Bots and fraud stopped in real time.Your customers never notice.
Kairal identifies the intent behind every interaction and lets real customers through — without them ever noticing.
Preview based on the Kairal console. All data and activity are illustrative.
Understand the intent.Protect the interaction.
See through the disguise.
Recognize automation posing as a customer.
Spot the pattern across visits.
Reveal coordinated abuse that isolated requests can hide.
Different accounts. A familiar device.
Connect repeat activity across visits and accounts.
Understand where activity comes from.
Put network reputation in the context of the interaction.
Recognize the agent. Control its access.
Verify identity and purpose before applying access policies.
More effort for attackers. Less friction for customers.
Invisible challenges increase the cost of sustaining an attack.
Fits into the stack you already use.
Connect Kairal at the edge and add the browser collector.
Browser
Adds context to every interaction.
Connected intelligence
Understands intent.
Edge and server
Assesses requests and applies policy.
- API
AWS
CloudFront
- More on request
See the reason. Know the next step.
Move from suspicious activity to connected evidence and a clear response.
- Inspect activity
- Connect the evidence
- Understand the reasons
- Review the response
Use cases
Account Takeover
Connect suspicious sign-ins with activity across the account.
Card Testing
Recognize repeated payment attempts used to test stolen cards.
Checkout Fraud
Assess the journey behind an order, beyond the final request.
Promo Abuse
Connect repeated attempts to exploit offers and incentives.
Multi-Accounting
Spot related activity across accounts, devices and sessions.
Scraping
Control unwanted collection of your content, prices and catalogue.
AI Agent Abuse
Distinguish useful agents from impersonators and apply access policies.
Research that strengthens your defenses.
Kairal studies attacker behaviour to inform detection.
Understanding how automation and fraud evolve helps reveal the patterns behind attacks.
Built by people who ran the attacks.
Our founders built sneaker bots as teenagers to compete for limited drops on retail sites like those Kairal now protects.
Members of our core team have led offensive security engagements and research involving banks, biometric systems and crypto platforms in Italy, the UK and Brazil. Our engineers bring years of experience in traffic analysis, scraping, network fingerprinting and high-traffic, real-time platforms.
That experience shapes our research. We study the techniques we once used and those replacing them. On request, we apply that perspective to your data, helping you understand attack patterns and prioritise practical improvements to your bot and fraud defenses.
Your traffic analysis
- What we observed
- What it means
- What to improve
Threat Exposure Report
See where your website is exposed.
A clear view of potential exposure, the controls that need attention, and your next steps.
Methodology and detailsThreatExposure
Report