[ SYSTEM ARCHITECTURE & METHODOLOGY ]

Engineered around your business.
Connected to your tools.

XIRAN deploys as an autonomous operational layer sitting directly on top of your phone lines, messaging channels, and booking software—handling routine movement with zero software migrations and guaranteed human escalation.

⚡ ZERO SOFTWARE MIGRATION 🛡️ 100% POLICY-BOUNDED ACTIONS ⏱️ < 1.2S RESPONSE LATENCY
01 / THREE-TIER ARCHITECTURE

One unified operational brain across all customer touchpoints.

Whether a customer calls your landline, sends a WhatsApp message, or visits your site, every interaction passes through the same policy-governed system.

TIER 01 / INPUT LAYER

Multi-Channel Inbound

Captures spoken audio and written text across all patient and customer channels with sub-second speech processing.

  • Phone Voice (SIP Telephony): High-fidelity voice agent with natural pauses and instant barge-in.
  • WhatsApp Cloud API: Processes audio notes, text inquiries, and sends interactive confirmation templates.
  • Web Chat Widget: Real-time intake pre-screening, FAQ answering, and lead capture directly on site.
UNLIMITED CONCURRENT SESSIONS
TIER 02 / INTELLIGENCE & POLICY

XIRAN Decision Core

Evaluates intent against strict operational guardrails. Actions execute only when confidence and authority parameters are met.

  • Multi-Intent Parser: Separates routine administrative tasks from sensitive escalations in a single query.
  • Policy Gate & Confidence Check: Requires >95% confidence before triggering external actions.
  • Deterministic Tool Schemas: Zero hallucinations. The agent cannot invent prices or unauthorized slots.
100% PRE-APPROVED EXECUTION
TIER 03 / EXECUTION & CRM

Operational Tool Connectors

Executes confirmed actions directly inside your existing business management software and calendar agendas.

  • Practice & EHR Agendas: 3-way synchronization across doctor, procedure room, and medical device.
  • Automotive & DGT Portals: Practical lesson reservations, instructor assignment, and exam verification.
  • Fitness & Wellness CRMs: Mindbody, Glofox, Wodify, and Zenoti database read/write.
REAL-TIME 2-WAY SYNCHRONIZATION
02 / DEPLOYMENT PROTOCOL

From operational mapping to live autonomy in 7 days.

A structured, low-overhead engineering process designed so busy business owners never spend hours configuring software.

01

Understand & Map

We map your service catalog, pricing rules, booking requirements, and cancellation policies. Together, we establish clear escalation boundaries.

  • Script & conversational logic mapping
  • Defined staff escalation triggers
  • Calendar rules & buffer times captured
● Owner Time: ~1 Hour Strategy Call
02

Connect & Integrate

We program deterministic tool definitions and wire encrypted webhooks directly into your CRM, phone numbers, and calendar agendas.

  • 2-way agenda & CRM integration
  • Phone carrier SIP & WhatsApp Cloud setup
  • Anti-hallucination policy guardrails locked
● Owner Time: 0 Hours (XIRAN Handles Everything)
03

Activate & Supervise

We execute synthetic test calls with noise, edge cases, and complex scenarios. Once approved, we activate live 24/7 routing with full traceability.

  • Synthetic stress-testing & accent checks
  • Live transcript inspection console
  • 1-click human takeover ready
● Owner Time: ~30 Min Review & Approval
03 / SAFETY & CONTROL

Safety, authority, and human control built into every layer.

How we protect your business reputation and customer trust through fail-safe architecture.

ZERO HALLUCINATIONS

Structurally Bounded Actions

The AI agent is structurally prohibited from inventing prices, appointment slots, or medical claims. Every action requires schema confirmation against your database before executing.

INSTANT HANDOFF

1-Click Staff Escalation

When a customer requests a director or hits an edge case, XIRAN generates an executive conversation brief and alerts your team via SMS or Slack with 1-click takeover.

AUDIT TRAIL

Traceable Operational Logs

Every call, message, policy decision, and booking confirmation is permanently logged with timestamps and CRM record IDs for complete management transparency.

04 / ECOSYSTEM CONNECTIVITY

Works seamlessly with your existing software stack.

No software migrations or training hurdles. XIRAN connects directly with industry-standard platforms.

CLINICS & MEDSPAS

Medical Agendas

ClinicSoftware, Docplanner, MNProgram, Custom Clinical EHRs & Cabin Schedulers.

DRIVING ACADEMIES

Automotive Systems

WinAutoGest, DGT Examination Portals, Google Calendar & Practical Slot Agendas.

FITNESS & STUDIOS

Gym CRMs

Mindbody, Glofox, Wodify, Trainerize, Virtuagym & Member Access Systems.

SPAS & WELLNESS

Spa Agendas

Zenoti, Fresha, Booksy, Treatwell & Room-Therapist Dual Agendas.

TELEPHONY & COMMS

Telecom Carriers

WhatsApp Business Cloud API, SIP Landline Forwarding, Twilio, Telnyx & Vapi Voice.

CORE INFRASTRUCTURE

Business Operations

Google Workspace, Microsoft 365, Stripe, Zapier, Make & Encrypted REST Webhooks.

PREPARE YOUR BLUEPRINT

Ready to see how an autonomous system looks for your business?

Book a 15-minute operational briefing. We'll map your current channels and prepare a concrete integration blueprint before the call.

Book a 15-Min Walkthrough