Use cases

For teams doing the work nobody wants to do twice.

FrontBrain AI is built for operational work that crosses tools, systems, teams, and approvals. MSPs, enterprise IT, platform teams, DevOps teams, infrastructure providers, and regulated organisations can use it to run technical workflows with verification and auditability built in.

MSPs

Operate more clients without cloning your senior engineers.

MSPs live inside fragmented client environments: different firewalls, hypervisors, servers, databases, cloud accounts, ticket histories, and documentation habits. FrontBrain AI gives MSPs a controlled execution layer for investigation, reporting, remediation, deployment verification, and client-ready evidence.

Overnight health checks

Run server, database, firewall, and cloud checks across client workspaces and generate structured reports.

Ticket investigation

Inspect logs, check services, test connectivity, identify likely root cause, and produce a clean summary.

Firewall and server audits

Review rules, aliases, exposed services, server configuration, and risky changes.

Deployment verification

Check that client deployments actually work before closing the ticket.

Client reporting

Generate infrastructure summaries, audit evidence, and change records from live system state.

Proxmox & VM workflows

Provision, clone, migrate, resize, and verify VMs with approval gates for destructive steps.

Enterprise IT

Fewer handoffs, better evidence.

Enterprise IT teams are stuck between too many systems, too few people, and too much undocumented change. FrontBrain AI helps execute routine and complex infrastructure work while keeping humans in control.

Linux operations

Inspect logs, manage services, configure Nginx, troubleshoot SSL, check disk usage, deploy apps.

Windows management

Run PowerShell, review events, inspect services, manage AD-related workflows, and avoid unnecessary RDP sessions.

Database health

Run regular health checks, inspect slow queries, validate replication, and document findings.

VM provisioning

Create and configure VMs, attach storage, verify network reachability, and document the build.

Hybrid operations

Operate across cloud and on-prem without jumping between consoles.

Change documentation

Generate change records and incident summaries automatically from what actually happened.

DevOps & software teams

From code change to verified deployment.

FrontBrain AI connects code, servers, browsers, tests, documentation, and deployment workflows into one execution loop.

Build web applications

Create or modify code, run tests, deploy, configure Nginx/SSL, and verify live output.

Fix bugs

Read the codebase, reproduce the issue, apply a targeted fix, test it, and document the result.

Deploy static sites

Use atomic release directories, symlink switching, verification, and rollback where supported.

Generate documentation

Turn code, config, and deployment steps into usable technical documentation.

Run tests and verify

Execute test suites, review exit codes, check regressions, and report evidence.

Git workflows

Create branches, write files, open pull requests, trigger CI/CD, and connect code changes to deployment outcomes.

Infrastructure providers

Repeatable provisioning without manual babysitting.

Hosting and infrastructure teams need repeatable, auditable workflows across VMs, servers, firewalls, networks, storage, and customer environments. FrontBrain AI turns those workflows into controlled execution.

VM workflows

Clone templates, set CPU/RAM/storage, configure networking, attach disks, and verify reachability.

Server provisioning

Connect over SSH, install packages, configure services, set up web servers, and verify stack health.

Fleet health checks

Run checks across many servers and generate structured issue reports.

Hardware management

Use Redfish/BMC integrations for health, sensors, firmware inventory, and power workflows.

Infrastructure documentation

Generate summaries and diagrams from live system state, not memory.

Platform workflows

Build repeatable provisioning and deployment across VMs, cloud, databases, firewalls, and internal systems.

Regulated teams

Autonomy that knows where the line is.

Finance, healthcare, pharma, government, and other regulated teams cannot use AI that acts invisibly. FrontBrain AI is designed for approval-first execution, private deployment, workspace isolation, and audit-ready evidence.

Approval-first changes

High-risk operations require explicit confirmation before execution.

Full audit trail

Every request, connector access, tool call, output, approval, and verification result is logged.

Dedicated deployment

Use hosted, hybrid, private cloud, or self-hosted options depending on data control needs.

Regional control

Support deployment patterns where data residency and sovereignty matter.

Isolated execution

Use Remote Gateway and private deployment models to keep sensitive systems inside the perimeter.

Workspace scoping

Per-tenant credentials, connectors, tool allow-lists, and audit exports.

Talk to us about regulated deployment
Ready?

Put FrontBrain AI on the work you would rather not do again.

Every plan runs verification. Every change leaves evidence. Every risky step waits for a yes.

Less dumb. More done.