Sense scores every request at the edge on behaviour, browser fingerprinting, network and intent — credential stuffing, card testing, scraping and checkout bots are stopped before they cost you, and real customers never see a CAPTCHA.
Fingerprints alone are a rented answer — attackers buy real browsers, real IPs and real cookies. Sense combines what the client is with how it behaves and what it is trying to do, so a bot that looks perfect still fails on intent.
Automation now ships with real Chrome, residential IPs and warmed cookies, so single-signal defences fold. Sense reasons across families — expensive bots still fail on behaviour.
A scraper on your catalogue and a stuffing run on your login deserve different answers. Sense returns a score and reason codes; you set each route's action from the dashboard.
Sense does not start from a list of known attacks — it builds a profile of how the session moves, types, waits and navigates, then places it against the profiles it already knows. Five recur across Indian commerce, lending and BFSI traffic.
The Authentication Mechanisms for Digital Payment Transactions Directions, 2025 keep two factors as the floor and, from 1 April 2026, let issuers add risk-based checks on top, sized to the fraud risk of the transaction in front of them. Net banking journeys carry that risk before the payment does — at login, at payee addition, at reset. Sense supplies the session-level judgement those checks need.
Two weeks of shadow-mode scoring on your real traffic, with the reason codes behind every verdict.