Buy AI operations, or build the team to run it

Open-source agents like OpenClaw let one engineer poke at one cluster from a chat window. Production AI operations is a standing team: model evaluation, integration security, runbook ingestion, multi-cluster reach, on-call. Hyground ships that team as a managed platform.

A fair starting point

OpenClaw and similar OSS agents answer "what just broke?" for one engineer at one keyboard. A managed platform answers it across every cluster, around the clock, against ingested runbooks, with a central audit trail. The gap is the team you would otherwise staff.

Why teams choose Hyground

Where Hyground differs

Specialist agents working in parallel

Hyground runs purpose-built agents for logs, metrics, and knowledge that investigate in parallel and converge on one answer. OpenClaw runs one assistant in one chat, suited to a single engineer's session, with no built-in fan-out to other clusters.

Investigates without an engineer present

Hyground subscribes to Alertmanager and starts investigating 24/7 when alerts fire. OpenClaw runs when someone opens a session, so out-of-hours incidents wait for the next shift.

Built-in organisational knowledge

Hyground ingests Confluence, Git, PDFs, and Markdown on a sync schedule and retains prior sessions for reuse. OpenClaw starts each session against the model's training data plus whatever fits in context.

Central audit, SSO, and role-based access

Hyground runs as one shared instance with managed credentials and a central audit log. OpenClaw installs per engineer; investigations and credentials stay on individual machines, with no shared trail for security review.

Decision

When each platform fits

Hyground and a build-it-yourself stack solve the same problem from different ends: a managed platform versus a self-assembled toolchain. The fit depends on how AI operations work falls within your organisation.

Choose Hyground when

You need AI operations for an organisation, not a single operator, and an internal team to track models, integrations, and security is not a role you intend to staff.

Choose

Build it yourself

when

One engineer needs an agent for their own cluster, your team prefers pure OSS at small scale, AI operations is your product, or you already staff a platform team to track model releases, integration safety, and runtime hardening.

See Hyground in action

Book a demo

Try our sandbox

See Hyground in action

Book a demo

Try our sandbox

See Hyground in action

Book a demo

Try our sandbox