Narrow AI Model Design
Purpose-built AI for a specific task or domain — not a general model with bloat. Designed from the ground up for exactly what you need it to do.
WHAT WE DO
Capabilities That Ship
Local Model Training
Full training pipeline on your own infrastructure. Your data never leaves your perimeter — no cloud dependency, no third-party exposure, no compliance risk.
Fine-tuning & Specialization
Take an existing open-source model and fine-tune it on your proprietary data — domain knowledge baked in, optimized for your use case, owned by you.
Evaluation & Benchmarking
Rigorous testing frameworks — accuracy, latency, bias, edge cases. You see exactly how your model performs before it touches production.
HOW IT WORKS
From Problem to Production Model
1
Define the problem
We scope exactly what the model needs to do, what data exists, and what success looks like.
2
Data preparation
Collect, clean, and structure your training data — entirely within your infrastructure.
3
Train & fine-tune
Model training on your hardware. Iterative fine-tuning until the model meets your standards.
4
Deploy & monitor
Production deployment on your infrastructure with monitoring, retraining triggers, and version control.
KEY CAPABILITIES
What You Get
Fully local — no cloud dependency
Your data never leaves your perimeter
Purpose-built for your domain
Open-source model fine-tuning
Compliance-ready for regulated industries
Full model ownership — no vendor lock-in
Evaluation, benchmarking & versioning
Continuous retraining pipelines
USE CASES
Where It Delivers
Regulated Industry AI
Financial services, healthcare, legal — sectors where data residency and audit trails are non-negotiable. Your model, your servers, your compliance.
Proprietary Knowledge Models
Train on your internal documentation, support history, or operational data to create a model that understands your business at a depth no public AI can match.
Edge & Offline Deployment
Models that run on-device or in air-gapped environments — no internet required, no latency penalty, no dependency on external APIs.
GET IN TOUCH
Ready to Own Your Own AI?
Tell us what you need the model to do. We'll design the training pipeline, run it on your infrastructure, and hand you a model that's yours — fully.
hello@iguanatech.sk