AWS Marketplace

AWS GenAIIC Partner Agent Factory: New AI agents now in AWS Marketplace

According to Gartner, the average Global Fortune 500 enterprise will have over 150,000 AI agents in use by 2028, yet moving AI projects from prototype to production at scale remains a key challenge. As organizations shift from agentic AI experimentation to production deployment, they need practical ways to reduce development complexity, bridge talent gaps, and accelerate time-to-value for their AI investments.

The AWS Generative AI Innovation Center (GenAIIC) Partner Agent Factory (PAF) helps address these challenges. PAF brings together the technical expertise of the Generative AI Innovation Center and AWS Partner industry specialization to deliver validated AI agent solutions. You can now explore and deploy the newest AI agents developed through PAF co-innovation in AWS Marketplace.

“The Partner Agent Factory turns co-innovation into customer value by pairing the technical depth of GenAIIC with our partners’ domain expertise to build AI agents that solve real challenges, from automating clinical workflows and governing AI at scale to transforming video archives into actionable insights. Now live in AWS Marketplace, these solutions give organizations a proven path from agentic AI ambition to measurable business outcomes.”

– Taimur Rashid, Director and Head of Generative Innovation and Delivery, AWS.

In this post, we introduce the latest PAF solutions and explain how you can discover these solutions and co-innovate through the program.

From co-innovation to customer value

Organizations that accelerate the path from proof of concept to production gain a competitive advantage. Partner Agent Factory is a structured co-innovation program that brings together the Generative AI Innovation Center and AWS Partners to solve real business problems, compressing the deployment timeline with validated AI agent solutions powered by Amazon Bedrock, Strands Agents, and Amazon Bedrock AgentCore. Here’s what sets PAF solutions apart:

  • Proven methodology – PAF validates each agentic solution through a structured Generative AI Innovation Center co-innovation framework derived from thousands of engagements with enterprise customers.
  • Designed for industry-specific challenges – AWS Partners bring extensive domain expertise to address challenges across industries.
  • Powered by the latest AWS AI services – You benefit from Amazon Web Services (AWS) agentic AI solutions built with Amazon Bedrock, Strands Agents, and Amazon Bedrock AgentCore.
  • Streamlined procurement – You get simplified procurement, consolidated billing, and purchases through AWS Marketplace that count toward your existing AWS spending commitments.

Introducing the latest PAF solutions

The latest Partner Agent Factory cohorts span seven agentic AI solutions from four AWS Partners, covering multilingual document analysis, video intelligence, AI governance, customer service, financial services, retail optimization, and clinical documentation. You can now access these solutions in AWS Marketplace.

MegazoneCloud: AIR Document Translation

AIR Document Translation (ADT) is an AI-powered multi-agent solution that streamlines enterprise document translation from end to end. From document analysis and guideline generation to translation, quality verification, and professionally formatted output, ADT delivers consistent, high-quality results with minimal manual effort while maintaining expert oversight at every stage. AIR Document Translation in AWS Marketplace.

MegazoneCloud: SPACE LENS

SPACE LENS is a video intelligence solution that transforms untapped video archives into high-value business assets. Using natural language queries, SPACE LENS automatically orchestrates the optimal analysis path to extract actionable insights and structured data from video content, eliminating the complexity of model selection while significantly reducing time and costs. SPACE LENS in AWS Marketplace.

MegazoneCloud: AIR Agent Governance

AIR Agent Governance (AAG) is an enterprise AI agent governance platform built on Amazon Bedrock AgentCore and Strands Agents. AAG enables organizations to centrally manage the full AI agent lifecycle, from registration and approval through deployment, operations, audit, and cost governance, helping enterprises scale AI agents with confidence and control. AAG in AWS Marketplace.

