VECTIVE MODELS

Your Own AI Model. Trained on Your Terms.

Generic models are generalists. Your business needs a specialist. We fine-tune state-of-the-art Open Source models on your proprietary data. Hosted securely in Germany. Own the intelligence, don't just rent it.

Discuss Custom Model Training

VECTIVE MODELS

Your Own AI Model. Trained on Your Terms.

Discuss Custom Model Training

VECTIVE MODELS

Your Own AI Model. Trained on Your Terms.

Discuss Custom Model Training

The Problem

Why Generic AI Isn't Enough

Public models like GPT are trained on the "entire internet." They are great at writing poems, but they often fail at:

Niche Industry Knowledge: They hallucinate on specific legal, medical, or technical jargon.

Data Privacy: You cannot feed them your most sensitive IP for training without risking leaks.

The Vective Solution

We take a powerful open-source foundation (like Llama 3 or Mistral) and retrain it exclusively on your documents. The result is a model that speaks your language fluently and stays 100% under your control.

Use Cases

Your Own Model Specialist

Legal & Compliance

The Legal-LLM

The Challenge

The Solution

Reviewing contracts requiring knowledge of specific German case law or internal company precedents.

A model fine-tuned on your firm’s contract archive and relevant legal texts. It detects risks generic models miss.

Manufacturing & R&D

The Engineering-LLM

The Challenge

The Solution

Technicians need answers from thousands of distinct machine manuals and maintenance logs.

A model trained on your specific technical documentation. It understands your part numbers, error codes, and protocols perfectly.

Healthcare

The Clinical-LLM

The Challenge

The Solution

Summarizing patient notes while strictly adhering to medical terminology and privacy standards.

A local, specialized model that processes patient data without it ever leaving your secure infrastructure.

The Clinical-LLM

The Challenge

The Solution

Summarizing patient notes while strictly adhering to medical terminology and privacy standards.

A local, specialized model that processes patient data without it ever leaving your secure infrastructure.

The process

From Raw Data to Sovereign Intelligence

01 Data Curation & Cleaning

We help you select and sanitize your training data. We ensure no PII (Personally Identifiable Information) leaks into the training set unless intended.

01 Data Curation & Cleaning

We help you select and sanitize your training data. We ensure no PII (Personally Identifiable Information) leaks into the training set unless intended.

02 Fine-Tuning

We use our Sovereign GPU Clusters in Germany to fine-tune the model. Whether using LoRA (Low-Rank Adaptation) or full parameter tuning, we optimize for your specific benchmarks.

03 Evaluation & Alignment

We test the model against "Golden Answers" to ensure it adheres to your facts and tone of voice. We reduce hallucinations through rigorous testing.

04 Sovereign Hosting

We deploy your model. You can run it on our Vective Private Cloud or we can containerize it for your own On-Premise servers.

Technology

Built on Open Source Freedom

No Vendor Lock-in

We build on top of the world's best Open Source models (Meta Llama 3, Mistral, Mixtral). You own the fine-tuned weights. If you leave us, you take your intelligence with you.

Private GPU Infrastructure

Training happens on dedicated NVIDIA H100/A100 clusters located in ISO 27001 certified German data centers. Your data never touches US cloud providers.

Cost Control

Stop paying per token for every internal query. A dedicated, smaller, specialized model is often faster and cheaper to run at scale than a giant generalist API.

Technology

Built on Open Source Freedom

No Vendor Lock-in

We build on top of the world's best Open Source models (Meta Llama 3, Mistral, Mixtral). You own the fine-tuned weights. If you leave us, you take your intelligence with you.

Private GPU Infrastructure

Training happens on dedicated NVIDIA H100/A100 clusters located in ISO 27001 certified German data centers. Your data never touches US cloud providers.

Cost Control

Stop paying per token for every internal query. A dedicated, smaller, specialized model is often faster and cheaper to run at scale than a giant generalist API.

Explore the Sovereign AI Stack

Technology

Built on Open Source Freedom

No Vendor Lock-in

We build on top of the world's best Open Source models (Meta Llama 3, Mistral, Mixtral). You own the fine-tuned weights. If you leave us, you take your intelligence with you.

Private GPU Infrastructure

Training happens on dedicated NVIDIA H100/A100 clusters located in ISO 27001 certified German data centers. Your data never touches US cloud providers.

Compliance as a Growth Engine

Our sovereign, EU-hosted infrastructure gives you full data ownership. Deploy confidentially in highly regulated environments. Your data never leaves our servers.

FAQ

Common Questions

Everything you need to know about your company's new brain.

Why fine-tune instead of just using RAG (SafeChats)?

Do I own the model?

How much data do I need?

FAQ

Common Questions

Everything you need to know about your company's new brain.

Why fine-tune instead of just using RAG (SafeChats)?

Do I own the model?

How much data do I need?

FAQ

Common Questions

Everything you need to know about your company's new brain.

Why fine-tune instead of just using RAG (SafeChats)?

Do I own the model?

How much data do I need?

Stop Renting Intelligence. Start Owning It.

Turn your company’s data into a proprietary asset that competitors can’t copy.

Talk to a Model Expert

Stop Renting Intelligence. Start Owning It.

Turn your company’s data into a proprietary asset that competitors can’t copy.

Talk to a Model Expert

Stop Renting Intelligence. Start Owning It.

Turn your company’s data into a proprietary asset that competitors can’t copy.

Talk to a Model Expert