Platform Architecture

Built for Enterprise Customer Intelligence

Discover the underlying AI engines that turn raw streams of unstructured text and voice into actionable, prioritized tickets.

Engine 01

Signal Detection Engine

Continuously scans support chats, email logs, ticket desks, and voice transcript streams. Establishes a localized seasonal traffic baseline and flags anomalies (cancellation mentions, payment problems, checkout failures) in real time.

Analyzed Spikes: UPI failure mentions (+312%), pricing disputes (+24%), competitor mentions (+15%).
Engine 02

Root Cause Analysis Engine

Performs recursive drill-downs across structural database parameters to isolate variables. Correlates app releases, geographical hubs, third-party provider channels, and OS boundaries to expose failure sources.

Isolated Path: Checkout Error -> UPI Payment method -> Gateway Provider X -> Android client release 8.4.1.
Engine 03

Business Impact Calculation

Cross-references active blocked customer cohorts with CRM records. Computes estimated revenue exposure using active average cart sizes, monthly subscription rates, and custom churn probability values.

Algorithm Yield: 4,821 checkouts affected × ₹11,600 avg cart value × 8.2% cancel probability = ₹1.47 Cr exposure.
Engine 04

Action Automation Engine

Fulfills structural operations logic. Autonomously generates P1 tickets on Jira, Linear, or GitHub, assigns incident leads, alerts on Slack/Teams channels, and maps escalation priorities.

Automated Task: Jira Ticket #PAY-1082 created with title: "P1 Checkout callback timeout v8.4.1".
Engine 05

Executive Intelligence Briefs

Packages metrics summaries into weekly brief reports for management. Exposes aggregate savings, platform ROI indicators, resolved tickets, and active high-exposure vulnerabilities.

Engine 06

Verification & Learning Loops

Validates that deployed engineering patches resolve the target incident. Tracks logs post-deployment to guarantee that complaint rates drop below base bounds before closing tickets.

Engine 07

Customer Journey Intelligence

Monitors multi-interaction touchpoints. Maps out a customer's journey step-by-step (e.g., payment failure -> delay -> cancellation -> churn) and flag high-risk accounts.

Engine 08

Language & Intent Preservation

Recognizes Hinglish, regional dialects, and complex sentence syntax. Preserves intention: "Payment ho gaya but balance show nahi ho raha" matches the intent "Payment Callback Error" instead of simple translation.

Product Tier Breakdown

Capabilities Matrix

Compare the core capabilities across Starter, Growth, and Enterprise configurations.

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Capability Starter Growth Enterprise
Signal Scanning Channels 1 Channel (Email or Chat) 3 Channels Unlimited (Calls, Slack, etc.)
Root Cause Recursion Basic (Single depth) Advanced (Multi-depth factors) Recursive (Complete variables sync)
Business Impact Algorithms ❌ Not available Included (Cart exposure) Customized Cohort valuation
Language Support English Only English, Hindi, Hinglish 10+ Indian Regional languages
Ticket Automation integrations Email Alerts Jira, Slack, Linear Custom Webhooks, PagerDuty, SMS
Executive Q&A Interface ❌ Not available Basic Dashboards "Ask VoxInsight" conversational engine
DPDP 2023 Compliance Included Included Audit trails & Local India storage
Support SLA response Next Business Day 4 Hours Priority 24/7 Dedicated Account Manager
Market Comparison

How We Compare

Why manual tracking and generic analytics tools fail in active transaction environments.

Diagnostic Parameter Manual Support Monitoring Generic Analytics Dashboards VoxInsight AI Intelligence
Detection Delay 5 to 12 Hours 2 to 4 Hours 13 Minutes (Average)
Diagnostic Isolation Ad-hoc review sheets Generic error graphs 91% Confident Root Cause drill-down
Financial Exposure Sync No visibility Loose calculations Real-time CRM values mapped in INR
Action Triggering Manual tickets Slack alerts only Automated P1 ticketing and team routing
Closed Loop Verification Manual checks Unverified guess Post-patch monitor verify (-94%)

Operational Glossary

Signal

A detected cluster of customer interaction points pointing to an unusual frequency anomaly.

Root Cause

The underlying technical or operational trigger that explains why the customer signal shifted.

Confidence Score

The mathematical certainty that the identified root cause matches the active incident logs.

Revenue Exposure

The total rupee value of checkouts, claims, or cohorts currently locked or at risk of churn (INR formatted).

Journey Intelligence

Monitoring sequential interactions across days to predict user dissatisfaction before cancellation runs.

DPDP 2023

The Digital Personal Data Protection Act of India, enforcing strict guidelines on data access and local residency.