VoiceCrunch AI-Speech Analytics, Transcription and Translation
What is Speech Analytics?
Speech analytics technology transforms business intelligence by extracting valuable insights from telephone calls or audio files through advanced Natural Language Processing. Organisations use this powerful tool to understand client needs, identify service gaps, and enhance customer satisfaction in today's competitive marketplace.
This data-driven approach enables precise improvements to service quality and employee performance through advanced conversational intelligence.
See VoiceCrunch AI in Action
VoiceCrunch AI – Conversational Intelligence
VoiceCrunch AI is a dynamic speech recognition system encompassing word spotting, sentiment analysis, automatic transcription, and translation. When seamlessly integrated with our robust Apresa call recording platform, VoiceCrunch AI revolutionises call retrieval by automating the search process based on criteria you define.
When metadata is missing from Zoom meetings or legacy call recordings, VoiceCrunch AI can also analyse the audio content to help identify specific conversations.

Transform Business Performance With AI Driven Speech Analytics
Eliminate costly, time-consuming manual processes. Identify critical moments in every conversation to improve performance, ensure compliance, and uncover insights at scale – without manual call listening, spreadsheet reviews, or subjective scoring.
Replace outdated quality assurance and reporting with real-time conversational intelligence that reduces operational overhead and drives consistent, data-led decision-making.
Industry Applications
AI-Powered Search Criteria
Set your desired search criteria with over 40 distinct options across eight essential groups. Swiftly locate the calls you need, saving time and cost whilst bolstering compliance and elevating business performance.
Precise Phrases & Vital Words
Pinpoint exact phrases and crucial individual words across all your recorded conversations for rapid identification.
Sentiment & Emotions
Uncover Caller Sentiment and Agent Sentiment insights to understand emotional context and improve interactions.
Overtalk Management
Identify and quantify Overtalk Incidents and Overtalk Ratios to improve communication quality and inform agent training.
Talk Style & Tone Analysis
Evaluate Talk Volume and Changes in Pitch for nuanced insights into conversation dynamics and effectiveness.
Talk Time & Rate Measurement
Assess Agent Talk Time and identify silences for enhanced understanding of conversation flow and engagement.
Automatic Transcription
Eliminate laborious and costly manual transcription processes which give rise to misinterpretation and critical mistakes.
Automatic Translation
Eliminate the need for expensive translation services with accurate multi-language support built in.
Pattern Detection
Identify recurring issues and anomalies across calls to refine processes and ensure quicker problem resolution.
Advanced Search
User-friendly interface with over 40 distinct criteria for rapid call location and analysis.
Real-Time Analytics
Monitor conversations as they happen with instant alerts and risk scoring for compliance violations.
Training Resources
Identify areas for improvement and exemplify successful communication strategies for team development.
FCA Compliance
Automated monitoring with keyword detection, risk scoring, and real-time alerts for regulatory adherence.
AI-Powered Insights
Machine learning algorithms continuously improve accuracy and extract deeper business intelligence.
Actionable Intelligence
Transform raw conversation data into strategic initiatives that drive competitive advantage.
Why Your Call Recordings Lose Value Faster Than You Think
⚠️ Critical Reminder
Many call recording providers, particularly free platforms, retain recordings for a limited period before you start paying or lose them completely. With Zoom for example, recordings must be downloaded within 30 days or critical metadata – dates, times, participants – is permanently lost.
While the audio files may still exist, the missing metadata renders the recordings effectively unusable.
No context, no searchability, and no audit trail.
What Happens When Conversations Can't Be Analysed or Searched?
- Hundreds of hours of business conversations sitting idle
- Valuable intelligence locked inside unsearchable audio
- Manual review as the only fallback — slow, inconsistent, and prohibitively expensive
The Solution: AI Speech Analytics That Works With Any Recording System
VoiceCrunch AI converts static audio into structured, searchable intelligence by:
- ✓ Automatically transcribing recordings into searchable text
- ✓ Identifying keywords, phrases, sentiment, and themes at scale
- ✓ Working with existing and legacy communication platforms
- ✓ Accepting recordings from Zoom, Microsoft Teams, Apresa, or any audio file
No replatforming. No manual clean-up. No data loss.
