AI that gets better with your business.
Static AI is frozen on the day it launches. Self-learning AI treats every correction your team makes as a signal, and every new version as a hypothesis that has to be proven.
The difference is what makes the system change.
Run. Review. Evaluate. Promote.
The same loop that powers UnifyAI. Observation becomes learning only when it is evaluated, and evaluation matters only when it decides what ships.
Run
The current version does real work in your workflows.
Review
People correct what it gets wrong. Corrections become learning signals.
Evaluate
A candidate version is tested against held-out cases.
Promote
It ships only if it beats the current version. Every change stays reversible.
Self-learning AI needs every layer underneath it.
A model that learns from your business has to be deployed where your data lives, trained on that data, and improved on your own models. FelixSphere delivers the whole system, not one piece of it.
Self-hosted or private
Run in your own environment behind Unify Gateway. Customer data stays under your control.
Your own models
Fine-tune and train models on your data, on compute you do not have to own.
Your data, made usable
Historical records, expert-generated examples, and captured corrections, with provenance.
Foundation models on tap
Start from, compare, and route across 300+ models through UnifyAPI.
Gated by evidence
Every new version is scored on held-out cases before it replaces the current one.
Operated with you
FelixSphere deploys, monitors, and improves the system alongside your team.
Improvement you can inspect.
Corrections are signal
An edit made once should not have to be made again. Each correction is captured as a learning example.
Held-out evaluation
Candidates are scored on examples they never saw, against a rubric fixed in advance.
Promotion is earned
A new version replaces the current one only if it wins. No override.
Every change is reversible
Each version is recorded and can be rolled back in one step.
Your data, your models
Bring your own model key, or route through UnifyAPI with retention and region controls.
Starts narrow, grows with you
Start with one team and one workflow. Add teams as evidence accumulates.
One mechanism across the business.
- · Customer questions and intent
- · Approved support responses
- · Resolution paths
- · Product knowledge
- · Customer behavior
- · Sales interactions
- · Opportunity progression
- · Successful sales patterns
- · Campaign performance
- · Customer segmentation
- · Content effectiveness
- · Conversion behavior
- · Accounting workflows
- · Transaction patterns
- · Financial processes
- · Operational decisions
Start with one workflow. Let the evidence decide the rest.
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.