UBIAI - Fine-Tune Your AI Agent Components
Agent Fine-Tuning Platform

The AI Platform For Building
Intelligent Agents

Generic foundation models break when you deploy them as agents. UBIAI fine-tunes your agent components: classifier, retriever, reasoning—and optimizes entire agentic workflows so they handle real production traffic reliably. Build agents that scale.


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Fine-tune any component
No ML expertise needed
Production-ready agents

TRUSTED BY INNOVATIVE TEAMS WORLDWIDE

High Growth Startups
20+ language
4.8/5 rating
The Agent Challenge

Generic Models Weren't Built
for Agent Architectures

Foundation models excel at general tasks. But agents need specialized behavior—precise routing, structured planning, reliable tool use. When generic models meet complex agent workflows, they struggle with your schemas, your logic, your production edge cases.

RELIABILITY

Confident Hallucinations

Your generator makes up facts with total confidence. It wasn't trained on your domain knowledge, so it fills gaps with plausible-sounding nonsense that destroys user trust.

ADAPTABILITY

Wrong Tone & Format

Generic models don't know your voice, your terminology, or your output requirements. Every response needs manual editing because the generator can't match your standards.

SCALABILITY

Demo-Only Performance

Works great on 10 examples. Falls apart on 10,000. Generic models can't handle the edge cases, domain jargon, and real-world complexity your users throw at them.

The Real Problem?

Prompt engineering is a bandaid. RAG alone isn't enough. Your agent components need to actually understand your domain.

Generic Generator:
User: "Summarize the Q3 financial performance"
’Output: "The company had a good quarter with some revenue growth. There were various expenses that affected profitability. Overall performance was in line with expectations..."
Vague, generic, no actual data
Fine-Tuned Generator:
User: "Summarize the Q3 financial performance"
’Output: "Q3 revenue of $12.4M (+18% YoY) driven by enterprise expansion. EBITDA margin compressed 240bps to 22% due to R&D investments. Cash position remains strong at $8.2M..."
Specific, accurate, domain-aware

Every Component is a Fine-Tuning Opportunity

Your agent is only as good as its weakest component. Each piece of your agentic workflow can be fine-tuned to understand your domain, your data, and your users. Here's where the magic happens.

Generic Agents
Prompt
Fine-Tune
Retriever
Fine-Tune
Generator
Fine-Tune
Fine-tuned Agent
Hallucination-free
Accurate
Efficient

Targeted Improvements

Identify which component is failing and fix just that piece

Compound Accuracy

When every component is tuned, errors don't compound—they disappear

Faster & Cheaper

Smaller, specialized models outperform bloated general-purpose ones

Fine-Tuning Made Simple. Results Made Real.

Stop wrestling with training pipelines and hyperparameters. UBIAI guides you from broken agent to production-ready system, no ML PhD required. Define what you need, upload your data, and let the platform handle the complexity.

Smart Workflow Engine

1

Select Component

Choose which part to fine-tune

2

Upload Your Data

Bring your domain-specific examples

3

Auto Fine-Tune

We optimize prompts or weights

4

Deploy & Monitor

Ship to production with tracking

Component-Level Targeting

Fix the part that's actually broken

Don't retrain your entire agent. Identify which component is failing and fine-tune just that piece. Most teams start with the generator, it's where hallucinations and wrong formatting happen.

Example:

"My generator keeps hallucinating product specs" -> Fine-tune on your actual product documentation and customer Q&A pairs

Start with Prompt Fine-Tuning

Fast results, then scale to weights

UBIAI starts by optimizing your prompts automatically getting 80% of the gains in minutes. When you need more, seamlessly upgrade to weight fine-tuning for maximum accuracy.

45% to 95% accuracy in 15 minutes with prompt tuning

Built-In Evaluation

Know if it actually got better

Automatically test your fine-tuned components against your real use cases. See exactly how much accuracy improved before you deploy anything.

Compare before/after on your actual data

Start with Prompt Fine-Tuning
Before Weight Training

Get 80% of the improvement in minutes, not hours. Optimize prompts automatically before committing to full model training.

Traditional Approach

Manual Prompt Writing

Hours of trial and error

2-3 days

Manual Testing

Test one prompt at a time

1-2 days

Uncertain Results

No systematic evaluation

~45% accuracy
VS
UBIAI Prompt Fine-Tuning

Describe Your Task

Plain English, examples, criteria

5 minutes

Evaluate

LLM judge + augmented data

10 minutes

Fine-tuned Prompt

Proven performance metrics

~95% accuracy

Fast Iteration

Test multiple prompt variations in minutes with automatic evaluation

LLM-as-Judge

Automated quality scoring across all your test cases

Then Scale to Weights

When prompts hit limits, seamlessly upgrade to weight fine-tuning

Everything You Need for Agent Fine-Tuning

From training data creation to production deployment, UBIAI provides the complete toolkit for building agent components that actually work in the real world.