Why Analysing Recorded Calls Matters for Finance & Insurance

In regulated industries, this is more than inefficiency – it's a compliance risk. FCA regulations require firms to retain and evidence client interactions. When recordings lack searchable metadata, locating a specific conversation during an audit becomes slow, risky, or impossible.
With VoiceCrunch AI, organisations can:
- Search for client names, policy numbers, or conversation topics
- Generate timestamped compliance reports
- Demonstrate regulatory adherence with clear, auditable evidence
How Speech Analytics Cuts Costs in the NHS & Public Services
Speech analytics is transforming public-sector operations by:
- Automatically transcribing triage and intake calls
- Reducing manual processing time and administrative overhead
- Improving accuracy and consistency of patient or case records
- Allowing professionals to focus on care and outcomes, not paperwork

Speech Analytics AI: Key Takeaway
Call recordings are not passive storage files. They are business intelligence, compliance evidence, and operational insight — but only if they can be searched, analysed, and trusted.
How VoiceCrunch AI Works
Transform your audio files into searchable, actionable intelligence in three straightforward steps.
Upload Your Audio Files
Choose from two convenient options:
Option 1: Automatic IntegrationIf you're using our Apresa Call Recording System, calls are automatically loaded onto VoiceCrunch AI for search, transcription, and translation.
Option 2: Manual UploadUpload recorded calls from your legacy call recorder, Zoom, Microsoft Teams, or any audio files using our secure uploader. We accept a range of file types, though best results are achieved with uncompressed audio. Upload as many files as you wish in one go.
Security note: We delete files immediately after analysis for your protection.
Define Your Search Criteria
Drop in keywords, phrases, or criteria to instantly surface the moments that matter. Our powerful matching engine zeroes in with precision, spotlighting the critical points in every call.
With the VoiceCrunch AI dashboard, you're in control – set custom rules, apply sentiment analysis, and tailor searches to drive results in sales, compliance, customer service, and financial services.
With text-to-speech transcription, real-time translation, and instant email alerts on key moments, VoiceCrunch is the all-in-one solution for smarter customer interaction analysis – scaling effortlessly from a single call to 100,000.
Review Your Results
You'll be alerted by email to predetermined critical issues, accompanied by a transcription of the relevant audio. You'll also receive notifications when VoiceCrunch AI has matched your chosen keywords, phrases, and search criteria.
View each file individually and play the audio from each phrase's start and end point to quickly listen to any match.
Our call visualiser generates a helpful waveform of the audio for enhanced analysis.
Frequently Asked Questions
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Speech analytics is a technology that automatically analyses recorded telephone calls or audio files using Artificial Intelligence and Natural Language Processing (NLP). It extracts structured insights — such as keywords, sentiment, overtalk, silences, and spoken phrases — from voice conversations without any manual listening.
Vidicode UK's VoiceCrunch AI integrates directly with call recording platforms like Apresa, or accepts uploaded files from Zoom, Microsoft Teams, and other systems, transforming static audio into searchable, actionable intelligence.
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VoiceCrunch AI is Vidicode UK's speech analytics platform. It combines word spotting, sentiment analysis, automatic transcription, and translation into a single solution. Key capabilities include:
- Identifying exact phrases and keywords across thousands of calls
- Detecting caller and agent emotions in real time
- Measuring overtalk ratios and silence periods
- Generating timestamped, searchable transcripts automatically
- Translating conversations into multiple languages without a third-party service
It integrates natively with the Apresa call recording system and accepts audio files from any platform — no replatforming required.
