KERNEL
Browser infrastructure for AI agents and web automations with anti-bot detection and autoscaling.
Recommended for
- Solo / Indie
- Idea-Stage
- Pre-Seed
- Seed
- Series A
- Scaleup
- Late-Stage
SSIE
Stage Fit Recommendations
Following data shows why KERNEL is recommended for listed teams. The Fit Score represents the percentage fit of KERNEL to each company stages, as calculated by the SSIE.
Stage
Fit Score
Fit Reasons
Solo / Indie
$0–$2,000 MRR
88- GDPR - baseline compliance certification
- Free plan available (enterprise), no purchase required to start
Idea-Stage
$0
89- Provides sandboxed Chromium browsers for web agents
- Solves CAPTCHAs and manages proxies to reduce blocks
Pre-Seed
$0–$10k MRR
92- Automates authentication for agents via managed auth
- Includes GPU acceleration for memory-intensive websites
Seed
$10k–$100k MRR
96- Provides browser telemetry API for autonomous error debugging
- Open-source codebase, independently reviewable
Series A
$100k–$500k MRR
92- Single sign-on with SAML and directory provisioning
- Multi-factor authentication
- HIPAA - regulated-industry certification
- PCI DSS - regulated-industry certification
- Supports headless and headful browser session types
Scaleup
$500k–$2M+ MRR
89- Published uptime SLA and incident response commitments
- Maintains browser state between sessions using profiles
Late-Stage
$2M+ MRR
86- SOC 2 Type II - core enterprise certification
- Pre-configures browser pools for latency-sensitive workloads

Description
KERNEL provides browser infrastructure for AI agents and web automations. It offers anti-bot detection, reusable sessions, fast spin-up times, and autoscaling browsers. The platform supports GPU acceleration, stealth mode with captcha solving, and managed authentication. It includes browser telemetry and session replays for debugging. KERNEL is used by teams in healthcare, e-commerce, and QA, with benchmarks showing higher performance than competitors. The service is available in free and paid tiers with varying features and concurrency limits.
Pricing
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Reviewed by a human. SSIE Fit Scoring.
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