AI accelerates everything. Foresight makes it resilient.
Gremlin's Foresight AI scans and tests your systems for potential failures, fixes them, and verifies resilience. Let AI accelerate your development, not your incident count.
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Every tool in your stack looks backward.
Your team isn't waiting for incidents—but your tools are. And with AI shipping changes faster than anyone can validate, the gap between what's deployed and what's proven keeps growing.
Observability: tells you what's already breaking
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. But it still assumes the incident happens and can't verify the fix will hold.
Foresight AI: fixes weaknesses before they impact customers
Foresight AI continuously builds resilience by scanning and testing your systems, surfacing risks and remediations, and proving your fixes hold with repeated testing as everything changes. Most potential failures are caught before they become incidents.
See it. Fix it. Prove it.
A continuous loop that builds measurable resilience.
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 world model 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 world model 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.
Works the way you do
MCP Server
API
Chat Interface
LLM Skills
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 is rolling out to a limited group of teams. Join the waitlist to get early access and help shape reliability in the AI era.
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