AI-powered Interaction Intelligence

Interaction Intelligence for Contact Center and Telecom Operations.

Hesanor connects CDRs, voice quality, routing performance, occupancy and business context in one evidence-based AI layer, helping teams diagnose faster, investigate with confidence and prioritize what matters next.

From the network to the business, with evidence-based AI.

  • Root cause analysis
  • Anomaly detection
  • Carrier and route scorecards
  • Multitenant cloud-first foundation
Operational evidence Connect telecom signals, customer impact and business context in one layer.
Built for scale Designed for carriers, BPOs, CCaaS ecosystems and enterprise voice operations.
Suite direction Ready to evolve across intelligence, monitoring and interaction workflows.

Hesanor Suite

Interaction Intelligence

Cloud-first
ASR Signals under watch
MOS Voice quality intelligence
Occupancy Capacity pressure visibility
Routes Scorecards and prioritization
Hesanor product visual

From signals to decisions

Signals Lakehouse AI Investigation Operational Action
CDRs SIP and voice events MOS Routing Occupancy Customers and tenants Evidence-based AI

Operational Questions

Hesanor is built to answer the questions operations teams face every day.

What happened?

Unify telecom and interaction signals in one operating picture.

Why did it happen?

Correlate performance changes, failures, routing and voice quality with context.

Who or what was affected?

Surface the customers, carriers, routes, sources and tenants under pressure.

What evidence supports it?

Give technical and business teams a shared evidence layer for action.

What should we do next?

Guide investigation with AI-assisted next steps and supported conclusions.

What should be prioritized?

Rank routes, carriers, customers and operations by impact and urgency.

How It Works

A compact intelligence layer built for telecom and customer interaction operations.

Hesanor is not only a dashboard or reporting layer. It is an operational intelligence platform that ingests telecom signals, structures them into a trusted data foundation and applies AI to support investigation and decisions.

01

Ingest

Bring in CDRs, voice events, quality signals, occupancy data and operational files.

02

Normalize

Create one auditable and multitenant-ready operational model across sources.

03

Enrich

Connect routes, carriers, customers, hangup causes, statuses and business context.

04

Investigate

Apply AI-assisted investigation, anomaly detection and root cause analysis support.

05

Recommend

Turn technical signals into prioritized operational actions and executive narratives.

Hesanor Data Foundation

Built on a cloud-first operational lakehouse.

The Hesanor foundation is designed to support structured ingestion, unified telemetry, evidence-based AI and future suite evolution. This is where the product moves beyond disconnected reports into a durable enterprise platform.

Structured ingestion

API, batch files, voice platforms, CDR pipelines and future suite integrations.

Operational lakehouse

Normalized and enriched data designed for auditability, scale and multitenant governance.

AI-ready evidence layer

Metrics, correlations and traceability prepared for investigation, summaries and next actions.

Sources CDRs, SBC data, voice quality, occupancy, cost and customer signals
Processing Normalization, enrichment, tenant isolation and operational traceability
Analytics ASR, NER, ACD, MOS, PDD, routing, failures, statuses and capacity patterns
AI layer Investigation, anomaly detection, summaries, scorecards and guided prioritization
Action Operational decisions, future forecasting and controlled automation workflows

Platform Direction

More than one screen: a suite-ready platform direction.

Hesanor is evolving as a unified product foundation with shared identity, governance and data intelligence.

Interaction Intelligence

The core intelligence layer for investigation, scorecards, AI summaries, quality analysis and decision support.

Interaction Hub

A future suite workspace for product access, operational shortcuts and a shared Hesanor experience shell.

Intelligence Monitoring

Monitoring-oriented capabilities designed to extend visibility and action across operational service environments.

Core Capabilities

Capabilities designed for real telecom and Contact Center operations.

Operational Overview

Dashboards for traffic, ASR, ACD, MOS, failures, customers, sources and routing performance.

CDR and Ticket Investigation

Detailed call-level analysis to validate events, investigate failures and support troubleshooting.

MOS and Voice Quality Intelligence

Identify degraded routes, customers or sources from quality indicators and trend patterns.

Failure Pattern Classification

Understand hangup causes, abnormal statuses and recurring failure patterns across operations.

Occupancy and Capacity Visibility

Track concurrency, utilization peaks and exposure pressure across tenants, routes and customers.

AI Investigation Agent

Ask operational questions and receive guided answers anchored in available operational evidence.

Available Now and Next

Built for immediate investigation, designed for future intelligence layers.

Available Now

AI Operational Investigation

Hesanor already delivers a proactive investigation layer for teams that need to understand what changed, why it changed and what to prioritize next.

  • AI Root Cause Copilot
  • Anomaly detection for ASR, MOS, failures, traffic and occupancy
  • Route and carrier scorecards
  • Daily executive AI summaries
  • Evidence-based AI answers
  • Intelligent in-app alerts

Future: Conversation Intelligence

Transcription, summaries, sentiment, intents, entities, semantic search, PII and LGPD redaction, and Auto QA layers.

Future: Predictive Operations

Forecasting for ASR, MOS degradation, occupancy, overages, routing recommendation and cost optimization.

Future: Hesanor Autopilot

AI runbooks, auto-generated RCA, carrier escalation support, simulations and human-approved optimization workflows.

Use Cases

Built for real operational scenarios.

Investigate ASR drops

Understand when ASR changed, which routes or carriers drove the drop and what should be escalated first.

Detect voice quality degradation

Find degraded routes, customers or sources before quality complaints become a business problem.

Prioritize carrier troubleshooting

Rank carriers and routes by performance, failures, stability and quality exposure.

Monitor capacity and occupancy

Detect pressure, concurrency peaks and overage risk across operations.

Generate executive summaries

Turn complex technical signals into readable summaries for leadership and cross-functional stakeholders.

Optimize routing decisions

Use evidence from quality, performance and cost to support better routing decisions over time.

Why Hesanor

Built where generic Contact Center AI usually stops: the telecom layer.

Hesanor complements agent and conversation intelligence with the technical layer that shapes real voice outcomes: routes, carriers, CDRs, MOS, occupancy, failures and customer impact.

Traditional dashboards

  • Show what happened
  • Depend on manual investigation
  • Separate technical and business views
  • Stay mostly descriptive

Generic Contact Center AI

  • Focus on agents and conversations
  • Usually miss route, carrier and MOS context
  • Do not always explain telecom behavior
  • Rarely unify network and business evidence

Hesanor

  • Connects telecom behavior to business impact
  • Builds investigation on operational evidence
  • Prioritizes routes, carriers, customers and sources
  • Evolves toward prediction and controlled automation

About Hesanor

A new platform built on more than 30 years of operational and CX experience.

Hesanor is a new solution, but it is grounded in more than three decades of leadership experience across telecom operations, customer relationship environments, voice ecosystems and CX technology.

Operational DNA

Built around real investigation pressure, service quality exposure and carrier performance challenges.

Data-first architecture

Structured to become a long-term intelligence layer rather than a short-term reporting overlay.

Suite-ready direction

Prepared to evolve across intelligence, monitoring and future shared Hesanor workflows.

Market experience 30 plus years across telecom, operations, customer relationship and CX environments
Product vision A cloud-first intelligence platform that helps teams move faster with operational evidence
Current focus AI investigation, anomaly detection, scorecards and decision support
Future direction Conversation intelligence, predictive operations and controlled automation

Final CTA

Ready to turn interaction data into operational decisions?

See how Hesanor can help your operation diagnose faster, reduce risk and act with evidence across Contact Center and Telecom Operations.

contact@hesanor.com