VerSight™ · Conversation Intelligence

AI that reads every customer call. So you don't have to.

Versight transcribes, analyses and grades 100% of your contact-centre conversations — surfacing the trends, risks and coaching opportunities that manual QA sampling will always miss.

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  • 100% call coverage — no sampling
  • 6-stage AI analysis pipeline
  • Insights to action in <2 hours
  • PCI/PII redacted at ingest
100 %
Calls analyzed
vs ~2% on manual QA sampling
6
AI analysis stages
Agent · Metrics · Compliance · Quality · Executive · Metadata
~5 min
Call to dashboard
from S3/Zendesk drop to live trend
<2 hr
Insight to action
coaching task assigned the same morning
Built for three audiences

One pipeline. Three very different jobs to be done.

Versight isn't a dashboard with role filters — it's three purpose-built surfaces sharing one analysis layer. Each role sees the call from the angle that drives their decisions.

Executives

"What's hurting CSAT this week — and is it getting better or worse?"

Trend grids, contact-driver pareto, week-over-week deltas. KPI cards that show whether last quarter's intervention is actually working.

Surfaces
Leadership DashboardLeadership InsightsProperty Dashboard
Team Leaders

"Which agent needs coaching, and on what specific behavior?"

Personalized scorecards with evidence clips. AI vs Human gap analysis that tells you whether the score reflects the agent or the rubric. Coaching action items that close the loop.

Surfaces
Team Leader DashboardPersonalized ScorecardCoaching
Engineers / Admins

"Is the pipeline healthy — and can I prove who saw what, when?"

Ingestion lag, model fail-over, embedding queue depth. Full audit trail for every prompt change, rubric edit, and access grant. On-prem deployment for regulated verticals.

Surfaces
System HealthAI ModelsGovernance
VerSight™ Dashboard
Live
2,847
Calls today
87%
Avg sentiment
23
Issues flagged
AI insight

Billing calls spiked 42% this week — new fee structure confusion is the primary driver. 67% could be deflected with updated FAQ.

Seven analytical modules

Each module answers one business question — with evidence, not opinions.

Click any module to see the kind of insight it surfaces.

Command Center

Executive Overview

Single-screen weekly/monthly rhythm for leadership. See if you're getting better or worse, and what's driving it.

+12%
Call Volume Trend
23%
Avoidable Contact Rate
78%
Recovery Rate
$47K
Cost of Friction

Billing inquiry calls spiked 42% week-over-week, driven by confusion about new fee structure.

Contact Drivers

Demand Intelligence

Understand why customers are calling and what's emerging before it becomes a crisis.

Billing
Top Reason
3 new
Emerging Topics
31%
Deflectable Calls
8%
Queue Misroutes

Operational Efficiency

Waste & Recovery

Quantify where time and money are being wasted: holds, transfers, repeats, and process friction.

2:34
Avg Hold Time
12%
Transfer Rate
18%
Repeat Contacts
4,200
Wasted Minutes

Customer Experience

Sentiment & Effort

Track where calls go wrong, what creates friction, and map the emotional journey of every interaction.

72%
Avg Sentiment
Low
Effort Score
7%
Escalation Rate
82%
Recovery Rate

Agent Performance

Coaching & Development

Behavior-based scorecards with evidence clips. Know exactly what each agent needs to improve.

Sarah M.
Top Performer
12 agents
Coaching Queue
Empathy
Skill Gap
+8%
Improvement

Compliance & Risk

Violation Detection

Automated compliance monitoring across 100% of calls. Risk-based review queues with evidence timestamps.

100%
Calls Analyzed
23
High Risk
2
TCPA Flags
0
PCI Violations

Revenue Intelligence

Churn & Upsell

Detect churn signals, identify missed upsell opportunities, and capture competitive intelligence.

47
Churn Signals
34%
Save Rate
89
Upsell Missed
156
Competitor Mentions
How it works

From recording to action in five steps.

Same pipeline whether you're running ten agents or two thousand.

Ingestion

Connect to your recordings wherever they live

Cloud storage (S3, Azure, GCS)
Contact center platforms
On-premise via secure connectors
Why traditional approaches fail

You can't improve what you can only sample.

The three approaches contact-centres usually try first — and the gap each leaves behind.

Manual QA Sampling

1-3% coverage
  • Doesn't scale: doubling coverage means doubling headcount
  • Random sampling misses high-risk calls
  • Slow feedback loops: patterns identified weeks later
  • Inconsistent scoring across analysts

First-Gen Speech Analytics

Keyword spotting
  • Brittle keyword detection misses variations
  • High false positive rates without context
  • No understanding of causality
  • Alerts without prioritization or actions

BI Dashboards

Lagging indicators
  • Shows what happened, not why
  • Averages hide problems
  • No drill-down to root cause
  • Disconnected from evidence

Versight analyses 100% of calls.

No sampling. No keywords. Full context, full audit trail, evidence-backed insights.

What makes Versight different

Four things that hold true on every deployment.