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Under FCA regulations, MiFID II, and DORA, financial services firms must retain, retrieve, and evidence client communications. VoiceCrunch AI helps by:
- Automatically monitoring recorded calls for compliance-critical keywords and phrases
- Generating risk scores and real-time alerts when potential violations are detected
- Producing timestamped, auditable transcripts for regulatory inspections
- Enabling teams to locate a specific conversation in seconds rather than hours
FCAMiFID IIDORA
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Yes. VoiceCrunch AI accepts audio uploads from any recording platform, including Zoom, Microsoft Teams, legacy call recorders, and standard audio file formats. You do not need to replace your existing telephony infrastructure.
This is particularly important for organisations using Zoom, where recordings must be downloaded within 30 days before critical metadata — dates, times, participant names — is permanently lost. VoiceCrunch AI can analyse those files and restore searchability and structure to your archive. All uploaded files are deleted immediately after analysis for your data protection.
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Speech analytics delivers measurable value across multiple sectors:
- Financial services — FCA, MiFID II, and DORA compliance monitoring
- Insurance — Policy discussions, claims call review, and vulnerability detection
- NHS & healthcare — Automatic transcription of triage and intake calls, reducing administrative burden on clinical staff
- Legal — Evidencing client instructions and advice given
- Sales & customer service — Script adherence, coaching, and missed opportunity identification
Any organisation handling a high volume of calls can use speech analytics to reduce manual effort and improve consistency.
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Speech recognition (also called speech-to-text or transcription) converts spoken words into written text.
Speech analytics goes several layers deeper. It uses the transcribed text as a starting point, then applies Natural Language Processing to identify sentiment, detect emotional tone, spot keywords and phrases, measure conversation patterns such as overtalk and silence, and surface compliance risks or business trends at scale.
In short: speech recognition transcribes; speech analytics interprets and extracts actionable intelligence.
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Speech analytics replaces subjective, manual call scoring with consistent, data-led evaluation of every recorded conversation. Customer service managers gain an objective view of:
- Whether agents used the correct script or made required disclosures
- How agents responded to customer frustration or complaints
- How often an agent spoke over a caller (overtalk ratio)
- Which calls represent best-practice examples for training purposes
This enables targeted coaching based on real evidence rather than general feedback, improving both individual performance and team consistency.
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Yes, when implemented correctly. VoiceCrunch AI is designed with GDPR compliance built in:
- Uploaded audio files are deleted immediately after analysis
- Access to recordings and transcripts is controlled through granular user permissions and encryption
- Data is stored and processed in a UK-based, secure environment
Organisations must ensure they have a valid lawful basis for recording and analysing calls, and that callers are informed via a pre-call notification. Vidicode UK can advise on GDPR-compliant practices as part of any solution.
GDPRUK Data Protection Act 2018
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VoiceCrunch AI offers more than 40 distinct search criteria across eight key categories:
- Precise phrases and vital words
- Sentiment and emotions (caller and agent)
- Overtalk management (incidents and ratios)
- Talk style and tone analysis
- Talk time and rate measurement
- Automatic transcription
- Automatic translation
- Pattern detection
This enables highly specific searches tailored to compliance, sales performance, or customer experience objectives — from a single policy number query to bulk trend analysis across 100,000 calls.
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Getting started is straightforward. Vidicode UK offers a free VoiceCrunch AI trial so you can test the platform with your own call recordings before making any commitment.
Our UK-based team will assess your current recording environment, compliance requirements, and business objectives, then recommend the right configuration. There are three simple steps:
- Upload your existing audio files, or connect your Apresa call recording system
- Define your search criteria and compliance rules
- Review results, transcripts, and email alerts automatically
Call 0203 488 1498 or complete our contact form to arrange your free trial or book a demonstration.
Ready to Unlock the Value in Your Call Recordings?
Join businesses across finance, healthcare, and beyond who rely on VoiceCrunch AI to turn conversations into compliance evidence, training tools, and competitive intelligence. Our UK-based team is ready to help.