AI that knows your industry, built on data from people who do.
General models lack the judgment of a domain expert. Domain AI starts with expert-generated data, adapts models on compute you do not have to own, and is measured on evaluations your team trusts.
It learns from the work, not from a one-time setup.
- Expert judgment and reasoning
- Domain terminology and edge cases
- Industry-specific workflows
- Evaluation criteria defined by your team
Fine-tuning and inference capacity for domain models.
Expert-generated data and evaluation sets in finance, cybersecurity, semiconductor, and more.
Foundation models to adapt or route to, through UnifyAPI.
UnifyAI keeps the domain system improving after launch.
Delivered as a FelixSphere solution engagement on the same stack and the same evaluation discipline that powers UnifyAI.
Every improvement has to beat the version it replaces.
Capture expertise
Domain experts generate and review training and evaluation data.
Adapt models
Fine-tune or ground models on that data, on demand compute.
Benchmark continuously
Held-out evaluation sets decide what ships.
Build domain ai that keeps improving with FelixSphere.
Tell us what you want AI to do in your business. We will map it to compute, data, models, and intelligence, and deliver it as one solution.