Observed Signal · Jul 7, 2026 · Product Launch · Source: techcrunch · Impact: 2/5 · Sentiment: Neutral
Savi launches app to stop AI-generated imposter scams
Savi Security, founded by brothers Patrick and Ryan Coughlin, raised $7 million in seed funding and launched a consumer app for iOS and Android to detect AI-generated imposter scams across texts, emails, voicemails and phone calls. The round was led by Acrew Capital with participation from Magnify Ventures, TTCER and Resolute Ventures. Savi trained its detection models using data from a free site it launched called Scam Wise, which has processed roughly 50,000 submissions and is growing rapidly. The app’s standout capability is live call monitoring where a user can add Savi as a listener during suspicious calls; the company uses Google’s Gemini via an AI gateway and voice-specialized models. Savi charges $8/month or $63/year for family coverage with no user cap.
Consumer-facing security app and $7M seed round are notable given rising AI-enabled imposter scams, but this is a startup product launch rather than an industry-wide platform or policy change.
Track Splunk Signals & Market Shifts in Real-Time
Polaris7 autonomous intelligence agents track regulatory filings, primary sources, executive changes, and deal flow 24/7. Create your free Explorer workspace to monitor these entities.
Key Takeaways & Evidence Grounding
- Savi Security raised $7 million in seed funding led by Acrew Capital.
- Savi launched a paid consumer app for iPhone and Android that screens texts, voicemails and incoming calls for scams.
- Savi built a free data-collection site, Scam Wise, which has had about 50,000 submissions and is growing by ~10,000 submissions per week.
- Savi’s app offers live call monitoring where users can add Savi’s live agent as a listener during suspicious calls.
- The startup primarily uses Google’s Gemini via an AI gateway and supports voice-detection-specific model options.
Connected Companies & Entities
6 Entities mapped“Patrick worked in national cyber defense, Splunk, and Cisco; and Ryan with consumer products at Apple and Spotify....”
“He was senior vice president of security products at Cisco at the time....”
“The startup is currently mostly using Google’s Gemini, but has built its software on an AI gateway, which allows it to tap other AI models a...”
“Patrick and Ryan Coughlin... Ryan with consumer products at Apple and Spotify....”
“Patrick and Ryan Coughlin... Ryan with consumer products at Apple and Spotify....”
“If you don’t pay us $1,200 right now, we’re going to kill your daughter in the parking lot of the local Walmart,'" he continued....”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
DetectifAI fights deepfake voice scams with on-device AI
After her grandfather was scammed by a deepfake voice, Tarini Padmanabhuni founded DetectifAI, a San Francisco-based startup that develops compact AI models for real-time deepfake voice detection directly on smartphones. The company licenses its SDK to phone manufacturers, aiming to embed detection as a built-in OS feature. DetectifAI currently handles over 100,000 calls per month for financial institutions in India, providing deepfake detection and speaker verification. The startup has raised a small seed round from investors including Josh Constine and Manohar Kamath. It is also set to compete in TechCrunch's Startup Battlefield at Disrupt 2026. The FBI reports Americans lost nearly $900 million to AI-driven scams last year, highlighting the growing need for such technology.
10-Day AI Voice Agent Stops Scam Calls
A developer built 'Suraksha Saathi', an AI voice agent prototype to help families detect and respond to scam calls in 10 days. The agent uses Deepgram for speech recognition, a Google Gemini model for reasoning, Murf AI's Falcon TTS for fast speech output, and LiveKit for real-time connectivity. Features include Hindi support via Devanagari-only output, a consent-based memory to remember callers, a panic button that alerts a human fraud team via Discord, real-time scam tracking dashboard, and mid-call voice-engine handoffs to escalate to an investigator persona. The author published the post on DEV and shared source code on GitHub.
ScamAdviser Showcases Agentic AI Safeguards at Anti-Scam Summit
ScamAdviser, a leading provider of enterprise scam prevention solutions, concluded its participation in the GASA Global Anti-Scam Summit America 2026 in San Francisco. The company highlighted the growing threat of agentic AI, where autonomous agents are targeted by scammers. CEO Aaron Chiou moderated a panel with experts from Google, Gen, AIM Intelligence, and Adyen, discussing how AI agents are becoming primary targets. ScamAdviser presented AgentLooker.ai, a real-time security tool designed to protect AI agents from scams during dynamic web interactions. Additionally, the company's Watchmen product received the GASA Scam Fighter Award for its contributions to global brand impersonation protection. Watchmen uses continuous monitoring, multi-layer filtering, expert rule engines, and LLM-based semantic analysis to detect and remove fraudulent content, achieving a 38% reduction in financial losses from investment scams and reducing detection-to-takedown times from weeks to under 8 hours.
Track Real-Time Market Signals & Shifts
Set up custom watchlists to receive automated, evidence-grounded executive digests whenever material signals or shifts occur across your tracked landscape.