Deepfake defense for the calls where money, access, and trust move.

Diopter helps security and fraud teams detect synthetic video, cloned audio, and manipulation arcs across the high-stakes calls that lead to wires, approvals, claims, vendor changes, and hiring decisions.

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Threat surfaces

Two surfaces. Many fraud paths.

Video

Deepfake faces, proxy interviewers, executive impersonation, and identity drift across conferencing.

Voice

Cloned voices, vishing, vendor impersonation, and synthetic callers across phone and VoIP workflows.

Conversation arc

Authority, urgency, isolation, escalation, and the ask show up across both surfaces, and that's where Diopter intervenes.

Industry chooser

Pick an industry to see the call type, the attacker move, and the action Diopter recommends.

Real estate

Closing calls and wire verification

Primary call type

Closing-table calls and final wire verification

Attacker move

Cloned title agent or attorney pushes a last-minute wire change.

Diopter action

Hold the wire until call identity and arc risk clear.

Walk through this scenario

Featured industries

Where Diopter is being deployed first.

Real estate

Closing calls and wire verification

Primary risk

Cloned title agents, attorneys, or counterparties push wire changes in the final verification window.

Call workflow

Buyer, seller, attorney, and title or escrow agent on one call minutes before disbursement.

Attacker move

Cloned title agent or attorney pushes a last-minute wire change.

Where Diopter intervenes

Before disbursement, Diopter verifies call identity, scores synthetic audio/video risk, and flags pressure toward last-minute wire changes.

Recommended action

Hold the wire until call identity and arc risk clear.

Walk through a closing-wire scenario

Financial services

Treasury, approvals, and account changes

Primary risk

A cloned executive, customer, or partner pressures an employee into approving a transfer, exception, or account change.

Call workflow

Inbound or outbound voice/video call requesting an out-of-policy approval, often under time pressure.

Attacker move

Cloned executive, customer, or partner pressures an employee into approving a transfer or exception.

Where Diopter intervenes

Before the approval is executed, Diopter identifies synthetic signal, identity drift, or a high-risk manipulation arc.

Recommended action

Flag for review or block before the approval is executed.

Walk through a treasury scenario

Staffing & recruiting

Synthetic candidates and proxy interviewers

Primary risk

Synthetic candidates and proxy interviewers use video calls to enter hiring pipelines and client environments.

Call workflow

Multi-round video interviews across recruiter, hiring manager, and technical screens.

Attacker move

Synthetic candidate or proxy interviewer hides behind a deepfake face across rounds.

Where Diopter intervenes

Across interview rounds, Diopter scores video/audio authenticity and identity consistency while the conversation unfolds.

Recommended action

Hold the candidate for verification before offer.

Walk through a synthetic candidate scenario

Insurance

Synthetic FNOL and claims calls

Primary risk

Cloned claimants or fabricated callers enter payout paths through phone or video workflows.

Call workflow

FNOL intake, recorded statement, or claim-review call that establishes identity and starts a payout path.

Attacker move

Cloned claimant or fabricated caller enters the payout path through phone or video.

Where Diopter intervenes

At first notice or claim review, Diopter scores caller identity, synthetic audio/video, and pressure toward payout.

Recommended action

Route to SIU or hold for verification before payout.

Walk through a synthetic claim scenario

Other industries

Same playbook, different workflow.

CPA & tax

Client verification calls during tax and advisory work

Attacker move

Cloned client requests refund routing changes or e-file authorization under time pressure.

Diopter action

Flag for review before any banking detail change.

Walk this scenario

Law

Trust disbursement and counterparty verification calls

Attacker move

Cloned counterparty or partner pressures the firm into releasing trust funds.

Diopter action

Hold the disbursement until call identity clears.

Walk this scenario

Mortgage

Borrower verification, payoff, and funding calls

Attacker move

Cloned borrower or settlement agent redirects payoff or funding wires.

Diopter action

Hold the wire and route to verification.

Walk this scenario

Cross-industry pattern

Different workflows. Same manipulation arc.

Pick a workflow to see how the same five-stage arc plays out: Authority, Urgency, Isolation, Escalation, Ask.

01Authority

Cloned exec or title agent claims signing authority on the call.

02Urgency

Closing window or end-of-day pressure compresses verification.

03Isolation

Conversation moved to a single approver, copy lines dropped.

04Escalation

Threats of deal collapse if the change isn't made now.

05Ask

New wire instructions read aloud, funds released.

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.

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