Diagrid Catalyst - Pay-As-You-Go

As described on Microsoft Marketplace.

For enterprise platform and security teams building and operating AI agents at scale, Diagrid Catalyst allows you to deploy resilient, self-recovering agents with zero-trust security and cryptographic identity on every agent and tool. Built on open-source Dapr, Diagrid Catalyst reduces agent downtime, protects critical resources, lowers LLM costs, and accelerates time to production.As organizations scale from a handful of agent prototypes to production workloads, existing infrastructure falls short: MCP gateways only govern ingress, network policies can't see agent-to-tool communication, and agent frameworks do not provide failure detection and recovery. Diagrid’s agentic platform fills this gap for developers, security, and platform teams:For Platform teams, Diagrid Catalyst provides centralized governance and management for MCP servers and agents. If agents crash mid-workflow, failures are detected immediately and execution resumes from the exact failure step - not from scratch. Through policies, security controls, and project-level RBAC, platform engineering teams gain full visibility and control over every agent running across their infrastructure.For Security teams, Diagrid Catalyst gives every agent and tool a verifiable, cryptographically-backed identity. Security teams can see exactly what's running, what it can access, and what actions it has taken - all backed by an end-to-end audit trail. Access policies are defined once and enforced everywhere, so security teams can confidently approve agent deployments instead of blocking them.For Developers, Diagrid Catalyst is built on the open-source Dapr project and integrates with the majority of agent framework SDKs - including LangGraph and AWS Strands - so developers can use their preferred tooling without lock-in. Built-in semantic caching, optimized MCP server tool calls, and the ability to swap model providers without code changes significantly lower LLM costs and accelerate time to production.Diagrid deploys natively to Kubernetes, enabling on-prem, cloud, or hybrid deployments, and centralizes management of agents deployed across any infrastructure, including Kubernetes, VMs, and serverless offerings. Enterprises retain full sovereignty over their agent infrastructure, data estate, and governance policies, all from a single platform.Diagrid Catalyst includes Dapr open source support and operational tooling for organizations choosing to run Dapr on Azure Kubernetes Service (AKS), on VMs or in a hybrid model. Diagrid is trusted by leading global enterprises including HDFC Bank, ZEISS Vision, FICO and more.