleanly with proper greetings and sign-offs.
- Marketplace Guard: Outbound link and email address stripper for eBay/Amazon to protect merchant accounts from off-platform solicitation bans.
Autonomous Intent & Record Resolution
Retrieving live records, verifying customer identity, and finding accurate facts.
When an inquiry arrives, the agent identifies the customer’s intent and calls the appropriate action tool:find_order, get_order_details, or check_calendar_availability.
If a customer asks about a package, the agent queries the commerce connector, verifies the order number against the customer’s email or phone, and returns the current carrier tracking status, line items, and fulfillment history.
Action Policy Governance & Approvals Queue
Safe autonomy with one-click staff approval for sensitive write operations.
Writes are a different risk class from reads. Looking up tracking is safe; redirecting an order or refunding money is where fraud and errors happen.
The platform’s Action Governance Engine evaluates every proposed action against your rules:
- Auto Execution: Low-risk actions (order tracking, slot availability) execute immediately and log to an immutable audit trail.
- Approvals Queue: High-risk write actions (cancellations, address updates, refunds) generate an
action_requestscard with a pending status. - Staff Notification: Your team is instantly notified via Slack, Teams, or Dashboard, where they can approve or reject with one click.
Intelligent Handover with Zero Double-Confirmation
Full context transfer to staff without conversational stalling.
When a visitor asks to speak to a person, or when an inquiry exceeds the AI’s capability, an escalation ticket (ESC-xxxxx) opens immediately.
The agent never stalls with repetitive qualification questions. It passes the full conversation transcript, extracted customer identifiers (name, email, order reference), and an executive AI summary directly to your inbox or helpdesk.
Your team can answer from the dashboard or reply directly by email. The customer receives the response in their active channel seamlessly.
Outcome Verification & 72-Hour Reopen Protection
Measure real deflection and settle cleanly under $0.35 outcome billing.
A conversation is only marked as bot_resolved when the inquiry reaches a natural conclusion without requiring human intervention.
To eliminate false deflection metrics, the system tracks each resolved conversation over a 72-hour reopen window:
• Reopen Protection: If the customer writes back within 72 hours, the conversation is marked unresolved.
• Free Escalations: Any conversation that touches a human team member costs $0.
• Verified Success: You only pay $0.35 when an inquiry is genuinely settled.
Deploy autonomous customer resolution in your business
Set up in five minutes. Connect your store, configure governance, and pay only for verified outcomes.
Free tier included • No credit card required • Credentials encrypted (AES-256-GCM)