Training Data for Agents

Upload domain examples or generate synthetic data for any component.

Agent-Specific Labeling

Label routing decisions, query pairs, and function calls for each component.

Synthetic Data Generation

Auto-generate realistic variations from existing examples.

Quality Filtering

LLM-as-judge scores and removes low-quality examples automatically.

UBIAI Data Management Demo
Quality: 96%
Training Examples
2,847 Labeled

One-Click Component Training

Prompt fine-tuning in 15 min, weight training in 2-4 hours.

Automatic Model Selection

We choose the best model for your component and budget.

Prompt or Weight Fine-Tuning

Start with prompt optimization, upgrade to weights when needed.

Fast Training

15-minute prompts for quick wins, 2-4 hour weights for max accuracy.

UBIAI Model Fine-Tuning Demo
Training in Progress
Component Model
Fine-Tuning Active

Deploy Components Anywhere

Deploy via API or export to your infrastructure.

API Endpoints

Works with LangChain, LlamaIndex, AutoGPT, or custom frameworks.

Model Export

Export as GGUF, safetensors, or Hugging Face models.

Production Observability

Track accuracy and latency. Auto-retrain when performance drifts.

UBIAI Enterprise Deployment Demo
Live
Inference
1.2ms
99.9% Uptime

Start Fast with Pre-Built Templates

Don't start from scratch. Use proven agent architectures and fine-tune them for your specific domain in minutes.

Customer Support Agent

Pre-configured classifier, retriever, and response generator. Fine-tune on your docs and support history to handle tier-1 tickets automatically.

Classifier Retriever Generator

Sales Assistant

Lead qualification, product recommendation, and objection handling. Train on your CRM data and product catalog for accurate responses.

Classifier Reasoning Tool Calling

Documentation Helper

Semantic search, code snippet generation, and multi-step guidance. Perfect for technical documentation and API references.

Retriever Generator Code Gen

Content Moderation

Multi-class classification with reasoning. Train on your community guidelines to detect policy violations with high accuracy.

Classifier Reasoning Explainability

Task Automation Agent

Intent recognition, parameter extraction, and multi-tool orchestration. Connect to your APIs and automate complex workflows.

Intent Tool Calling Orchestration

Research Assistant

Query decomposition, multi-source retrieval, and synthesis. Ideal for answering complex questions across large knowledge bases.

Reasoning Retriever Synthesis

Need a Custom Template?

We'll help you design the perfect agent architecture for your use case.

Book a Strategy Call

Choose Your AI Journey

From exploration to enterprise, we have a plan that fits your goals and grows with your ambitions.

Start

Perfect for getting started with AI personalization.

$ 0 /month
  • 1 AI model
  • 100 training examples
  • Text and PDF OCR labeling
  • LLM Evaluation
Contact Us

Business

For large organizations with complex requirements and custom needs.

$ 599 /month
  • Up to 20 AI models
  • 100,000 training examples
  • Text and PDF OCR labeling
  • Advanced analytics
  • Team collaboration - 10 users
  • LLM Evaluation
  • RAG Integration
  • Priority support
Contact Us

Fine-Tune Any Model

From open-source leaders to proprietary powerhouse, UBIAI supports the models you need. Pick the right foundation for your use case and budget.

Llama 3

Meta's powerful open-source models. Great balance of performance and cost for most use cases.

Open Source 8B-70B

Mistral

Efficient European models with strong multilingual capabilities and excellent instruction following.

Open Source 7B-8x7B

OpenAI GPT

Industry-leading models from OpenAI. Premium performance for demanding applications.

Proprietary GPT-4o

Gemma

Google's lightweight open models. Optimized for efficiency and easy deployment.

Open Source 2B-7B

Qwen

Alibaba's capable multilingual models with strong coding and reasoning abilities.

Open Source 7B-72B

DeepSeek

Chinese open-source models with exceptional reasoning and coding capabilities at competitive costs.

Open Source 7B-67B

We support many more open-source and proprietary models.

Request a Demo
Ready to Fix Your Agents?

Your Agents Will Keep Failing
Until You Fine-Tune the Components

Prompt engineering has limits. RAG alone isn't enough. The only way to get agent components that actually work in production is to train them on your domain. That's what UBIAI does.


Component-Level Control

Fix exactly what's broken

No ML Expertise Needed

We handle the complexity

Production-Ready Results

Agents that actually work

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Recording Date : March 7th, 2025

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How AI Agents Are Revolutionizing Fraud Detection

Recording Date : February 13th, 2025

Unlock the True Potential of LLMs !

Thank you for registering!

Check your email for the live demo details

see you on February 19th

While you’re here, discover how you can use UbiAI to fine-tune highly accurate and reliable AI models!

Thank you for registering!

Check your email for webinar details

see you on March 5th

While you’re here, discover how you can use UbiAI to fine-tune highly accurate and reliable AI models!

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Fine-Tuning Strategies and Practical Applications

Recording Date : January 15th, 2025

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