AI Development
Generic pretrained models rarely perform well on tasks specific to your actual data. SoftSapien develops and fine-tunes custom models for prediction, classification, and automation tasks scoped to your data.
What's Included
How This Works
- Model development or fine-tuning scoped to your specific prediction or classification task
- Evaluation against your own data and success metrics, rather than a generic benchmark
- Production deployment inside your infrastructure, rather than a hosted black box
Answers, Direct
AI Development FAQ
Do you build models from scratch or fine-tune existing ones?
Depends on the task. Fine-tuning an existing foundation model is usually faster and cheaper; a from-scratch model is scoped only when the task genuinely requires it.
How do you validate model performance before production deployment?
Against your own held-out data and business success metrics, reviewed with your team before go-live.
What does AI development actually involve?
Model development or fine-tuning scoped to your task, evaluation against your own data, and production deployment inside your infrastructure.
How much does an AI development engagement cost?
Cost depends on task complexity and data readiness. We scope cost after reviewing your data and the objective.
How long does it take to develop a custom model?
A single-task pilot typically runs four to six weeks, ending with performance results reviewed against the original objective.
Who owns the trained model and code at handoff?
You do. Model artifacts, training code, and documentation transfer to your organization at handoff.
Where does the model run once it's deployed?
Inside your own infrastructure or cloud tenancy, not a shared hosted platform.
What industries have you built custom AI models for?
Financial services, healthcare, logistics, and manufacturing, among others, wherever a prediction or classification task is specific to proprietary data.
Can you improve an existing model that's underperforming?
Yes. We evaluate the existing model against your data first to determine whether fine-tuning or a rebuild is the right path.
How quickly can you start an AI development engagement?
Every inquiry gets a response within 2 business hours.
Ready to talk through AI Development?
Start with a 30 minute discovery call. No sales deck, just architects.
Talk to Our Team