One package, four deployment modes
From a developer's laptop to multi-AZ enterprise. USB bundle for offline environments included. Profile upgrades require no data migration.
Install it where you need it. Same package, same logic.
Four deployment modes; capacity scales by profile with a single command, no data migration, no downtime. Air-gapped customers get a single USB bundle: images, configuration and offline license included.
4 deployment modes
On-Prem K8S
POC to production
Kubernetes
Air-Gapped
USB bundle
Offline install
AWS Single-Node
EC2 + k3s
TR Local Zone ready
AWS EKS
EKS + ECS
Multi-AZ HA · TR Local Zone
4 editions
- GenAI Studio
- Playground
- Data Hub
- Automation
- Project Explorer
- Source Control
- Administration
Core platform for small teams
- Everything in Standard
- ML Workshop + Feature Store
- Model Ops (drift, canary, shadow)
- Multi-tenant + more users & workspaces
Multi-tenant teams running ML in production
- Everything in Business
- Observability (logs, traces, metrics)
- Coding Agent
- Governance & Compliance suite
Unlimited scale, full compliance
- All Enterprise modules
- Pooled multi-tenant licensing
- Edition-weighted budget + sub-licenses
For MSPs and distributors
Add-on modules for any edition: Data Engineering, Stream Data, Data Insight, Air-Gapped.
Four-tier authority: no single super-user
Each tier sees and audits only its own scope. If the root account is lost, the runbook offers a three-step recovery path; there is no dead end.
Single account, invariant
Always-on MFA, IP allow-list and sudo TTL enforced. Recovery in three layers: codes, CLI, manual DB. Hardcoded role exclusion from Remember Me.
Operator across tenants
Tenant lifecycle, profile upgrades, GPU quotas, audit access. Sees every tenant's perimeter; cannot cross into one.
Customer-side admin
Manages workspaces, users and licenses. Database-per-tenant isolation enforced; no path into other tenants' data.
Team admin
Projects, RBAC assignment and environment promotions for a single team. Sees only that team's audit trail.
Sovereignty & compliance
Your data stays on-prem, in your air-gapped facility or inside your own AWS account. Howlet never ships telemetry off your perimeter.
See your scenario running in a 30-minute demo: training to serving, RAG to disaster recovery.
Installed on your own infrastructure, licensed by module, scaled by profile. No rip-and-replace.
On-prem · air-gapped · AWS. Your data stays with you, the proof stays in the chain.