Telecom · Customer interaction & experience

Voice analysis & quality

100% of calls transcribed with Turkish STT, scored and coached; models run on-prem.

In short

Voice analysis & quality is an Aginies solution package for the Telecom sector in the “customer interaction & experience” area. What the agents do: Voice Aginies models transcribe 100% of calls in Turkish on-prem; personal data is masked; sentiment, intent and topic extracted from every call; customer vulnerability and churn signals flagged. Expected outcomes: measurement across all calls instead of sampling; compliance breaches and customer risk visible the same day; voice data never leaves the organisation. The package uses the Speech-to-text (Turkish), On-prem models, Sentiment & intent, Compliance phrase checks capabilities of the Aginies platform and can be watched live through the Call centre quality monitoring, Subscriber care assistant: bill, plan, fault and contract, Dialogue banking: voice and text transaction assistant, Voice claims intake (FNOL) scenarios in the agent library.

The problem

Millions of call minutes go to the archive unheard; customer sentiment, intent and compliance breaches stay invisible. Cloud STT services fall short in Turkish and move voice data outside the organisation.

What the agents do
  1. 01Voice Aginies models transcribe 100% of calls in Turkish on-prem; personal data is masked.
  2. 02Sentiment, intent and topic extracted from every call; customer vulnerability and churn signals flagged.
  3. 03Quality forms and mandatory compliance phrases (disclosure, recording notice) scored automatically, with rationale.
  4. 04Coaching suggestions produced per agent; training and disciplinary decisions stay with the team leader.
Package scope
  • Call transcript, sentiment and topic analysis; history per subscriber
  • Compliance checks in campaign and contract communication
  • Early detection of complaint and churn signals, retention action
  • Representative coaching and quality dashboard
What you need to start
  • Access to the switch and recording system; SIP or recording API
  • Campaign, contract and cancellation policies
  • Subscriber mapping with CRM and billing
Architecture

Derived from the linked scenarios: the supervisors, specialist agents, models and systems that run this package.

Supervisors
Quality SupervisorSubscriber Care SupervisorDialogue Banking SupervisorClaims Supervisor
Specialist agents
Transcription AgentScoring AgentCoaching AgentDialogue AgentAccount AgentNetwork AgentRetention AgentIdentity AgentTransaction AgentRisk AgentSpeech AgentIntake AgentPolicy AgentClaims Registration Agent
Models (Hub catalogue)
aginies-voice-tr-v3aginies-tulpar-4aginies-sunkar-1aginies-talay-2
Systems touched
Genesys SIPQM Scorecard / Case ManagementQA Rubric Vector StoreWorkdayIVR / SIPBSS / BillingOSS NetworkCRMSMS GatewayMobile App ChatCore BankingCard ManagementFraud EnginePolicy Admin SystemGuidewire ClaimCenterWhatsApp Business API
Channels
voicebatchappwhatsapp
Simulation volumes
720,000runs / month
95.0%success rate
7.4 smedian duration
$0.0024estimated cost / run

Summed from the simulation definitions of the linked scenarios; recalculated for your scale in the discovery session.

Outcomes
  • Measurement across all calls instead of sampling
  • Compliance breaches and customer risk visible the same day
  • Voice data never leaves the organisation
Capabilities used
Speech-to-text (Turkish)On-prem modelsSentiment & intentCompliance phrase checksSensitive data maskingDashboard analytics layerCoaching insights
Explore the platform →
Measured targets
Calls analysed100%
Time to detect a churn signalSame day
Quality evaluation effort75% lower

Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.

Governance and approval rules

Scenario-level approval rules plus the package’s general controls.

  • Call centre quality monitoringScore < 60 or compliance breach → team leader review
  • Subscriber care assistant: bill, plan, fault and contractContract cancellation, bill correction above 500 or technician priority → representative approval
  • Dialogue banking: voice and text transaction assistantLimit increase > 60%, dispute amount > 5,000 or transfer to a new payee → operations approval
  • Voice claims intake (FNOL)Injury or reserve > 250,000 → warm transfer to a claims specialist
  • packageSubscriber-level actions (offer, call) with the retention team’s approval
  • packageRecordings and transcripts retained under personal-data rules
Rollout
  1. 1 · Discovery and design · 2–3 weeksThe 20 most frequent intents and transactions are chosen, identity and approval thresholds written with information security, channel and system integrations listed.
  2. 2 · Pilot · 4–6 weeksOne channel, a limited customer group; the test corpus runs, a human representative shadows, thresholds tuned on real traffic.
  3. 3 · Scale-outRemaining channels and transactions added; dashboards, SIEM forwarding and kill-switch handed over; monthly model and rule review begins.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis