Ask FM

Where does Future @I LLC run?

Private AI can mean different things depending on size, sensitivity, and workload. Future @I LLC recommends based on your actual needs.

Four Deployment Archetypes

Future @I LLC does not force everyone into one expensive architecture.

WORKSTATION

USER
↓
WORKSTATION
↓
LOCAL MODEL + LOCAL INDEX
↓
RESULTS

Use Cases

  • Individual professional
  • Small firm
  • Private research
  • One-person document analysis
  • Local testing

Simple, private, and customer-owned.

PRIVATE SERVER

EMPLOYEES
↓
PRIVATE LAN
↓
FM SERVER
↓
LOCAL MODELS / INDEXES

Use Cases

  • Small or medium team
  • Shared document intelligence
  • Internal assistant
  • LAN access
  • Role-based permissions

Team collaboration on a controlled network.

DEDICATED INFRASTRUCTURE

USERS
↓
API / PORTAL
↓
MODEL POOL
↓
RETRIEVAL / DATA
↓
AUDIT / PERMISSIONS

Use Cases

  • High concurrency
  • Multiple departments
  • Stronger isolation
  • Larger models
  • Multiple workflows
  • Scheduled jobs

Scale without losing control.

Not required for every customer.

AIR-GAPPED

SECURE ENVIRONMENT
↓
× INTERNET
↓
FM LOCAL SYSTEM

Use Cases

  • Highly controlled environments
  • No external network access
  • Sensitive documents
  • Offline operation

No internet, no compromise.

Air-gapped systems require a planned process for updates, model packages, logs, and support.

Deployment Planning

Future @I LLC can recommend a deployment based on your requirements. Ask FM will explore these questions:

Ask FM Deployment Planner
How many users?
How many concurrent users?
How many documents?
What file types?
What model size?
Does internet access exist?
Any compliance/security constraints?
Do you already own hardware?

Based on your answers, Ask FM will provide:

  • Recommended deployment architecture
  • Expected constraints and trade-offs
  • Hardware specifications (if applicable)
  • Network requirements
  • Next steps and technical questions

This is an Ask FM conversation, not a real form. The planner adapts to your specific answers.

Customer-Owned Hardware

Future @I LLC supports multiple hardware ownership models:

Customer-Provided Machine

Bring your existing hardware and install FM on it.

FM-Recommended Spec

Ask FM recommends hardware that fits your workload. You procure and operate it.

Server Deployment

Deploy FM to a server in your data center or on your preferred cloud infrastructure.

Hardware is quoted separately — it is not assumed to be included in a FM license.

Updates and Maintenance

Even private deployments need robust update mechanisms:

PLANNED

Signed Updates

All FM releases will be cryptographically signed and verified before deployment.

PLANNED

Model Manifests

Know exactly which models, versions, and checksums are deployed.

PLANNED

Version History

Full audit trail of FM versions and when they were deployed.

PLANNED

Rollback Path

Roll back to the previous version safely if needed.

PLANNED

Offline Update Procedure

For air-gapped systems, FM updates can be delivered offline and installed securely.

Air-gap does not mean "never maintain the system." You stay secure AND current.

Ready to Plan Your Deployment?

Plan My DeploymentAsk FM About Deployment