AI Cybersecurity — India First

Every way AI attacks your business.

Kapricot is the defence layer for the AI threat era. From fake evidence to prompt injection, synthetic identities to poisoned models — one platform that covers every modality AI is being weaponised through.

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$534B
Global fraud losses · past year
1,210%
AI fraud surge in 2025
7
Attack modalities we defend
India
First market · Global vision
Image Generation
Prompt Injection
Voice Cloning
Synthetic Identity
Model Poisoning
Agentic Fraud
Deepfake Video
RAG Poisoning
Document Forgery
KYC Bypass
Image Generation
Prompt Injection
Voice Cloning
Synthetic Identity
Model Poisoning
Agentic Fraud
Deepfake Video
RAG Poisoning
Document Forgery
KYC Bypass

The photograph is no longer proof. The voice is no longer authentic. The document is no longer real. Every system built on evidence being trustworthy is now structurally vulnerable.

Threat Landscape

7 ways AI is being weaponised

$534B
lost to fraud globally · past year
01
Generation
Fake Artefacts
AI creates images, video, audio, documents, identities from scratch. Fake damage photos, synthetic KYC, AI-written malware. Wave 1 — where most platforms stop.
02
Injection
Hidden Commands
Instructions hidden in PDFs, emails, images that AI processes. The victim asks "summarise this." The payload runs silently. OWASP's #1 LLM vulnerability.
03
Impersonation
Synthetic Identity
Real-time deepfakes, voice clones, writing mimicry. Indistinguishable from your CEO or your bank. Arup lost $25M in one deepfake video meeting.
04
Poisoning
Model Corruption
Corrupt what AI learns at the source. Training backdoors, RAG manipulation, open-source model supply chain attacks — invisible until triggered.
05
Automation
Machine Scale
Human-level attacks across millions of targets simultaneously. 10,000 personalised phishing emails per minute. 50K-account coordinated fraud rings.
06
Inference
Secret Extraction
Extract private data or decision rules from AI without breaking in. Adversarial probing maps your fraud model's boundary. Your API becomes the oracle.
07
Physical World
Real World Escape
AI attacks escaping into physical reality. Adversarial stickers fool road signs. 3D-printed faces defeat biometric gates. Infrastructure AI takeover.
Industries

One platform. Every industry.

The same engine that catches a fake return photo on Flipkart catches a deepfake claim at HDFC Ergo and a synthetic KYC selfie at Razorpay. One API. Every surface area.

↗
$138B
ecommerce fraud / yr
E-Commerce & Retail
Refund abuse, fake damage photos, COD manipulation, empty box fraud.
Refund fraudCOD abuseFake returns
↗
$200B+
banking & fintech / yr
Banking & Fintech
Synthetic identities, AI-generated KYC docs, ATO at scale. UPI fraud: ₹1,457Cr in FY2024.
KYC bypassSynthetic IDsATO
↗
$45B
insurance fraud / yr
Insurance
AI crash photos, fake injury videos, deepfake witnesses. Allianz: 300% rise in AI evidence.
Fake claimsDeepfakes
↗
$170B
healthcare fraud / yr
Healthcare
AI injury footage, fake certificates, fabricated diagnostics. 2025 US takedown: $14.6B.
Fake certsBilling fraud
↗
↑ 400%
AI-fabricated legal evidence
Legal & Compliance
Deepfake court evidence, AI-forged contracts, synthetic audio recordings.
Evidence authDoc forensics
↗
Explosive
gig & delivery growth
Gig & Delivery
Fake delivery proofs, AI-manipulated rental photos, food quality scams.
Delivery fraudRental damage
Detection Engine

How Kapricot thinks.

Step 01
Forensic layer
Pixel-level analysis, EXIF anomalies, AI model fingerprints, SynthID watermark detection.
Step 02
Contextual intelligence
Cross-modal consistency. Reverse image search. Metadata vs claim narrative cross-check.
Step 03
Behavioural scoring
Refund rate, claim timing, device fingerprint, account age — who is filing, not just what.
Step 04
Graph ring detection
Network analysis exposes coordinated fraud rings invisible at the individual account level.
Step 05
Adversarial hardening
Non-deterministic outputs and honeypot signals make reverse-engineering economically impossible.
Kapricot API · 143ms
// POST /v1/analyze · claim_id: KP-88291
pixel_forensics0.94
exif_anomaly0.87
ai_fingerprint"midjourney_v6"
behavioural_risk0.71
ring_connectionfalse
Verdict
REJECT CLAIM
AI-generated evidence detected
91
Midjourney v6 fingerprint confirmed
EXIF stripped — editing software trace
3 claims in 14 days on this account
Action: reject + flag_
India
India First

The world's largest fraud frontier.

India is at the steepest part of the AI fraud curve. 16.4% YoY fraud growth in APAC — highest globally. The world's highest COD volume. Fraud rings coordinating at scale. An attack surface no global tool is built for.

01
COD & empty box fraud
50%+ of Indian orders are COD. Impossible to investigate at scale without AI forensics.
02
UPI & payment interception
₹1,457Cr lost in FY2024. AI vishing in Hindi, Tamil, Telugu — languages Western tools don't model.
03
WhatsApp fraud rings
Thousands of accounts coordinating abuse. Clean individually. Only visible at the graph level.
16.4%
YoY fraud growth · APAC highest globally
₹1,457Cr
UPI fraud losses · FY2024
50%+
Indian orders are COD · uninvestigatable at scale
$534B
Global fraud · India top 3 most targeted
Why Kapricot

Not a tool. Infrastructure.

01 — Integration
API-first
One POST request. Risk score, evidence verdict, recommended action. Live in hours, not months.
02 — Security
Adversarially hardened
Non-deterministic outputs and honeypot signals make reverse-engineering our decision boundary economically impossible.
03 — Coverage
Every modality
Images today. Voice, injection, poisoning tomorrow. One vendor as the attack surface expands.
04 — Context
Built for India
COD signals. UPI patterns. Regional language phishing. WhatsApp ring graphs. No Western tool has this.
Roadmap

Image detection to full-stack AI security.

Each phase compounds on the last. By Phase 3 — all 7 modalities, one API call.
Active — Phase 0
Image & Document Forensics
AI image detection
Document authenticity
EXIF & metadata analysis
Refund verdict engine
MVP → Flipkart Pilot
Q3 2025 — Phase 1
Behavioural Intelligence
Customer risk scoring
COD fraud signals
Graph ring detection
Insurance claim API
Expand → Insurance
Q1 2026 — Phase 2
Identity & Voice Layer
KYC deepfake detection
Voice clone ID
Synthetic identity scoring
Banking APIs
Expand → Banks & KYC
2026 — Phase 3
Full AI Security Platform
Prompt injection detection
Model poisoning monitor
Agentic fraud prevention
Global expansion
Platform → Global
Early Access

Ready to
defend
all 7?

First design partners in India. No commitments. No pricing pressure. Just an honest conversation about your fraud problem.

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