Kairal’s IIE processes every request in real time, combining server-side and client-side signals into a unified trust score — at edge speed, with zero friction for real users.
The IIE collects 100+ passive signals per session, runs them through a dual-engine model, and returns a 0–100 trust score in under 25 milliseconds — for every request, every page, every flow.
Three steps from snippet to silent mitigation. No SDK, no WAF, no DNS changes.
A lightweight JavaScript snippet on your page plus a worker on your edge or server. No downtime, no complex integration.
Done before your next meeting.
The engine silently analyses every session — device signals, behaviour patterns, network fingerprints — building a real-time trust score for every visitor.
Starts in Learning Mode.
Suspicious sessions receive invisible challenges. Verified humans never notice a thing. Full forensics dashboard with every event explained.
Full Protection after Learning Mode.
No single signal is enough. Kairal combines passive signals across behaviour, identity, and technical layers — anonymised at the edge, never stored as PII.
Mouse movement, scroll velocity, keystroke cadence, and interaction timing — patterns no script reliably fakes.
Device fingerprint, browser stack, language, geo, and origin — persistent across IP rotations, VPNs, and evasion attempts.
GPU mismatches, canvas rendering, WebGL fingerprints, TLS signatures — the artefacts emulators and headless browsers leave behind.
Request frequency, checkout-attempt rate, failed-auth count, account-creation bursts — scored across session and IP cohorts.
Known attack signatures, scripted flows, abuse patterns, and credential-stuffing markers detected before they hit the application.
Continuity of identity, device, and behaviour across the full session — not just a single request. Detects mid-session takeovers.
Heuristics for speed, ML for depth — running in parallel, weighted into a single 0–100 score per session. Continuously refined as the session unfolds.
Machine-learning model trained on human vs. bot patterns across 100M+ sessions. Catches novel attack patterns and agentic AI before signatures exist.
Rule-based detection of known attack patterns at line-rate. Catches what the ML hasn't seen yet, and runs as the first cheap filter on every request.
Kairal applies the least-invasive action the risk justifies. The Adaptive Challenge Ladder scales with the trust score — invisible to real users at every level.
High-confidence bot or fraud. The session is sent to a strong invisible challenge it cannot pass — the request never reaches your origin in a useful state.
Score ≥ 85Ambiguous session — invisible frictionless challenge. No CAPTCHA. Real users pass without knowing.
Score 50–84Clean human session — passes through untouched. Real customers never experience any intervention.
Score < 50One deployment. Pre-login through post-purchase. Updated automatically as new patterns emerge — no manual rule tuning required.
Flexible integration that fits the stack you already run. No rip-and-replace, no vendor lock-in.
Sit in front of the CDN, before traffic reaches origin. Ideal for high-volume sites.
Deploy directly at the web server. For environments where edge compute isn't available.
Every mitigated session, every trust score, every challenge — visible, explainable, and actionable from day one.
Live threat volume, risk score distribution, mitigated sessions, and traffic source breakdown as it happens.
Click into any session — see device fingerprint, every signal that triggered detection, and the challenge outcome.
Adjust challenge thresholds, manage allowlists, fine-tune rules — directly from the dashboard, no engineering needed.
Designed in Italy for European businesses. Data stays in the EU. Audit trail included. Ready for the regulations US-centric vendors aren’t.
PII never leaves the edge. Anonymised signals only.
Security controls and incident reporting aligned with the directive.
Operational resilience controls for regulated financial services.
Carding, ATO, and payment-fraud coverage out of the box.
20-minute call. We map your threat surface together — no pitch. Pilot starts with under 2 hours of integration. Results within days.