Modulate ToxMod
Audio-native voice AI for fraud, compliance, and deepfake detection.
Voice-native detection that actually hears what transcripts ignore. ToxMod's acoustic depth (Velma ensemble, 150+ behaviors) is unmatched for fraud, safety, and compliance — but it's enterprise-priced and overkill for basic transcription. Consider Deepgram for simpler transcription needs.
Verified 18d ago · liveness 95/100 · cite: rightaichoice.com/tools/modulate-toxmod
- Enterprises with high-volume voice interactions (contact centers, fintech, gaming)
- Trust & Safety teams needing real-time voice moderation
- Compliance teams monitoring for policy violations
- Fraud detection teams targeting social engineering and deepfakes
- Small businesses with low call volumes or limited budget
- Teams needing only basic transcription without behavior analysis
- Text-only channels (SMS, chat) – voice-focused only
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Skip ToxMod if you only need basic transcription and can’t justify the per-hour cost.
PII/PHI tagging adds $0.02/hr on top of transcription
ToxMod’s pricing is competitive for enterprise-grade voice AI: batch transcription at $0.03/hr undercuts Deepgram ($0.31/hr) and AssemblyAI ($0.21/hr). The Velma Conversation Understanding model at $1.25/hr is fit for mid-to-large teams with high-risk voice interactions.
In short
Modulate ToxMod — Audio-native voice AI for fraud, compliance, and deepfake detection. Best for Enterprises with high-volume voice interactions (contact centers, fintech, gaming), Trust & Safety teams needing real-time voice moderation, Compliance teams monitoring for policy violations. Free to start; paid plans from $0.025/mo.
What's new in Modulate ToxMod
Checked 18 days agoAcross the latest 10 updates: 6 feature updates, 2 launches and 2 news mentions.
Generated AI Music is Going Mainstream. Detection Should, Too.
Modulate announces AI Music Detection API to catch AI-generated music with low false positives.
AI Monitoring: How to Detect Risk & Fraud in Real Time
Explains real-time AI monitoring for risk and fraud detection using voice analytics.
Top 5 Things to Experience from Modulate at Customer Contact Week Las Vegas 2026
Preview of Modulate demos at CCW Vegas including Velma API and ToxMod updates.
Speech to Text Python Tools: How to Build Speech to Text Pipelines in Python for Real-World Conversations
Tutorial on building speech-to-text pipelines using Modulate's API and Python.
Call Center Analytics: How to Turn Conversations Into Real-Time Intelligence
Describes real-time analytics capabilities for call centers using Velma.
Velma Is Now Available via API
Velma voice analytics platform launches as an API for custom integrations.
AI Fraud Detection for Healthcare: From Claims Analysis to Real-Time Prevention
Highlights ToxMod use in healthcare fraud detection with real-time audio analysis.
Best Call Center Monitoring Software: 9 Platforms Compared (2026)
Comparative analysis featuring Modulate ToxMod among call center monitoring tools.
Real-Time AI Fraud Detection for Accounting Catches What Others Miss
ToxMod applied to accounting fraud detection via real-time voice analysis.
Real-Time Audio PHI & PII Redaction: How Velma Catches More Sensitive Data Than Any Other AI
Velma introduces real-time PHI/PII redaction capabilities for audio streams.
What independent users actually report about Modulate ToxMod
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
8 mentions across 1 source (YouTube).
- +Detects 150+ behaviors including vishing, impersonation, deepfakes.
- +Audio-native analysis catches tone, emotion, and hesitation.
- +Deepfake detection ranked #1 on Hugging Face.
- +Multi-speaker diarization and emotion analysis included.
- +Lower cost per hour for transcription than competitors.
- −Gaming users feel privacy is invaded by constant recording.
- −Partnership with ADL draws criticism as politically motivated.
- −Enterprise pricing may be too high for small businesses.
- −Limited community feedback outside gaming controversy.
- −Overkill for teams needing only basic transcription.
- • Enterprise pricing not public; may require sales call
Viability Score
How likely is Modulate ToxMod to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- Real-time voice risk detection (150+ behaviors)
- Audio-native fraud detection (vishing, impersonation, deepfakes)
- Compliance & policy violation monitoring
- AI agent guardrails for human and AI agents
- Harassment & toxicity detection in voice
- Deepfake detection (#1 on Hugging Face leaderboard)
- PII/PHI redaction from audio and transcripts
- Multi-speaker diarization
- Emotion detection (20+ emotions)
- Deception & stress cue detection
- Velma Triage for risk prioritization
- Velma Triage Mini (lower-cost model)
- AI music & singing detection
- Language detection (57 languages)
- Accent identification (20+ accents)
About Modulate ToxMod
Modulate ToxMod is an audio-native voice AI platform that analyzes conversations in real time to detect fraud, compliance violations, harassment, and deepfakes. Designed for enterprises in contact centers, gaming, financial services, and trust & safety teams, it uses Velma — a suite of over 100 specialized models that capture tone, emotion, hesitation, stress, and speaker dynamics — going far beyond transcription-based tools. Unlike legacy NLP-only tools, ToxMod's audio-first approach catches what words miss, making it a critical layer for high-stakes voice interactions. Key features include detection of 150+ behaviors (vishing, impersonation, AI agent manipulation), deepfake detection (ranked #1 on Hugging Face), PII/PHI redaction, multi-speaker diarization, emotion analysis across 20+ emotions, and AI music detection. The platform offers out-of-the-box monitoring and alerts via the Modulate Platform, while the Velma API lets developers build custom solutions. Modulate also offers a free tier with credits to get started. Compared to competitors like Deepgram and AssemblyAI, ToxMod provides deeper voice signal analysis (emotion, deception, prosody) at a lower cost per hour for transcription and includes free diarization and emotion detection. However, it is enterprise-priced for full platform access and may be overkill teams needing only basic transcription.
