Kairal

HUMAN Sightline Cyberfraud Defense is a fraud prevention and traffic governance platform designed to distinguish legitimate humans, bots, AI agents, and malicious activity across web, mobile, and API environments. The platform analyzes behavior across entire sessions and authentication stages rather than relying only on isolated requests or individual checkpoints. It is designed to detect and mitigate threats such as account takeover, fake accounts, scraping, compromised accounts, transaction abuse, and data contamination. Layered AI models continuously learn from detection and mitigation events to adapt to changing attacker techniques and traffic patterns. Security teams can use investigation and reporting capabilities to examine threat networks, understand attacker tactics, and respond more quickly to suspicious activity.

BotBye detects and blocks bots, fraud, and phishing. It protects websites, apps, and APIs with adaptive risk scoring that evaluates every request in real time. Every request is protected with a one-time token generated client-side and verified via API. The response includes a verdict (Allow, Challenge, or Block) with risk scores, triggered signals, and enrichment data. Threat coverage: account takeover, credential stuffing, brute force attacks, fake registrations, data scraping, form spam, API abuse, coupon fraud, and multi-accounting. Core protection works out of the box. Risk scoring, custom rules, and rate limiting let you adapt to any threat specific to your business. BotBye detects phishing sites impersonating your brand, including HTML clones, reverse proxies, and custom-built fakes, and responds with takedowns, counter-attacks, and compromised user flagging. SDKs for 10+ frameworks, free plan with no credit card required. Paid from $10/mo.