Diopter monitors calls and video for policy alignment, social engineering tactics, and AI impersonation, and verifies wire instructions.
Diopter is AI social engineering defense, not just deepfake detection. On every critical call it confirms identity and payment instructions, catches manipulation whether the caller is AI or human, detects AI or deepfake media, and enforces your policy, then turns all four signals into one recommended action.
Confirm who's really on the call and validate payment and wire instructions. Flags fraud signals like a brand-new email domain or a SIM-swapped number, not just confirmed or unconfirmed.
Monitor the conversation against known fraud and social-engineering patterns, whether the caller is AI or a real person applying pressure.
Detect AI or deepfake video and audio live, throughout the call, not from a single frame.
Catch out-of-band and out-of-policy asks: wires over threshold, MFA resets, and vendor changes that skip your normal controls.
Three attack patterns where AI and deepfake media, cloned audio, and conversation pressure are already creating measurable business risk.
Bank and treasury transfers, vendor and invoice redirects, and executive overrides. Single calls have cleared $35M, with hundreds of millions redirected per quarter on closing wires.
Deepfake video and cloned-voice impersonation of executives, vendors, and trusted parties, used to push approvals and exceptions past normal review.
Synthetic and state-sponsored candidates passing remote interviews to infiltrate payroll. Up 220% year over year.
The highest-risk calls are not just deepfakes. They move through a recognizable sequence: authority, urgency, isolation, escalation, and the ask. Diopter scores that sequence while the call is still in progress.
The attacker establishes a believable role: a cloned exec, a title agent, a hiring manager, or a known vendor.
Time pressure compresses normal verification. The deal closes today. Payroll runs in an hour.
The channel narrows and witnesses are removed. Move to DM, private call, or off-domain email.
Stakes rise. Threats, secrecy clauses, or 'just between us' framing accelerate compliance.
The wire approval, MFA reset, credential, hire decision, or vendor change finally lands.
Risk pattern → verdict → action. Routed to the team or workflow that owns the next step.
Synthetic audio drift detected mid-call · authority framing rising
AI or deepfake media, identity drift, or social-engineering pressure crosses threshold.
Verified, potential threat, suspected threat, or high-risk threat.
An explicit call routed to your team: allow, flag for review, hold the wire for a second approver, or block.
Public deepfake incidents, mapped to the move where Diopter would have intervened.
2024 · Deepfake video conference
A finance employee joined a video call with a deepfaked CFO and 'colleagues' on camera, then authorized 15 transfers in sequence.
Diopter would have surfaced a synthetic-room signal across multiple participants well before the first wire was approved.
Q1 2025 · Email + voice impersonation
Coordinated impersonation of title agents and closing attorneys redirected residential closing wires across 30+ states in a single quarter.
A verdict on the closing call attaches to the wire-instruction change before signature, breaking the redirect.
2024 · Cloned executive voicemail then call
A bank manager transferred $35M after a cloned voice call from a 'director' he had spoken with before, backed by spoofed email confirmation.
The call accelerates toward an unscheduled wire while voice signal drifts off pattern, holding the transfer for review.
2024 · Deepfake video interviews
Operators use synthetic faces and AI-altered voices to pass remote interviews and infiltrate payrolls of US tech and finance teams.
The same backing actor surfaces across rounds of the loop, exposing the persona before an offer is extended.
Diopter meets your team on the calling tools and the management plane you already run. No caller-side install required.
Native on the platforms your team already uses.
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Inline at the carrier or on the agent endpoint.
PhonePhone
Roll out and manage Diopter through the MDM and fleet tooling your IT team already runs, plus an MCP server and API endpoints for everything else.
Plus a Communication Filtering API for inline trunk coverage where the carrier sits outside the listed providers.
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.