Behind the Verdict
Modulate ToxMod is the most advanced voice intelligence platform we've seen for detecting behavioral risks that text-only tools miss. Its Velma architecture processes over 100 acoustic signals — prosody, emotion, speaker dynamics — to catch deepfakes, vishing, and AI agent manipulation that would slip through transcription-based filters. We'd reach for this when the cost of a missed fraud call or harassment incident outweighs the per-hour price of deep analysis. In practice, the free tier (1,000 credits) gives you enough to trial real conversations, and the API pricing undercuts Deepgram on transcription while bundling free diarization and emotion detection. Where it bites: the platform's enterprise tier is sales-quoted, not self-serve, so small teams may face sticker shock. Also, ToxMod is purely voice-focused — if your workflow includes SMS or chat moderation, you'll need another tool. Compared to AssemblyAI (which offers sentiment but not emotion), ToxMod's acoustic depth is the clear winner for trust & safety teams needing real-time detection of harassment or fraud. For basic speech-to-text at scale, Deepgram's Nova may be simpler. Bottom line: buy for the behavioral detection, not the transcription. If you need a lightweight STT API at lower cost, look elsewhere. But for any high-stakes voice channel — contact center, gaming, fintech — ToxMod is the best option we've evaluated.
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Real-world workflow fit
Concrete scenarios for the personas Modulate ToxMod actually fits — and what changes day-one when you adopt it.
You need to enforce community guidelines in real-time voice chat during multiplayer matches.
Outcome: ToxMod alerts you instantly when a player uses hate speech or harassment; you can mute or ban before escalation.
You suspect callers are using deepfake voices to impersonate clients during verification.
Outcome: ToxMod flags synthetic audio with 93% confidence, allowing you to reject the call and block fraud.
Use Cases
- Moderate toxic behavior in multiplayer voice chat in real time
- Detect and escalate hate speech or harassment during live gameplay
- Enforce community guidelines with custom voice policy rules
- Review recorded voice sessions post-match for manual moderation
- Protect contact center agents from abusive callers with live alerts
- Identify fraud and impersonation in financial services voice calls
Models Under the Hood
as of 2026-07-14
Limitations
- ToxMod's real-time capabilities depend on a stable internet connection with low latency; offline use is not supported.
- The API pricing per audio hour can become expensive at very high volumes without a custom enterprise plan.
- Currently, support for non-English languages may be limited, as evidence emphasizes English-language use cases.
- Integration requires development work—there's no plug-and-play UI for non-technical teams.
as of 2026-06-24
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Modulate ToxMod tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0
Ideal for
Developers exploring voice AI with 400 hours transcription and 1000 credits for deepfake detection and Velma Understanding.
What this tier adds
Free tier offers limited credits; entry point for evaluation.
Velma Conversation Understanding (Batch/Streaming)
$1.25/hr
Transcription (Batch)
$0.03/hr
Ideal for
Cost-sensitive users needing accurate multilingual transcription at scale.
What this tier adds
Starting tier for transcription at $0.03/hr with free diarization and emotion detection.
Transcription (Streaming)
$0.06/hr
Ideal for
Real-time applications like live captions or agent assist with low latency.
What this tier adds
Higher per-hour cost ($0.06/hr) for streaming, includes free diarization and emotion detection.
English Fast Transcription (Batch)
$0.025/hr
PII/PHI Redaction (Batch)
$0.05/hr
Ideal for
Compliance teams redacting sensitive data from recorded conversations.
What this tier adds
Adds PII/PHI redaction to transcription at $0.05/hr including redacted audio file.
PII/PHI Redaction (Streaming)
$0.08/hr
Ideal for
Real-time compliance in live calls requiring immediate redaction.
What this tier adds
Streaming redaction at $0.08/hr for low-latency use cases.
Deepfake Detection (Batch/Streaming)
$0.25/hr
Ideal for
Security teams needing continuous deepfake monitoring of voice interactions.
What this tier adds
Batch/streaming at $0.25/hr with segment-based scoring every 4 seconds.
Where the pricing makes sense
The company stage and team size where Modulate ToxMod's pricing actually pencils out — and where peers do it cheaper.
ToxMod’s pricing is competitive for enterprise-grade voice AI: batch transcription at $0.03/hr undercuts Deepgram ($0.31/hr) and AssemblyAI ($0.21/hr). The Velma Conversation Understanding model at $1.25/hr is fit for mid-to-large teams with high-risk voice interactions.
Setup time & first value
How long it actually takes to get something useful out of Modulate ToxMod — broken out by persona, not the marketing-page minute.
Developers can integrate the Velma API in a few hours via REST endpoints. Non-technical teams using the Modulate Platform can start monitoring with minimal configuration, though full custom event detection may take a few days to tune.
Resources & Guides
Official links
Tools that pair well with Modulate ToxMod
Common stack mates teams adopt alongside Modulate ToxMod, with the specific reason each pairing earns its keep.
Alternatives to Modulate ToxMod
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