Reliable, Governed AI Infrastructure for
Technology and Software Companies
Ship AI features that never go down. Bifrost gives engineering teams one API to 1000+ models, automatic failover for 99.99% uptime, and centralized cost and governance controls across every product and team.
[ CHALLENGES ]
Where AI breaks down inside fast-moving software teams
Software companies move first on AI, but production reliability, runaway costs, and fragmented model access become real problems the moment AI ships to customers.
Provider outages break customer-facing features
A single upstream provider hiccup takes your AI features down with it. Without automatic failover, every outage becomes a customer-facing incident and an on-call escalation.
Costs scale faster than revenue
LLM spend grows unpredictably as usage climbs, and finance has no per-team, per-feature visibility to attribute or cap it before the bill lands.
Fragmented model access across teams
Every product squad wires up its own provider keys and SDKs, creating duplicated infrastructure, inconsistent guardrails, and zero central view for platform teams.
[ GOVERNANCE ]
Centralized control without slowing down shipping
Deploy Bifrost in your environment and enforce consistent policy across every model call, without adding friction for developers.
Self-hosted deployment
Run Bifrost on-prem or in your VPC so customer data and prompts stay inside your security boundary, never crossing into ungoverned third-party tools.
SOC 2-ready audit logs
Capture every model and user interaction in tamper-evident logs, ready for SOC 2, ISO 27001, and customer security reviews.
SSO and role-based access
Integrate with Okta, Azure AD, or your IdP and enforce role-based permissions across every engineer, team, and environment.
Team and project cost controls
Set budgets and virtual keys per team, product, or environment, and track spend in real time across the whole org.
[ PLATFORM CAPABILITIES ]
What platform and engineering teams actually need
Bifrost owns the AI infrastructure layer so your teams can focus on building features instead of plumbing providers together.
Drop-in SDK
Replace your existing gateway or SDK with a one-line change and reach 1000+ models through a single unified API. Compatible with OpenAI, Anthropic, LiteLLM, LangChain, and Vercel AI SDK.
Provider fallback and load balancing
Automatic failover and adaptive load balancing across providers and keys deliver 99.99% uptime for customer-facing AI.
Semantic caching
Cut cost and latency on repeated queries with response and document caching, without changing application code.
Low-latency, high-throughput routing
Sustains 10k+ RPS under peak load with ~11 µs of gateway overhead, so AI features stay fast at scale.
MCP Gateway
Give AI agents governed, auditable access to internal systems and approved tools through a single policy layer.
Guardrails and secret protection
Detect and redact PII, API keys, and credentials in real time before they reach any model or log.
[ BIFROST INTERFACE ]
Operational visibility built for engineering orgs
Functional views for platform engineers, eng leadership, and finance stakeholders.
Unified request dashboard
Monitor live traffic by provider, model, latency, and error rate across every team and product from a single view.
Model governance controls
Configure approved models, access rules, and guardrails in one place, with no code changes required.
Budget and cost center tracking
Track real-time spend by team, product, and use case with configurable thresholds, instant alerts, and exportable chargeback reports.
[ USE CASES ]
AI workloads in software companies, governed by Bifrost
In-product AI features
Power copilots, chat, search, and generation features with reliable multi-provider routing and graceful failover.
Code generation and review
Accelerate developers with AI code generation, review, and refactoring while enforcing usage controls and credential protection.
Customer support automation
Deflect and triage support tickets with AI assistants that stay within governed access and redaction policies.
RAG and knowledge search
Build retrieval-augmented search across docs, code, and internal knowledge with caching to control cost.
Agentic workflows
Run multi-step AI agents against internal tools and data through the MCP Gateway with full auditability.
Internal developer productivity
Give every engineer governed access to approved models and tools, with per-team budgets and central visibility.
[ DEPLOYMENT ]
Deploy anywhere your architecture demands
Run Bifrost wherever your stack lives: cloud, hybrid, on-prem, or fully isolated.
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.