Make Your AI Agent Fail Less

Stop fighting with prompt hacks — train your agent without generating thousands of synthetic samples

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Uptelin Performance

Performance improvement by up to 65% based on real data from our development team

Backed by

Incibe
Las Rozas Innova
NVIDIA
Microsoft Azure
How It Works

Build an AI that actually understands you.

Improve the AI models from your Agent without data and escaping prompting hell.

1 - Connect Your Agent

No-Data

Plug in your agent and Uptelin will collect, structure, and prepare the data to improve it automatically.

How it works: Thanks to our technology and advanced data science methods, we can enhance your agent just by collecting its prompt history.

2 - Your AI Improves Over Time

RLAIF + RLHF

Continuously improve your model with feedback and new data collected by your own AI — learning autonomously through reinforcement learning.

How it works: We apply advanced RLAIF and RLHF techniques so your AI learns to self-improve using algorithms like GRPO.

3 - Deploy and Integrate anywhere

Once you're happy with your AI, deploy it instantly. Get an API endpoint you can use anywhere.

OpenAI Compatible SDK (Python & JavaScript)
Integrate with AI Agents (n8n, zapier, make, etc)
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Real Use Cases

Internal Tool Agent Adaptation

An internal tool agent using GPT was frequently choosing the wrong tool or passing invalid parameters.

What we did with Uptelin:
  • Replaced GPT with a fine-tuned model trained on real usage data.
  • Used a reward function to evaluate tool selection and parameter compatibility.
  • ✅ Optimized tool usage and reduced runtime errors significantly

Document Processing Agent

A team used GPT to analyze technical documents like invoices and reports, but got inaccurate or incomplete outputs.

What we did with Uptelin:
  • Trained a model on real prompts and failed completions.
  • Applied reward focused on semantic accuracy and structured format.
  • ✅ 35% increase in extraction precision with no manual tagging needed

Support Copilot Personalization

A GPT-based support agent provided generic replies and missed brand tone and internal policy compliance.

What we did with Uptelin:
  • Fine-tuned on real conversations tailored to brand tone and rules.
  • Used reward focused on helpfulness, tone and compliance.
  • ✅ 42% improvement in end-user satisfaction and 30% fewer human escalations
Performance

A new era of game-changing AI training

See how each step in our fine-tuning process delivers measurable gains in model performance.

Step-by-Step Improvement

Traditional SFT

45%

Supervised fine-tuning improves performance, but it requires providing data, and obtaining high-quality data takes time.

Improvement with RLHF

65%

Reinforcement learning with human feedback using techniques like DPO, GRPO, and PPO for better alignment.

With HRLAIF

85%

AutoDPO and AutoGRPO require only a prompt. Our General Evaluator handles the training.

Total improvement from a base model

+70%

Overall performance gain from the base model to the optimized model using Uptelin's technology.

Train with minimal data using our General Evaluator Model that automatically handles the complex aspects of AI training.

Features

Why Uptelin?

What used to require ML engineers and DevOps is now achievable in minutes through a clean, guided interface.

Truly No-Code

Fine-tune powerful language models without writing a single line of code or managing infrastructure. No ML experience required.

OpenAI Compatible

Uptelin integrates seamlessly with the official OpenAI API and upgrades your agent by changing just two lines of code.

Instant Deployment

Each model gets its own Hugging Face-compatible API endpoint upon deployment. Connect it to Zapier, Make, or any app in minutes.

Next-Gen AI Training

Refine your models with human preferences using advanced RL techniques (GRPO) — no coding needed. Continuously improve performance.

Usage-Based Pricing

Track token usage, set limits, and scale as needed. Our transparent pricing ensures you only pay for what you actually use.

Continuous Learning from Real Usage

Every interaction makes your model smarter. Uptelin captures real traffic and retrains using reward modeling and GRPO.

Discover how Uptelin can transform your AI workflow

FAQ

Frequently Asked Questions

Everything you need to know about Uptelin and fine-tuning language models.

Want AI Models That Actually Behave The Way You Want?

Stop fighting with prompts. Fine-tune models that understand your specific needs, follow your rules, and speak in your brand voice—every single time.