Connect Your AI Models
via API Credentials
Bring OpenAI, Anthropic, Google, Azure, or your own model APIs. Route requests by cost, latency, or capability — with fallbacks, monitoring, and governance built in.
Flexible Model Integration
Choose the approach that fits your stack — providers, routing, and governance.
Connect External APIs
Bring your existing model providers into MonoChat via credentials and validate connections.
- API key management
- Secure credential storage
- Connection validation
- Usage monitoring
Model Registry
Manage multiple models per workspace and assign them to channels, agents, and scopes.
- Provider + model catalog
- Per-workspace isolation
- Environment separation
- Versioned configs
Routing & Fallbacks
Route by cost, latency, capability, or language — with safe fallbacks and A/B tests.
- Intelligent routing rules
- Fallback chains
- A/B testing
- Performance comparison
Supported API Providers
Connect your preferred providers without locking into a single vendor.
OpenAI
General-purpose language, vision, and audio model families for assistants, search, and content generation.
- Chat & assistant models
- Multimodal reasoning models
- Embeddings & tools
Anthropic
Safety-focused assistant and reasoning model families for enterprise-grade conversations.
- Assistant-style models
- Long-context reasoning models
- Enterprise safety tooling
Google AI model families for search, conversation, and multimodal experiences.
- Search & conversation models
- Multimodal models
- Enterprise ML services
Azure OpenAI
Enterprise OpenAI services with Azure compliance, observability, and governance.
- Managed foundation models
- Enterprise security & compliance
- Monitoring & observability
Custom APIs
Your own in-house or domain-specific model APIs, fully controlled by your team.
- Internal model gateways
- Domain-specific models
- Private inference endpoints
Industry-Specific Models
Examples of domain-focused model stacks teams connect to MonoChat.
E-commerce
- Product recommendation engine
- Customer sentiment analysis
- Price optimization model
- Inventory prediction
Healthcare
- Medical intake assistant
- Patient triage system
- Drug interaction checker
- Symptom analysis
Finance
- Fraud detection system
- Credit scoring model
- Risk assessment tool
- Compliance summaries
Education
- Personalized learning path
- Student performance predictor
- Content recommendation
- Automated grading
Easy Integration Process
Get your custom models up and running with a clean, repeatable setup.
Add API Credentials
Securely add your provider keys and restrict access by role.
- Encrypted storage
- Workspace isolation
- RBAC permissions
- Connection validation
Configure Routing
Set model preferences, fallbacks, and rules per channel, agent, or workflow.
- Routing by cost/latency
- Fallback chains
- A/B testing
- Guardrails & limits
Test & Deploy
Run tests, monitor performance, and roll out safely to production.
- Connectivity checks
- Live monitoring
- Gradual rollout
- Usage analytics
Enterprise-Grade Security
Protect credentials and enforce governance for every model and workspace.
Credential Encryption
All provider credentials are encrypted at rest and in transit.
Access Control
Granular permissions with role-based access control (RBAC).
Audit Logging
Full audit trail of model configuration changes and usage.
Workspace Isolation
Data and model configurations are isolated per workspace.
Ready to Connect Your Models?
Add credentials, configure routing, and run multi-model assistants in MonoChat — with governance and monitoring.