01ComputeIn development
Run anything. Own nothing.
On-demand compute for inference, batch workloads, embeddings, document pipelines, and fine-tuning. Billed by consumption.
Unify Compute
compute.unifyai.us
Compute·Data·Models·Intelligence
The full stack for enterprise AI.
FelixSphere provides the compute, data, model access, and self-learning intelligence companies need to build and operate AI. Use one layer, or let us deliver all four as one solution.
FelixSphereFull-stack enterprise AI
04UnifyAI
unifyai.usSelf-learning AI
Run→Review→Evaluate→Promote
Sales
Marketing
Support
UnifyAPI300+ models. One key. One bill. Lower cost per token.Pooled volume pricing, no seats, no minimums.Get an API key ↗
01 /The FelixSphere stack
Four layers. Four products. One stack.
Each layer is its own product, with its own site. Together they are everything a company needs to put AI into production.
02Data
Give AI something worth learning from.
Expert-generated training and evaluation data with verifiable provenance. Expanding into robotics, multimodal, and world-model data.
UnifyData
data.unifyai.us
03Models
Every model. One gateway.
Access 300+ AI models through one API with routing, failover, observability, and enterprise controls.
UnifyAPI
unifyapi.ai
04Intelligence
AI that earns its next version.
Turn everyday business work and human corrections into measurable, evaluated improvements.
UnifyAI
unifyai.us
02 /Why one stack
AI needs all four. Most companies buy them from four vendors.
Compute
Gives AI the resources to run.
Data
Gives AI the knowledge to learn.
Models
Give applications intelligence.
Intelligence
Puts intelligence into work and keeps improving it.
When the layers come from one company, data flows into models, models run on compute you do not have to own, and every correction your team makes flows back as a learning signal. FelixSphere integrates the entire stack.
03 /Enterprise AI solutions
You don't have to buy the stack in pieces.
Need tokens? Use UnifyAPI. Need data? Use UnifyData. Want your support organization to run on AI that keeps improving? FelixSphere delivers all four layers as one solution.
Example · Self-learning customer AI
ComputeUnify Compute
Inference and batch capacity for live conversations and nightly evaluation runs.
+
DataUnifyData
Historical tickets, knowledge base content, and expert-written domain examples.
+
ModelsUnifyAPI
Model access through UnifyAPI, with routing and failover across providers.
+
IntelligenceUnifyAI
UnifyAI turns agent corrections into evaluated, reversible improvements.
=Self-learning customer AI
04 /Self-learning AI
AI that earns its next version.
Traditional software
Executes predefined workflows.
Traditional AI
Answers questions. Stays the same.
Self-learning AI
Learns from corrections and outcomes. Ships only proven improvements.
- 01 RunThe current version does real work in your workflows.
- 02 ReviewPeople correct what it gets wrong. Corrections become learning signals.
- 03 EvaluateA candidate version is tested against held-out cases.
- 04 PromoteIt ships only if it beats the current version. Every change stays reversible.
Why it takes the full stack
Self-learning AI is not a feature you switch on.
For AI to keep learning from your business, it has to run where your data lives, train on that data, and improve your own models, with every change gated by evaluation. That is why FelixSphere delivers it as a full-stack solution.
- DeploymentRuns in your environment
Private or self-hosted, behind Unify Gateway, so customer data stays under your control.
- DataLearns from your data
Historical records, expert-generated examples, and every correction your team makes.
- ComputeTrains your own models
Fine-tuning and batch evaluation on compute you do not have to own.
- ModelsStarts from the best base
Choose, route, and compare foundation models through UnifyAPI.
- IntelligenceImproves on evidence
UnifyAI promotes a new version only when it wins on held-out cases.
- DeliveryOne team accountable
FelixSphere deploys, operates, and improves the whole system with you.
05 /Data
AI is only as good as the data behind it.
Turn human expertise and the physical world into data AI can learn from, with a record of how every example was made.
Source→Generate→Review→Evaluate→Exchange
AI Model Data
Data for training, tuning, and evaluating models.
Pre-training · Post-training · Expert-generated · RL and preference · Evaluation and benchmarks · Enterprise datasets
Learn more →Robotics Data
Data for robots that act in the physical world.
Ego-view · Wrist camera · UMI · Tactile · Teleoperation · Human demonstrations
Learn more →World Model Data
Data for models that understand how the world works.
Video · Multimodal · Spatial · Physical-world observation · Real-world interaction · Video-language
Learn more →06 /Compute
Compute without infrastructure constraints.
Bring the workload. Run it on demand. Pay for the usage. No reservations, no capacity planning.
Batch processing
Offline inference
Embeddings
Search and RAG
Document pipelines
Extraction
Fine-tuning
Model adaptation
07 /Models
Every model. One API.
UnifyAPI gives you models from leading AI providers through one key, one bill, and one OpenAI-compatible endpoint, with routing, failover, and data policies enforced at the gateway.
Lower cost
Pooled volume pricing
No minimums
No seats, no idle plans
One invoice
Every provider
gpt-5claude-opus-5gemini-3-prollama-4deepseek-v3claude-sonnet-5qwen3mistral-largegrok-4kimi-k2gemini-3-flashdeepseek-r1command-anova-pro300+ models
↔ Sell to FelixSphere
Have spare compute, data, or token credits? Sell them to us.
Sell GPU compute
Idle clusters, reserved capacity you are not using, or spare GPUs in your data center. We put it to work on AI workloads.
Sell data
Domain datasets, enterprise corpora, robotics and video captures, or expert work. We review it, record provenance, and bring it to AI teams.
Sell token credits
Unused AI model and API credits from providers you have committed to. We turn them into capacity for UnifyAPI traffic.
08 /AI Gateway
Every enterprise needs one control point for AI.
Unify Gateway sits between your apps, agents, and employees and every model provider. Observability, cost control, compliance, and identity, enforced on every request. Self-hosted, in your environment.
Observability
Every request, visible
Cost control
Spend with an owner
Compliance
A trail you can explain
Identity
Know what is calling
09 /Solutions
Deploy AI into the workflows that run your business.
Customer Service
Support AI that learns from every resolved ticket.
Learn more →Sales & CRM
Sales AI that learns how your team actually wins.
Learn more →Marketing
Marketing AI that improves from results, not guesses.
Learn more →Finance
Finance AI that learns your processes and proves every change.
Learn more →Domain AI
AI that knows your industry, built on data from people who do.
Learn more →Compute · Data · Models · Intelligence
Build your AI stack 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.