One detection engine for live video and voice calls.

Diopter verifies caller identity, detects synthetic video and audio, and models the manipulation arc of a live conversation, before payment, access, approval, or hiring decisions happen.

Works with · video
Microsoft TeamsZoomGoogle MeetWebex
Works with · voice
Microsoft TeamsZoomWebexRingCentralDialpad
Video conferencing·Voice & VoIP·MDM rollout·MDM-ready·SOC 2 Type II in progress
Platform overview

Three signal layers. One recommended action.

Identity, synthetic media, and conversation arc are scored continuously throughout the call, then collapsed into a single verdict and action your workflow can act on.

Identity verification

Compare the person on the call against trusted identity signals and prior enrollment where available.

Synthetic video & audio detection

Score live voice and video signals for synthetic media indicators throughout the call.

Conversation arc analysis

Track authority, urgency, isolation, escalation, and the ask as the conversation unfolds.

Verdict & actionAllow · Flag for review · Hold for verification · Block
How it works

How Diopter evaluates a call.

Diopter runs alongside the call from the first second. Signals are scored continuously, and when risk crosses threshold a verdict and recommended action route to your console or workflow.

Live alert · demo
Risk pattern
Synthetic audio · 0.81

Voiceprint drift detected mid-call · authority framing rising

Recommended action
Scoring…
01

A risk pattern appears

Synthetic audio, identity drift, or pressure-to-ask behavior crosses threshold.

02

Diopter issues a verdict

Verified, potential threat, suspected threat, or high-risk threat.

03

The workflow gets an action

Allow, flag for review, hold for verification, or block.

Routes to:Admin consoleSIEM / case queueWebhookIT admin toolingHuman approver
Architecture

Where Diopter sits.

Diopter is light to deploy and clear about what runs where. The flow below traces a call from the conferencing client to the workflow output.

Signal flowlive · scored continuously
Call environment
Teams · Zoom · Meet · Webex · VoIP
Diopter layer
Endpoint app or inline at the trunk
Scoring engine
Identity · synthetic media · arc
Admin console
Verdict, evidence, policy
Workflow outputs
Webhook · SIEM · ticket · MSP tenant
Surfaces covered

Coverage for video and voice.

Coverage varies by deployment path. Use the walkthrough to map Diopter to your current call stack.

Video conferencing

Teams, Zoom, Google Meet, Webex. Native app sits beside the conferencing client and scores every participant.

Voice & VoIP

Teams, Zoom, Webex, RingCentral, Dialpad. Inline at the trunk via the Communication Filtering API or endpoint-side via the desktop app.

MDM & fleet

Intune, MCP server, and API endpoints. One console for IT to roll out and manage across the fleet.

Verdict matrix

From signal to action.

The matrix is designed to reduce false alarms from isolated synthetic signals while still catching high-pressure social engineering attempts from real humans.

Verdict matrix · ai detection × arc4 verdict classes
Axis 01 · AI Detection

Are the voice and video frames synthetic, or a real human?

Axis 02 · Conversation Arc

Is the dialogue being shaped toward authority, urgency, isolation, and an irreversible ask?

AI DetectionArc RiskWhat this looks like on a callVerdictRecommended action
CleanLowReal human on the line, request flow looks normal. No synthetic media, no pressure pattern.VerifiedAllow
CleanHighReal human voice, but the conversation is being shaped toward an irreversible ask through urgency, authority framing, and off-policy timing. A social-engineering attempt by a real person, or a coached insider.Potential ThreatFlag for review
SyntheticLowSynthetic voice or deepfake video detected, but the conversation isn't pushing toward a high-risk action. Often a benign AI agent, voice filter, or early-stage probe.Suspected ThreatHold for verification
SyntheticHighSynthetic media plus the arc is closing on a wire, MFA reset, credential hand-off, or hire. Both axes confirm.High-Risk ThreatBlock
Deployment

Deployment paths for teams that cannot wait a year.

Pilot on the desktop app in days. Roll wider through MDM. Extend into the voice path and your team's existing admin tooling as your program matures.

Endpoint

Deploy alongside the conferencing client through Intune or your existing MDM.

Voice path

Evaluate voice and VoIP calls through supported inline or agent-side configurations.

MDM & fleet

Roll out and manage Diopter through the MDM and fleet tooling your IT team already runs.

Workflow

Route verdicts into the systems your team already uses: SIEM, ticketing, webhook, or MCP.

Security & privacy

Built for sensitive conversations.

Diopter is designed to be deployed inside the perimeter of teams that can't ship raw call media to a vendor cloud. Detection runs on the endpoint by default; only verdicts and scores leave the device.

  • On-device by default where applicable
  • Configurable retention
  • Tenant-level policy
  • SOC 2 Type II in progress
  • No caller-side install
  • Data minimization
  • Granular admin controls
Buyer use cases

Where teams use Diopter first.

The highest-leverage starting points: calls where a wrong decision is irreversible, expensive, or both.

Wire approvals

Call type
Finance approval call
Risk
Synthetic exec voice + urgency
Recommended action
Hold for verification

Vendor changes

Call type
AP / vendor onboarding
Risk
Banking detail change under pressure
Recommended action
Flag for review

Executive approvals

Call type
Exec-to-staff request
Risk
Authority framing + isolation
Recommended action
Hold for verification

Hiring loops

Call type
Remote candidate interview
Risk
Synthetic video / voice during screen
Recommended action
Block

Insurance claims

Call type
Claimant intake call
Risk
Identity drift mid-conversation
Recommended action
Flag for review

MSP client protection

Call type
Cross-tenant call activity
Risk
Repeat synthetic patterns across tenants
Recommended action
Per-tenant policy routing
Walkthrough · 30 min · NDA-safe

Walk an attack arc with Diopter.

In 30 minutes, we will replay a real deepfake incident, show the signals Diopter would score, and map the verdict your team could act on.