100% coverage

Every call analysed. No sampling, no gaps, no missed patterns.

Evidence-backed

Every insight comes with timestamped transcript and audio clip.

Root-cause analysis

Know exactly what's driving the problem — not just that one exists.

Action-oriented

What's happening? Why? What now? Every module answers all three.

From the field

The teams running Versight stopped sampling and started fixing.

Anonymised until customers approve attribution. The numbers and the verticals are real.

Outcome
50× QA coverage
"QA coverage went from 2% to 100% overnight. We're not finding new failure modes — we're finally seeing the ones that were already there."
Director of Customer Operations
ISP serving 600k subscribers
Outcome
1 audit-grade incident prevented
"We caught a compliance gap in week one that audit had missed for two quarters. The pipeline flagged the same disclosure-skip across three agents — that's a process problem, not a person problem."
Head of Quality Assurance
Mid-market BPO
Outcome
6× coaching efficiency
"Coaching time per agent dropped from 90 to 15 minutes a week. The AI does the listening; my team leads do the actual coaching."
VP of Contact Centre
Multi-region retail brand
Plug into your existing stack

Versight reads the calls you already record, in the systems you already run.

No new telephony. No PII leaving your perimeter unless you allow it. Connectors live in 2–4 weeks for managed deployments; custom integrations in 6–8.

Telephony & recording

Pull recordings from wherever they live. S3 drop-zone for on-prem; native connectors for major contact-centre platforms.

  • Genesys Cloud / PureConnect
  • Five9
  • NICE CXone
  • Amazon Connect
  • Twilio Flex
  • Direct S3 / Azure / GCS ingest

CRM & ticketing

Tie every analysed call back to the customer record and the ticket. Polling pulls metadata every ~5 minutes.

  • Zendesk Support & Talk
  • Salesforce Service Cloud
  • HubSpot Service Hub
  • Freshdesk / Freshcaller
  • Intercom
  • Custom webhook in/out

Compliance & security

Built for regulated verticals. Redaction at transcription. Full audit trail. On-prem deployment for the data that can't leave.

  • SOC 2 Type II
  • GDPR-compliant data handling
  • PCI-DSS scope reduction
  • PII auto-redaction at ingest
  • Role-based access control
  • Immutable audit log
Common questions

The questions every contact-centre buyer asks.

Direct answers. If yours isn't here, get on a call with a Versight engineer.

How does Versight ingest calls?
Three options. (1) Drop recordings into an S3 / Azure / GCS bucket and we poll every ~5 minutes. (2) Native pull-connectors for Zendesk Talk, Genesys Cloud, Five9, NICE CXone, Amazon Connect, Twilio Flex. (3) Custom webhook in for anything else. Most customers go live on S3 in under 48 hours.
What's the transcription accuracy?
We default to Deepgram Nova-2 with 90%+ word-error-rate accuracy on clean contact-centre audio. Multi-provider failover means a Deepgram outage doesn't stop the pipeline. For specialised vocabulary (drug names, financial products), we tune custom acoustic models against a sample of your calls.
How is PCI / PII handled?
Sensitive data is detected and redacted at the transcription layer — credit-card numbers, social security numbers, dates of birth never reach the analysis prompts and are never stored in plain text. The full audit trail records what was redacted, when, and why. PCI-DSS scope reduction is one of the most common reasons enterprises pick Versight.
How long does deployment take?
2–4 weeks for managed deployments using S3 ingest and Zendesk pull. 6–8 weeks if you need a custom telephony connector. The pipeline itself is the same — connector engineering is the variable. We've never had a deployment slip past 12 weeks.
Does this replace our QA team?
No, and we'd push back if a customer thought it should. Manual QA was always a sampling exercise — analysts listening to 1–3% of calls and scoring them. Versight scores 100%, so your QA team stops scoring and starts coaching. The humans still own the rubric, the calibration, and the conversation with the agent.
Can we customise what the AI looks for?
Every prompt is editable. Quality rubrics, compliance checklists, executive summary structure, agent-coaching action items — all configurable per property. Changes are versioned, audited, and roll-forward (so old calls keep their old scores; new calls run against the new prompt).
How is this different from Gong, Chorus, or Observe.AI?
Gong and Chorus are sales tools — built for outbound revenue calls, deal forecasting, rep coaching against pipeline. Versight is built for inbound contact-centre support: contact-driver intelligence, compliance, multi-tenant property models for BPOs and franchises, and a far stronger compliance & on-prem story. If your buyer is a Director of Customer Operations rather than a VP of Sales, we're the right fit.
Is on-prem deployment supported?
Yes. The full pipeline — ingestion, transcription, analysis, dashboards — runs on customer-owned compute for regulated verticals (healthcare, financial services, public sector). Same code, same dashboards, your hardware and your data perimeter.

Stop sampling. Start seeing every call.

30-minute walkthrough with a Versight engineer. Bring a sample of your recordings — we'll show you what you've been missing on the calls you took yesterday.

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