Connect your entire AI stack
Govern agents across frameworks and providers. Prefactor integrates with your existing tools for runtime policy enforcement, cost tracking, and audit logging.
LLM Providers
OpenAI
Govern agents using GPT models — track quality, cost, and scope across every interaction.
Anthropic Claude
Instrument Claude deployments with runtime governance, policy enforcement, and detailed audit trails.
Google Gemini
Monitor and govern agents using Gemini models with real-time cost and performance tracking.
Meta Llama
Govern self-hosted or managed Llama agents with centralized policy and compliance controls.
Mistral
Ensure cost-efficient agent operations with Mistral models through Prefactor's governance layer.
Cohere
Govern agents powered by Cohere's generation and embedding models with unified controls.
AWS Bedrock
Deploy Prefactor alongside Bedrock agents for unified governance across multiple foundation models.
Agent Frameworks
LangChain
Instrument LangChain agents with runtime governance, policy enforcement, and audit logging.
CrewAI
Govern multi-agent workflows with role-based policies, cost tracking, and complete observability.
AutoGen
Add runtime controls to AutoGen agents with policy enforcement and detailed interaction logs.
Vercel AI SDK
Govern serverless agents built with Vercel's SDK alongside deployment and execution tracking.
OpenAI Agents SDK
Integrate Prefactor with OpenAI's native agent patterns for comprehensive policy and cost governance.
Google ADK
Govern agents built with Google's Agent Development Kit with real-time observability and controls.
Semantic Kernel
Instrument Semantic Kernel agents with governance, policy enforcement, and activity tracking.
Haystack
Monitor and govern RAG pipelines built with Haystack for end-to-end tracing and quality validation.
Anthropic Claude Code / Agent SDK
Govern agents built with Anthropic's official SDKs with native integration and comprehensive controls.
Cloud & Infrastructure
Amazon Web Services
Deploy Prefactor alongside your agents on EC2, Lambda, and ECS with native AWS integration.
Microsoft Azure
Run agents on Azure infrastructure with Prefactor governance, policy enforcement, and monitoring.
Google Cloud Platform
Deploy Prefactor alongside agents on GCP with Cloud Run, Compute Engine, and workload governance.
Render
Deploy agents on Render infrastructure with integrated governance and performance monitoring.
Vercel
Run agents on Vercel with edge deployment and real-time governance enforcement.
Observability & Monitoring
Datadog
Export Prefactor metrics, logs, and traces to Datadog for unified agent observability.
New Relic
Send Prefactor telemetry to New Relic for comprehensive agent performance monitoring.
Grafana
Visualize Prefactor governance metrics and agent activity in Grafana dashboards.
PagerDuty
Route Prefactor alerts and policy violations to PagerDuty for incident response.
Identity & Authentication
Prefactor
Native agent identity, authentication, and lifecycle management built into the Prefactor control plane.
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Okta
Manage access to Prefactor console and agent APIs through Okta identity management.
Auth0
Secure Prefactor access with Auth0 authentication and role-based authorization.
Azure AD
Integrate Prefactor with Azure AD for enterprise SSO and conditional access policies.
Google Workspace
Manage Prefactor access via Google Workspace identity and admin controls.
Data & Storage
PostgreSQL
Store agent audit logs, policy decisions, and interaction history in PostgreSQL.
MongoDB
Persist Prefactor governance records and agent telemetry in MongoDB.
Snowflake
Export Prefactor data to Snowflake for analytics and governance reporting.
BigQuery
Analyze agent governance data and compliance metrics in BigQuery.
Amazon S3
Archive Prefactor logs and compliance records in S3 for long-term retention.
Can't find your framework?
Use Prefactor's SDK and CLI to integrate governance into any agent, framework, or workflow.