Mirror
Mirror
AI phishing and deepfake drills in India's own languages.
Mirror generates convincing phishing, vishing, and deepfake-audio simulations trained on Hindi, Marathi, Tamil, and Telugu conversational patterns — so Indian workforces get drilled in the languages attackers actually target them in, not translated English templates.
The Mirror workflow.
Org profile ingest
Mirror ingests your org chart, internal memes, communication style — context so simulations feel authentic, not generic.
Lure generation
AI synthesizes phish + vish + SMS + deepfake-audio lures in selected regional languages. Invoice scams in Marathi. HR threats in Tamil. CFO impersonations in Hindi.
Adaptive difficulty
Easy lures for baseline; harder lures (deepfake voice, context-aware narratives) for repeat-trained users. No wasted training cycles.
AI detection teaching
Failed employees get a sidebar: here's what signals you missed, in your own language — pronunciation anomalies, regional-script homoglyphs, urgency patterns.
What Mirror does.
Regional Languages
Hindi, Marathi, Tamil, Telugu out-of-box; Kannada, Malayalam, Bengali, Gujarati in phase 2. Native speakers validated output.
Deepfake Vishing
AI-synthesized voice calls mimicking executives. Employees trained to spot prosody, breathing, regional accent drift.
Devanagari Homoglyphs
Finds + trains on Devanagari + Latin homoglyph attacks specific to Indian brand impersonation (e.g. Paytm, UPI, SBI clones).
UPI Scam Templates
Pre-built UPI-fraud, fake-QR, gifting-scam, OTP-forward templates — the exact patterns attacking Indian consumers today.
Manager Dashboard
Departmental risk heatmap — which teams fail which lure types in which languages. Drill-down per person, per campaign.
DPDP-compliant
PII used for simulations is consent-gated, region-locked, auto-purged. No training data leaves Indian data center.
The innovation behind Mirror.
Regional-language first
Every international phishing vendor defaults to English + machine-translation. Mirror is trained on native Indian conversational data — the lures feel right, so the drill trains the right instincts.
Deepfake-native training
Voice + video deepfakes are the fastest-growing threat vector in India (CFO frauds, KYC scams). Mirror trains workforce for them now — most vendors are still on email-only.
Sovereign AI pipeline
Voice cloning + text generation models are fine-tuned on Indian data and hosted in Indian data centers. No PII exfiltration to foreign LLMs.
Built for these teams & sectors.
Works with your stack.
What changes for your team.
Workforces get drilled in the languages they actually communicate in — not translated English templates.
Trains teams on the fastest-growing attack vector: synthesized exec calls, cloned voices, deepfake KYC.
Department-level risk scoring — you see which teams fall for which lure types, and fix training gaps with precision.
Consent-gated PII, region-locked processing, auto-purged after simulation. No data leaves your chosen zone.
The rest of the platform.
Train your team in the languages attackers actually use.
See how Mirror runs regional-language phishing + deepfake drills — and why DPDP + Indian fraud patterns demand India-built tooling.