Your infrastructure. Your data. Your agents.

Gemma 4 on your hardware. 256K context. Document understanding. Tool use. An autonomous agent team that never phones home — running on a Mac Studio under your desk.

Why on-prem matters

Open models have caught up. Gemma 4 runs locally on a Mac Studio, handles 256K-token context windows, reads documents and images, and calls tools autonomously — all under Apache 2.0 with zero license restrictions. The only thing standing between your organization and frontier-class AI is the decision to keep your data on your own hardware.

Zero data egress.

Every model call stays on your network. Nothing is sent to external APIs, cloud endpoints, or third-party services. Full air-gap capability.

Frontier quality, zero API spend.

Gemma 4’s 26B model matches cloud APIs on reasoning, coding, and document understanding — while running on hardware you already own. No metering. No usage-based billing. No vendor with access to your prompts.

Full audit trail.

Every agent action logged locally. Your compliance team can inspect, export, and archive on your schedule with your tools.

Built for regulated environments

Private is designed for organizations where data residency, compliance, and operational sovereignty aren’t negotiable.

Healthcare.

Patient scheduling, clinical note prep, referral coordination, insurance follow-up — all running on HIPAA-compliant infrastructure you already control.

Legal.

Document review, case timeline assembly, client intake, billing coordination. Agents that work with privileged information without it ever leaving your systems.

Financial services.

Trade reconciliation, compliance reporting, client communications, KYC workflows. Deployed within your existing security perimeter.

Government & defense.

Briefing prep, correspondence management, procurement tracking, scheduling. Air-gapped by design, not by workaround.

What you get

Mac Studio deployment.

Apple Silicon runs Gemma 4’s 26B model at full speed with 256K context. We size the configuration to your workload — from a single Mac Mini for lightweight deployments to Mac Studio Ultra for heavy multi-agent orchestration.

Gemma 4, configured for your workflows.

Google’s Gemma 4 is Apache 2.0 licensed — no usage caps, no MAU limits, no risk of license changes. We deploy the right variant for your needs: the 26B for maximum capability, or the E4B for speed-sensitive workflows. Multimodal out of the box — text, images, and documents.

Agent team configuration.

Purpose-built agents for your workflows, connected to your internal tools. Same orchestration as our cloud product, running entirely on your metal.

Admin dashboard.

Self-hosted dashboard for monitoring, task assignment, and agent management. Full visibility into what every agent is doing.

Training & handoff.

Your team learns to manage, tune, and extend the system. Documentation, runbooks, and direct access to our engineering team during setup.

Ongoing support options.

Retained support for model updates, workflow changes, and optimization. When Google ships Gemma 5, we handle the upgrade. Or run it entirely yourself — it’s your infrastructure.

The economics of ownership

Own the infrastructure. Eliminate recurring API costs. Scale without metering.

Cloud API costs

A single Mac Studio costs less than six months of enterprise API spend at volume. After that, every inference is free.

Hiring equivalent

The workflows Private handles would require multiple full-time hires. An agent team costs a fraction of one salary and runs around the clock.

Compliance cost

Apache 2.0 means no vendor risk assessments, no MAU limits, no acceptable use policies to audit. Your legal team reviews the license once.

Setup

Custom

  • Hardware sizing and procurement guidance
  • Local model selection and deployment
  • Agent team configuration for your workflows
  • Tool integrations (internal systems, databases, calendars)
  • Admin dashboard installation
  • Team training and documentation

Ongoing support

Custom

  • Model updates and optimization
  • New workflow configuration
  • Performance monitoring and tuning
  • Priority engineering support

Questions about Private

Your data deserves to stay yours.

Tell us about your environment and compliance requirements. We’ll scope what a private deployment looks like.