How Tokani fits in
your environment.
Tokani is SaaS-first. Every deployment we offer today runs on infrastructure we operate — so your data is protected, onboarding is fast, and every customer gets the same reliability and update cadence.
Hosted SaaS
Available now
Your traffic routes to Tokani's managed infrastructure. Fastest onboarding, zero maintenance, strongest security posture for both sides.
Single-Tenant Cloud
Enterprise
Dedicated isolated instance on Tokani-managed infrastructure. For regulated accounts and customers with strict isolation requirements.
Private VPC / On-Prem
Roadmap · 2027
Available for qualifying customers at >$200k ARR starting 2027.
Tokani is SaaS-first.
Every deployment we offer today runs on infrastructure we operate. This protects your data, simplifies onboarding, and ensures every customer gets the same reliability and update cadence.
What you see vs what stays private
| Visible to you | Measurable savings · cost reduction % · cost avoided · system confidence · mode selection (Safe / Balanced / Aggressive) · real-time dashboards |
| Never stored | Full prompt text · full response content. Only normalized vectors and outcome metrics are retained. Raw content is processed in-memory and discarded. |