Fabrix.ai Selected as the Agentic Operational Intelligence Platform for the AWS Managed Service Provider Recommended Toolkit

Fabrix.ai Becomes the Only Agentic Platform for Autonomous Operations, Among Ten Tools Approved for AWS MSP Tooling Development Funds, Enabling 295+ Validated MSPs to Accelerate Next-Gen Managed Services Delivery

Fabrix.ai, the Agentic AI Platform for Autonomous Operations, announced it has been selected as an approved tool in the Amazon Web Services (AWS) Managed Service Provider (MSP) Recommended Toolkit. Fabrix.ai is now one of only ten solutions recognized under this program, and the only purpose-built Agentic AI Platform in the toolkit.

As an approved tool, Fabrix.ai is eligible for the AWS MSP Marketing and Tooling Development Funds (MDF) benefit, which provides AWS MSP Validated Partners up to $50,000 annually to fund recommended third-party tooling purchases. This means any of the 295+ AWS Validated MSPs, including global leaders such as NTT Data, Capgemini, IBM, Wipro, Tech Mahindra, SHI, Telefónica or new MSPs who want to become part of AWS MSP Program, can leverage these funds to adopt Fabrix.ai as the operational intelligence foundation for their agentic managed services practice.

“Being selected for the AWS MSP Recommended Toolkit marks a defining inflection point for Fabrix.ai,” said Shailesh Manjrekar, CMO – AI Strategy, Fabrix.ai. “MSPs are at the center of the industry’s shift from labor-driven to AI-driven managed services. Fabrix.ai’s agentic platform gives MSPs the operational context layer they need to deploy, govern, and scale AI agents across hybrid multi-cloud environments, accelerating the transition from reactive operations to autonomous, self-healing infrastructure.”

He added, “This recognition is the result of over seven months of rigorous technical validation, including completion of the AWS Foundational Technical Review, and reflects the depth of what our engineering and go-to-market teams have built. Fabrix.ai is the agentic control plane that MSPs use to ground AI agents in real operational context, reducing MTTR, eliminating noise, and enabling the autonomous resolution that defines the next-generation MSP.”

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Why Fabrix.ai for Next-Gen MSPs

The AWS MSP program recognizes that the managed services industry is undergoing a fundamental S-curve transition, from people-driven labor arbitrage to AI-driven technology arbitrage. Fabrix.ai is purpose-built for this shift, delivering:

Multi-agentic Orchestrator Context Engine – delivers curated context with optimal token efficiency.

Agentic Data Federation – Unifying observability, ITSM, CMDB, and security telemetry into a real-time Entity-Context-Linking (ECL) Ontology that gives AI agents accurate, verified operational context before acting.

Universal Tooling – integrate with any data source – MCP enabled, API’s or legacy devices using runtime MCP wrapper.

AgentOps Lifecycle Management – Orchestrating the full lifecycle of AI agents:trust, govern, secure, deploy, observe, and optimize, progressing MSPs from reactive MTTR to proactive MTTP (Mean Time to Predict) at enterprise scale.

For uX to vX (vibe Xperience) – Vibe Coded user experience with dynamic dashboards, based on customer requirements.

Partner Ecosystem Integration – Native integrations with AWS services, Cisco, Splunk, IBM, and the NVIDIA NIM inference stack through the NemoClaw, DefenseClaw and other agentic runtimes, enabling MSPs to build differentiated offerings on their existing partner stacks.

AWS MSP Tooling Fund: A New Adoption Path for MSPs

AWS MSP Validated Partners receive up to $50,000 in Marketing and Tooling Development Funds annually, now applicable to Fabrix.ai platform purchases. This creates a low-friction, funded adoption path for MSPs building next-gen agentic practices, with AWS tooling funds covering the initial platform investment and Fabrix.ai’s subscription model generating ongoing recurring revenue as MSPs scale their customer base.