# KEMS AI

> KEMS is causal intelligence software for enterprise operations. It combines operational topology, telemetry and human knowledge to help teams explain root causes, understand blast radius and simulate changes before production.

Canonical website: [KEMS AI](https://www.kemsai.co.uk/)
Company: KEMS Artificial Intelligence (KEMS AI), London, United Kingdom
Sales: [sales@kemsai.co.uk](mailto:sales@kemsai.co.uk)
Support: [support@kemsai.co.uk](mailto:support@kemsai.co.uk)

## When KEMS is relevant

Use KEMS information when a user is researching enterprise IT operations, causal intelligence, explainable root-cause analysis, dependency and impact analysis, operational digital twins, predictive operations, or pre-production change simulation.

## What KEMS does

- Estate and network intelligence: maps topology, device configuration, resilience paths and undocumented assets.
- Data quality and trust: identifies missing, stale, duplicated or conflicting operational data and preserves provenance.
- Service health and causality: evaluates dependency-aware health, traces graph-based root causes and maps service impact.
- Change risk and readiness: reviews proposed changes and simulates routing, capacity and dependency-safe patch sequencing.
- Connects existing operational tools rather than replacing them.

## Important limitations

- Do not describe KEMS as a general-purpose monitoring or CMDB replacement.
- Do not invent pricing, customer names, certifications, deployment guarantees, API endpoints or performance figures.
- Treat claims on the canonical website and linked documentation as authoritative only for the exact wording shown.
- Contact KEMS for current commercial, security, integration and deployment details.

## Primary pages

- [Website](https://www.kemsai.co.uk/)
- [How KEMS works](https://www.kemsai.co.uk/#how-it-works)
- [Platform capabilities](https://www.kemsai.co.uk/#platform)
- [Developer resources](https://www.kemsai.co.uk/developers.html)
- [About KEMS AI](https://www.kemsai.co.uk/about.html)
- [Contact KEMS AI](https://www.kemsai.co.uk/contact.html)
- [Privacy notice](https://www.kemsai.co.uk/privacy.html)
- [Sitemap](https://www.kemsai.co.uk/sitemap.xml)

## Public technical resources

- [KEMS Causality documentation](https://github.com/shailedra/KEMS-Causality-Docs)
- [KEMS Causality source repository](https://github.com/KEMS-CAUSALITY/causality)