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You can see what's breaking. You can't see what's about to.
AI is shipping changes faster than anyone can test them, and each one can introduce a new weak spot. Monitoring and incident tools are built to catch failures once they appear.
Observability: shows what's already happened
Logs, traces, and metrics are backward-looking and can't surface sudden failures before impact. You see damage after customers feel it.
AI SRE tools: help you recover faster
Automated triage and response can cut recovery time. They step in once an incident is underway, and they don't test whether a fix will hold.
Foresight AI: fixes weaknesses before they impact customers
Foresight AI continuously builds resilience by analyzing and testing your systems against how real systems fail, drawing on the Failure Atlas. It surfaces risks and remediations, then proves your fixes hold with repeated testing as everything changes. Most potential failures are caught before they become incidents.
Find it. Fix it. Prove it.
An agentic resilience loop that builds measurable reliability.
Know where you'll fail
Detect and test potential risks to pinpoint where a system will fail and which risks should be prioritized before any incident occurs.
Resolve the risks
Turn each finding into specific, guided remediation so teams resolve the right risks quickly and correctly.
Confirm resilience holds
Confirm that fixes hold as systems change with safe, controlled resilience testing. Measure your resilience posture over time, replacing hope with evidence.
An agentic resilience team and the system that powers it.
Reliability used to feel like homework. Now Foresight AI does the work for you. It's grounded in the Failure Atlas, Gremlin's proprietary record of how real systems fail, and it works with the tools you already use.
Your agentic resilience team
Resilience Engineering Agents
Supervised agents that find, fix, and verify risks, closing the loop without pulling engineers off their work.
Program Management Agents
Supervised agents that run your reliability program, so risks get handled and leadership stays informed.
The engine they run on
Failure Atlas
Gremlin's proprietary record of how real systems fail: a labeled record of cause and effect, built from millions of observed failures and remediations in production systems at the world's largest enterprises. It grounds every prediction and fix, targeting the failure modes behind most outages first. Every result drives the feedback loop, so the guidance gets sharper the more you use it.
Application Analysis
Maps services, recommends tests, and prioritizes actions to improve reliability.
Resilience Testing
Safe, secure testing for virtually any app, infra, or dependency, no matter where it lives.
Experiment Analysis
Turns test results into clear pass/fail with the likely cause, so you go straight to the fix.
Recommended Remediation
Delivers the fix, not just advice: concrete config patches and IaC diffs that fit your GitOps flow.
Closed-Loop Verification
Re-runs the test to prove the risk is gone, then keeps watching to prevent regressions.
LLM Inference
Foresight's agents use LLMs to reason, plan, and explain their work. Your system data is never used to train models.
Enterprise-ready by design
Trusted where downtime isn't an option.
Foresight AI is built on Gremlin, the enterprise reliability management and resilience testing platform the world's most demanding companies already run on.
Proven at the largest enterprises
Relied on across finance, SaaS, retail, and media, including four of the five largest U.S. banks.
We run Gremlin on Gremlin
We maintain 99.999% availability on our own platform using the very same product.
100% focused on reliability
Not a side feature of a bigger suite. Every hire, line of code, and roadmap decision goes to making you more resilient.
Expertise, built in
Founded on resilience work pioneered at Amazon and Netflix, refined through deep partnerships with the world's most reliable companies.
Resilience you can measure.
Results from the Gremlin Reliability Management Platform, the proven foundation Foresight AI is built on.
Reduction in downtime
Major US insurer
Reduction in DR testing time
Top 5 global bank
Critical failure modes found
Top 5 US bank, 100M customers
Availability achieved
On new platform migration
Build resilience across everything you ship and run, at the speed of AI.
Gremlin's Foresight AI analyzes and tests your systems for potential failures, delivers the fix, and proves it holds. Let AI accelerate your development, not your incident count.