Build specialized artificial intelligence

Prem Studio transforms private business data into Specialized Language Models, without the cost or complexity of in-house development using a world-class end-to-end Knowledge Distillation Platform.

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Time saved working with Studio

Accelerate workflows and reduce delivery time across projects—no extra engineering required.

Cost saved

Lower infra and labor costs by automating high-effort tasks using streamlined AI tools.

Model compression

Smaller, faster models that run efficiently at scale—without sacrificing performance.

1

Build datasets

Create datasets from raw documents, unstructured text, or existing files.

Convert PDFs, DOCX, YouTube videos into model-ready formats

Generate synthetic data with AI or upload existing JSONL datasets

Auto generate

Automatically generate a dataset from your content

Enrich

Automatically create more data similar to the current ones

2

Finetune models

Fine-tune top open-source models on your data. We manage the infrastructure, you just click 'start job'.

Get AI-powered model recommendations and launch training with one click

Track training metrics and customize hyperparameters with interactive charts

Smart recommendations

AI selects the perfect base model for your task

Smart optimization

AI automatically adjusts training parameters based on your data patterns

3

Eval performances

Evaluate your custom models against each other over what's important.

Define custom metrics for what matters most to you

Compare models against base models or closed-source APIs with AI-powered judging 

Auto judge

AI evaluates model outputs with consistent quality scoring

BYOE

Bring your own evals on the same dashboard

4

Instant deployment

Your trained models are instantly deployed to secure, scalable endpoints, ready for production use.

Access deployed models through the SDK immediately after tuning

Deploy with built-in compliance or use your own VPC for data control

Smart routing

AI routes requests to the best model version based on query type

Usage analytics

AI analyzes patterns and suggests model improvements automatically

Absolute data control

Keep every byte, weight, and gradient inside your cloud or on-prem perimeter.

Data sovereignty

Ship models in hours

Drag-and-drop datasets, click “Train,” and watch production-grade models emerge without a single line of code.

No-code velocity

AI that builds AI

Embedded optimization agents handle finetuning, RL-HF, and eval loops so your team focuses on outcomes, not knobs.

Agentic automation

Built for regulated industries

GDPR, HIPAA, and SOC 2 controls come baked-in

Compliance & trust

Deploy to your own AWS account or bare-metal cluster

30+ curated base models (Gemma, LLaMA 3, Qwen…)

Hyperparameter sweeps & GRPO add-ons run autonomously

Self hostable

Downloadable model weights—no hidden lock-in

Auto-clean, label, and synthesize data on upload

LLM-as-judge evaluations with bias & drift alerts

VPC ready

Zero-copy pipelines; data never stored Prem servers

One-click deploy to serverless endpoints or SDK

Continuous retraining triggers on fresh data

Finance & Fintech

Prospectus → risk-factors extraction
Trade chat → compliance red-flags
10-K Q&A copilot for analysts

Healthcare & Life Sci

Notes → ICD-10 code suggestion
Radiology dictation auto-draft
Intake chatbot triages symptoms

Legal & Compliance

Clause extraction & similarity check
AI redline rationale summary
Policy vs. regulation gaps finder

Media & Publishing

Video transcript → highlights TL;DR
Brand-safety classification
Multilingual headline generation

Manufacturing & IoT

Maintenance logs → root-cause summary
NL query over sensor data
SOP draft from expert notes

Public Sector & GovTech

Policy papers → executive brief
Citizen Q&A multilingual bot
FOIA request auto-redaction hints

Prem Studio is constantly updated as our team delivers the latest in AI research, incorporating new techniques to keep your models at the forefront of technological advancement. This ensures you have access to fine-tuning and evaluation workflows using the most effective, up-to-date methods available.