Ten frontier models.
One mind.
OmniForge fuses every AI you trust into a single custom model — your rules, your knowledge, your voice. Then it shows you exactly how every answer was built.
- Providers
- 11
- Topologies
- 4
- Observability
- Full
Pick how your model thinks
Four orchestration topologies, configurable per model on an interactive canvas — wire ensembles, assign roles, connect your own endpoints.
Layered MoA
Multiple proposers draft in parallel, critics audit their work, and your synthesizer unifies everything into one voice.
Dynamic skill router
A router reads each request and dispatches only the specialists it actually needs — speed when it’s simple, depth when it isn’t.
Adversarial debate
Nodes argue across multiple rounds before your synthesizer adjudicates. For the questions that deserve a fight.
Weighted ensemble
Every contributor scored, ranked, and blended by measured performance on your own tasks.
Built like infrastructure
Not a wrapper. A platform with real security posture underneath every feature.
Bring your own keys
OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI, Groq, OpenRouter and custom endpoints — all encrypted with AES-256-GCM in a per-user vault.
Constitutional rules
Pre-input gates, in-context directives, and post-output validation. Block, rewrite, or flag — deterministically where regex suffices, semantically where it doesn’t.
Your knowledge, cited
Upload PDFs, DOCX, URLs or notes. Hybrid vector + keyword retrieval grounds every answer in your sources, with citations you can audit.
Behavioral training
Teach by example. Inputs and ideal responses are embedded and retrieved during synthesis — your model’s voice, without fine-tuning.
X-Ray observability
Watch every model call live: latency, tokens, cost, scores, retrieved sources, applied rules. No black boxes — ever.
OpenAI-compatible API
Publish your model and serve it at /v1/chat/completions with metered keys. Point any OpenAI SDK at it and go.
Your models were built to work alone.
Fix that.
Free to start. Bring a key from any provider — or borrow ours to test the waters.