On-premises AI agents deployed inside your organization. No cloud access. No data exposure. No dependency on a vendor's uptime, pricing, or roadmap.
Mechanica Labs deploys custom AI agents on hardware you own
— Mac Studio clusters that live inside your office, your data room,
your control. The agents integrate with every tool your organization
already uses: email, calendar, CRM, internal comms, documents.
Every prompt stays on your hardware. Every inference runs locally.
Nothing leaves the building.
Cloud AI is powerful. It is also a permanent subscription, a data
processing agreement, and a dependency on decisions made in
San Francisco. Mechanica Labs is the alternative for principals
who have decided the infrastructure should be theirs.
A structured session with your team to map the operational layer — which decisions slow down, where information bottlenecks form, what a capable agent would unlock first. We leave with a precise deployment specification.
Hardware is configured, shipped, and installed on-site. Agents are built and trained against your organization's data, integrations are connected, and the system is validated before handoff. Typical window: 48 hours on-site.
Fourteen days of intensive post-launch monitoring. We watch every agent interaction, correct drift, and tune performance before stepping back. Transfer is complete when the system runs without us.
One-time capital expenditure. The hardware is yours. The software is yours. There is no recurring platform fee — only the optional managed care agreement for principals who prefer we stay close.
Dual Mac Studio cluster. Up to three specialized agents. Full integration suite. 14-day hypercare included.
Quad Mac Studio cluster. Up to six agents operating in parallel. For organizations where a single-cluster ceiling would be felt.
Continuous monitoring, model updates, integration maintenance, and a direct line to Mechanica for anything that surfaces. Available to both tiers. Cancel any time.
You do. The Mac Studios are purchased as capital equipment under your organization. Mechanica provisions and configures them; you hold the asset from day one.
Nowhere. All inference runs locally on the Mac Studio cluster. Your prompts, your documents, and your outputs never leave your network. No cloud API is called during normal operation.
Gmail, Google Calendar, Slack, Microsoft Teams, Outlook, Salesforce, HubSpot, Notion, Linear, GitHub, Jira, Dropbox, OneDrive, WhatsApp Business, and SMS. Additional integrations scoped on request.
Typically 48 hours on-site for hardware installation and agent deployment, following a one-week briefing and architecture phase. The full engagement — including hypercare — runs four to six weeks.
No. The deployment is handled entirely by Mechanica. Post-transfer, the system is designed to operate without internal technical oversight. Managed Care is available for principals who prefer we remain responsible for it.
Yes. Primary market is Dubai and GCC. On-site deployments are available globally by arrangement. Remote deployments are available for organizations that can receive hardware independently.