Diagrid

What is Diagrid?

Diagrid is a production platform for durable AI agents, workflows, and distributed applications. Built on the open-source Dapr runtime, it helps teams preserve execution state, recover from failures, govern interactions, and verify agent activity. Diagrid Catalyst supports cloud, self-hosted, hybrid, and air-gapped deployment models for production workloads while allowing teams to retain ownership of their application code and infrastructure policies.

Diagrid was created by the teams behind Dapr and KEDA, two graduated CNCF projects. Its current Catalyst platform supports durable workflows, AI agents, MCP servers, and Dapr applications. Catalyst Cloud is available free for evaluation, while Dedicated Cloud starts at $1,199 per month and BYOC starts at $1,599 per month. Diagrid also offers Enterprise Server with custom pricing, plus 99.95% availability for eligible paid deployment models. Its site lists SOC 2 Type II certification and integrations across multiple agent frameworks.

• Platform Role: Cloud-Native Orchestration Platform, Managed Dapr Control Plane & Durable AI Agent Infrastructure
• Developer & Organization: Diagrid, Inc.
• Cross-Platform Access: Web Management Dashboard, CLI tool (`diagrid`), Helm charts, and REST/gRPC APIs

Use Cases:

• Running durable, multi-step AI agent workflows with frameworks like LangGraph, CrewAI, PydanticAI, and Microsoft Agent Framework
• Decoupling microservices using standardized API primitives for pub/sub messaging, state management, and service invocation
• Eliminating Dapr runtime management overhead across multi-tenant Kubernetes clusters
• Enforcing zero-trust mTLS security, SPIFFE identity attestation, and cryptographically signed workflow execution logs
• Migrating stateful workloads across multi-cloud environments (AWS, Azure, GCP, or On-Premises BYOC) without code rewrites

Technology:

• Fully managed open-source Dapr sidecar runtime and Catalyst API control plane
• Cryptographic attestation and SPIFFE-based X.509 SVID identity distribution for zero-trust service communication
• Polyglot SDK support for Python, Go, Node.js, Java, .NET, C++, and Rust
• Support for Managed Cloud, Dedicated Cloud, Bring Your Own Cloud (BYOC), and Air-Gapped On-Premises deployments

Target Users:

• Cloud-Native Platform Engineers looking to standardize enterprise microservice abstractions
• Software engineers and architects building distributed applications, event-driven architectures, and serverless workflows
• AI engineers requiring durable execution state and MCP (Model Context Protocol) server governance for AI agents
• DevSecOps and CISO teams implementing zero-trust, SPIFFE identity, and cryptographic auditability across clusters

Acquisition: Direct sign-up available on diagrid.io or via AWS Marketplace

What are the key features of Diagrid?

Diagrid's key platform features are

• Diagrid Catalyst: Managed serverless API platform providing state management, pub/sub, service invocation, and workflow primitives.
• Durable AI Agent Orchestration: Resilient state execution for multi-agent frameworks with automatic retries, state recovery, and history signing.
• Diagrid Conductor / Advisor: Enterprise management plane for automated Dapr operational health monitoring, upgrade automation, and advisor recommendations.
• Zero-Trust Security & Verifiable Execution: Built-in SPIFFE identities, dynamic mTLS encryption, and tamper-proof cryptographic workflow attestations.
• Multi-Database & Broker Abstraction: Pluggable backend state stores (PostgreSQL, Redis, DynamoDB, MongoDB) and message brokers (Kafka, RabbitMQ, AWS SQS) without infrastructure code coupling.
• Flexible Deployment Topology: Choose between fully managed SaaS Cloud, Dedicated Cloud, BYOC (Bring Your Own Cloud VPC), or Air-Gapped On-Premises deployments.

How much does Diagrid cost?

Diagrid offers a free cloud tier for developers alongside predictable flat monthly licensing based on deployment sizing, concurrency, and environment tier.

Pricing Tiers:

• Cloud Free Tier ($0 / month): Free developer access for testing, basic workflows, and Dapr developer tools with no credit card required.
• Dedicated Cloud ($1,199 / month starting): Single-tenant fully managed cluster with compute, storage, networking, and standard Dapr support included.
• Bring Your Own Cloud—BYOC ($1,599 / month starting): Data plane runs inside your own cloud VPC while control plane is managed by Diagrid; 99.95% availability SLA.
• Enterprise On-Premises (Custom Pricing): Full air-gapped deployment for highly regulated environments, custom namespace isolation, and architecture reviews.

Disclaimer: Pricing varies based on deployment size (small, medium, large) and annual commitment discounts. First 14 days are free on paid tiers. Check diagrid.io/pricing for up-to-date quotes.

Who should use Diagrid?

Diagrid is designed for modern enterprise tech teams, including

• Enterprise Platform Engineers: Teams seeking to eliminate Kubernetes operator overhead and manage Dapr workloads across hundreds of microservices.
• AI Product Developers: Organizations deploying long-running, fault-tolerant AI agents with state persistence and cryptographic auditability.
• Regulated BFSI & Healthcare Security Teams: Enterprises that require strict data sovereignty, BYOC isolation, and air-gapped compliance.

What are the best alternatives to Diagrid?

Some of the primary alternatives to Diagrid include

• Temporal Technologies 
• Open-Source Dapr 
• AWS Step Functions
• Conductor (Orkes)
• Istio Service Mesh

What are the pros and cons of Diagrid?

What are the pros of Diagrid?

• Built and backed directly by the original creators of the Dapr open-source framework
• Flat, predictable cluster-based pricing instead of expensive, volume-penalizing transaction-based pricing models
• Prevents vendor lock-in by maintaining 100% API compatibility with open-source Dapr
• Robust data sovereignty options allowing private VPC (BYOC) and air-gapped deployments

What are the cons of Diagrid?

• Dedicated enterprise tiers require dedicated infrastructure budgets starting around $1.2k/month
• Requires familiarization with Dapr building block concepts and sidecar runtime architecture

Why should you choose Diagrid?

Managing microservice infrastructure, pub/sub queues, and durable workflow execution in cloud environments often leads to custom boilerplate code and complex operational burdens. Diagrid solves this by offering a fully managed, enterprise-hardened abstraction layer powered by open-source Dapr. Its unique combination of developer-friendly APIs, zero-trust cryptographic identity, and flexible BYOC hosting makes it an industry-leading platform for scaling microservices and AI agent workloads.

How does Diagrid compare to competitors?

Compared to orchestration platforms like Temporal or traditional service meshes like Istio, Diagrid provides a broader set of developer primitives (pub/sub, state management, binding, workflows) paired with predictable flat-rate licensing and zero-trust mTLS out of the box.

How do we rate Diagrid?

What is our review and verdict on Diagrid?

Diagrid is an exceptional infrastructure platform for engineering teams building microservices or durable AI agents. By wrapping the power of open-source Dapr into an enterprise-grade managed runtime with BYOC data isolation and flat predictable pricing, Diagrid sets the benchmark for modern cloud-native orchestration platforms.

Conclusion

Diagrid is designed for teams moving AI agents and distributed workflows from prototypes into production environments. Its focus on durable execution, recovery, governance, verifiable activity, and Dapr-based architecture addresses reliability and operational challenges. With free evaluation, paid managed options, and self-hosted deployments, Diagrid can support different infrastructure, security, data location, and compliance requirements across organizations with different operational models and regulatory constraints.