NEURAL
FORGE
Train. Fine-tune. Deploy. At Scale.
Custom AI model architectures tailored to your domain, trained on your data, deployed to production.
The Challenge
Most AI models are generic.
Your data is not.
Off-the-shelf models are trained on general data for general tasks. They miss the nuances of your domain -- the edge cases, the specialized vocabulary, the patterns that matter most to your business.
Generic models plateau at 80-85% accuracy on domain tasks
Fine-tuning without architecture changes yields diminishing returns
Training infrastructure is complex, expensive, and fragile
Our Approach
Custom architectures.
Your domain. Your data.
We start from your data and work backwards to the model. Every architecture decision -- from attention mechanisms to loss functions -- is informed by what your specific use case demands.
Domain-specific architectures achieve 95-99% accuracy
Transfer learning reduces training data needs by 10x
Fully managed infrastructure with cost transparency
Capabilities
What We Build
Custom Architecture Design
We design neural network architectures from scratch, tailored to your data type, volume, and performance requirements. No cookie-cutter solutions.
Transfer Learning & Fine-tuning
Leverage foundation models and fine-tune them on your domain data. Achieve production accuracy with a fraction of the training data and compute.
Distributed Training at Scale
Multi-GPU and multi-node training pipelines that handle terabytes of data. We optimize for throughput, not just accuracy -- because time to production matters.
Model Optimization & Compression
Quantization, pruning, and distillation to shrink models by 10x while maintaining 99%+ of original accuracy. Deploy on edge, mobile, or cloud.
Process
From Data to Production
Data Audit
Deep analysis of your datasets, quality, biases, and gaps.
Architecture
Custom model design tuned for your use case and constraints.
Training
Distributed training with real-time monitoring and optimization.
Validation
Rigorous testing across edge cases, adversarial inputs, and production conditions.
Deployment
Production-grade serving with auto-scaling, monitoring, and rollback.
Technology Stack
Pricing
Invest in Intelligence
Transparent pricing. No hidden costs. Scale up or down as your needs evolve.
Starter
For teams exploring AI with a focused use case.
- Single model training
- Up to 100GB training data
- Standard architecture
- Email support
- Monthly optimization report
Professional
For organizations with production AI workloads.
- Up to 5 concurrent models
- Unlimited training data
- Custom architecture design
- Priority Slack support
- A/B testing infrastructure
- Model versioning & rollback
- Weekly strategy calls
Enterprise
For large-scale AI transformation programs.
- Unlimited models & data
- Dedicated GPU cluster
- On-premise deployment option
- Dedicated ML engineering team
- 24/7 support with SLA
- Custom compliance & security
- Executive AI strategy sessions
Ready to forge your model?
Every model we build starts with a conversation about your data. Let us show you what is possible.