Vtak AI, from data to inference.
Two specialized language models. Four-layer architecture. Seven benchmark validations. Complete data control. Deploy on-premises or hybrid without vendor lock-in or unpredictable costs.
Flagship accuracy on Stanford HELM Vtak benchmarks.
First-byte latency for Vtak text-to-speech.
- Secure & Sovereign
- Your Data Your Control
- High Performance
One platform.
End-to-end control.
Your Data Sources
Internal databases, documents, knowledge bases — structured and unstructured.
Training Data
Proprietary knowledge curated for fine-tuning. Domain corpora, historical decisions, validated outputs.
Trained by Vtak
Every layer of the stack — tokenization, training data, evaluation harness, inference pipeline — was rebuilt for Vtak. The 15–40% performance gap generic LLMs see on dialects and code-switching is engineered out by design.
Vtak-native models
Trained on diverse, high-quality Vtak data.
High performance
Low latency, reliable inference at scale.
Secure & compliant
Your data stays private and governed.
Flexible deployment
Use our cloud or deploy in your own infrastructure.
Independentlyvalidated. Not self-reported.
Every layer of the stack — tokenization, training data, evaluation harness, inference pipeline — was rebuilt for vtak. The 15–40% performance gap generic LLMs see on dialects and code-switching is engineered out by design.
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Your data. Your
hardware. Your rules.
Cloud AI is convenient until it isn't. When the regulator asks, the court subpoenas, or the jurisdiction changes, the cost of someone else holding your data gets real. Here's what that looks like compared to the alternative.
Sovereign deployment.
Your infrastructure, your control. Predictable licensing. Fine-tunable on your corpus. No token meters, no foreign cloud, no black-box exfiltration risk.
- Data never leaves your perimeter
- Flat annual licensing — no per-token billing
- Full fine-tuning on your proprietary data
- Air-gapped operation supported
- GCC & EU regulatory alignment out of the box
- vtak-native performance, 15–40% above generic LLMs
Convenient. Rented. Foreign.
Fast to start, expensive to scale, and your most sensitive data is logged on servers you don't own in jurisdictions you can't control.
- Every prompt traverses a foreign server
- Per-token billing, unpredictable at scale
- Fine-tuning limited or blocked on sensitive data
- Cloud-only, air-gapped not an option
- Regulatory conflict on privileged and regulated data
- vtak is an afterthought — trained on translated data
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Three ways to deploy.
Built for your world.
From fully managed cloud to fully disconnected air-gap — pick the deployment model that matches your data and your regulator.
Managed cloud
Get started quickly with our fully managed, secure cloud environment.
- Hosted in multi-region cloud
- We manage the infrastructure
- You focus on your use case
- Ideal for teams that want a turnkey start
- SETUP
- Days
- RESIDENCY
- UAE / KSA / Kuwait
- BEST FOR
- Pilots, mid-market
Your VPC
Deploy into your AWS, Azure, Oracle, or private cloud environment.
- Runs within your perimeter
- Your policies, your audit logs
- We provide the stack and training
- Full control over data and access
- SETUP
- 2-4 weeks
- RESIDENCY
- Your choice
- BEST FOR
- Enterprise, regulated
On-premise & air-gap
Run fully disconnected on your own hardware.
- No outbound connections
- No call-home, no cloud
- Complete data sovereignty
- Ideal for government, defense & critical infrastructure
- SETUP
- 4-8 weeks
- RESIDENCY
- Your datacenter
- BEST FOR
- Gov, defense, privileged