[ CHALLENGES ]
Why healthcare AI stalls before it scales
Shadow AI exposure
40% of healthcare workers use unauthorized AI tools, and 57% input sensitive patient data into ungoverned consumer applications.
HIPAA and regulatory complexity
Every LLM vendor requires a separate BAA negotiation, adding 6 to 12 months before a single clinical AI workflow reaches production.
Infrastructure burden
Over 80% of clinical AI effort goes to data integration, governance, and monitoring, not building the use cases that improve care.
[ GOVERNANCE ]
Enterprise controls that accelerate clinical AI deployment
Governed, air-gapped AI infrastructure with low-latency routing.
Air-gapped deployment
Deploy entirely within your VPC or on-prem so PHI never leaves your network.
Guardrails and PHI redaction
Enforce input sanitization, PII/PHI detection, and content policies across every request and response.
HIPAA-grade audit trails
Log every LLM interaction with user, provider, token, and latency metadata for compliance reviews.
Budgeting and cost controls
Set spending limits at the department, project, user, or virtual key level with real-time alerts.
[ PLATFORM CAPABILITIES ]
Purpose-built for regulated healthcare industry
Centralized control plane for AI-driven healthcare workflows.
PHI guardrails
Redact protected health information and block hallucinated clinical content automatically.
Drop-in SDKs
Replace your existing provider config with a single line of code to access 1,000+ models.
Centralized observability
Track every request with user, model, latency, cost, and guardrail actions.
Adaptive load balancing
Route to the fastest or most cost-effective model with automatic failover.
High-availability clustering
Peer-to-peer clustering delivers 99.99% uptime for 24/7 clinical workflows.
Semantic caching
Cache repeated clinical and coding queries for 40 to 60% cost reduction.
[ OPERATIONAL CAPABILITIES ]
Governance, visibility, and control for healthcare teams
Focused dashboard panels for routing, audit trails, and budget governance.
Operations dashboard
Live monitoring for system health, routing performance, and usage across departments.
Compliance audit logs
Immutable request trails with user, model, and content detail for HIPAA reviews.
Virtual keys and budgets
Granular budget enforcement and access segmentation across clinical and administrative teams.
[ USE CASES ]
Healthcare workflows governed by Bifrost
Enterprise knowledge search
Connect AI to internal knowledge bases with federated auth so staff find protocols, policies, and procedures in seconds.
Ambient clinical documentation
Route ambient scribe traffic through a unified gateway with PHI protection, multi-vendor failover, and cost optimization.
Code generation and IT productivity
Give engineering teams governed access to coding assistants with drop-in SDKs, RBAC, and model-level usage budgets.
Contract and compliance review
Process sensitive legal documents in an air-gapped environment with guardrails, redaction, and full audit trails.
Radiology report generation
Support high-volume imaging workflows with adaptive load balancing, automatic failover, and clustering support for 99.99% uptime.
Payer approval workflows
Route prior authorization requests through approved AI models with built-in guardrails, full request and response logging for every payer decision.
[ DEPLOYMENT ]
Secure deployment
Run Bifrost wherever your compliance requirements demand - on-prem, in-VPC, or hybrid.
Single Binary
Bifrost is deployed as a single binary that you can run via NPX or Docker, no additional dependencies needed.
npx · Docker · Binary
Cluster Mode
Built-in high availability with gossip-protocol, automatic service discovery, and zero-downtime rolling deployments.
Multi-Node · P2P gossip
Air-Gapped (in-VPC, on-prem)
Deploy on-prem or in your VPC with full network isolation. Data never crosses your security boundary. SOC 2 Type II, HIPAA, and ISO 27001 compliant.
AWS · GCP · Azure · On-Prem
Helm Chart (K8s)
Bifrost is available as a Helm chart for easy deployment to your Kubernetes cluster.
K8s · Helm · Auto-scaling
[ BIFROST FEATURES ]
Open Source & Enterprise
Everything you need to run AI in production, from free open source to enterprise-grade features.
01 Governance
SAML support for SSO and Role-based access control and policy enforcement for team collaboration.
02 Adaptive Load Balancing
Automatically optimizes traffic distribution across provider keys and models based on real-time performance metrics.
03 Cluster Mode
High availability deployment with automatic failover and load balancing. Peer-to-peer clustering where every instance is equal.
04 Alerts
Real-time notifications for budget limits, failures, and performance issues on Email, Slack, PagerDuty, Teams, Webhook and more.
05 Log Exports
Export and analyze request logs, traces, and telemetry data from Bifrost with enterprise-grade data export capabilities for compliance, monitoring, and analytics.
06 Audit Logs
Comprehensive logging and audit trails for compliance and debugging.
07 Vault Support
Secure API key management with HashiCorp Vault, AWS Secrets Manager, Google Secret Manager, and Azure Key Vault integration.
08 VPC Deployment
Deploy Bifrost within your private cloud infrastructure with VPC isolation, custom networking, and enhanced security controls.
09 Guardrails
Automatically detect and block unsafe model outputs with real-time policy enforcement and content moderation across all agents.
[ SHIP RELIABLE AI ]
Try Bifrost Enterprise with a 14-day Free Trial
Drop-in replacement for any AI SDK
Change just one line of code. Works with OpenAI, Anthropic, Vercel AI SDK, LangChain, and more.