MegazoneCloud Logo

“Co-innovating with the AWS Generative AI Innovation Center (GenAIIC) through the Partner Agent Factory (PAF) program was a transformative experience for MegazoneCloud. We collaborated across architecture, governance, and go-to-market strategy, rapidly evolving agentic AI patterns into enterprise-ready solutions. Combining MegazoneCloud’s generative AI capabilities and industry experience with the deep expertise of GenAIIC enables us to deliver solutions that address real business challenges for enterprise customers.” – Doug Yeom, President and CEO, MegazoneCloud

Nubiral: Nubi Agentic Concierge

Nubi Agentic Concierge is an AI-powered virtual agent that autonomously resolves repetitive customer inquiries across web, WhatsApp, Slack, and other channels. The solution handles thousands of simultaneous conversations in real time, with responses grounded in your organization’s documents and APIs, and an auditable reasoning chain for regulated industries. Nubi Agentic Concierge in AWS Marketplace.

Nubiral Logo Vertical“Collaborating with the AWS Generative AI Innovation Center (GenAIIC) through the Partner Agent Factory (PAF) was a genuinely eye-opening experience—a true example of co-innovation turning into real business impact. Together, we built the Nubi Agentic Concierge by combining Nubiral’s enterprise expertise with the expert guidance of GenAIIC. We reached 98.9% retrieval precision and resolved 70% of interactions autonomously, demonstrating what enterprise AI can deliver in the region. Latin America’s enterprises are ready for AI tailored to their needs, and this collaboration with AWS empowered us to bring that to market.” – Maximiliano Giacri, Co-founder and CEO, Nubiral

Loka: MedEncAI – Encounter Assistant

Loka MedEncAI – Encounter Assistant is an autonomous clinical documentation agent built on Amazon Bedrock AgentCore and Strands Agents. MedEncAI transforms physician–patient encounter audio into structured, coded, evidence-linked clinical notes in under 2 minutes, with built-in hallucination verification and self-correction against a clinical rubric. MedEncAI – Encounter Assistant in AWS Marketplace.

Loka Logo“The Partner Agent Factory is exactly the kind of program the industry needs to hold clinical documentation to a higher standard. The GenAIIC team brought rigorous, multistage reviews across architecture, evaluation methods, and reliability, with feedback that was detailed, attentive, and genuinely elevated the outcome. For Loka, that collaboration helped shape MedEncAI, our agentic medical documentation solution now available in AWS Marketplace. PAF gave us confidence that what we’re shipping to ISVs has been rigorously reviewed by a team that holds the bar as high as we do.” – Paul Englert, Chief Technology Officer, Loka

NorthBay: Agentic Financial Intelligence Engine (AFIE)

The Agentic Financial Intelligence Engine (AFIE) transforms natural language questions into actionable insights across heterogeneous financial data sources. AFIE delivers a comprehensive enterprise view that surfaces opportunities, risks, and operational improvements. C-suite executives and key stakeholders gain personalized, interactive insights with transparent, verifiable logic behind every recommendation. AFIE in AWS Marketplace.

NorthBay: Retail AI Agentic Platform

The Retail AI Agentic Platform synthesizes diverse data sources into a unified enterprise view for mid-market and enterprise retailers. It surfaces stockout risks, promotional opportunities, and pricing optimizations across the retail value chain. Merchandising, supply chain, and operations teams gain actionable recommendations to move faster on demand, inventory, and pricing decisions. Retail AI Agentic Platform in AWS Marketplace.

NorthBay Logo“With the technical expertise and structured guidance of GenAIIC at every milestone, PAF enabled us to advance two agentic AI solutions from concept to marketplace readiness through deep collaboration. AFIE provides financial services leaders with an interactive view across operational data, and our retail platform enables consumer goods teams to act decisively across demand, inventory, and pricing. PAF provides us the structure and rigor to deliver with confidence.” – John Flavin, Chief Operating Officer, NorthBay Solutions

 

Get started

Whether you’re looking to deploy agentic AI or build the next solution, Partner Agent Factory offers a clear path forward.

  • For customers – Explore validated AI agent solutions in AWS Marketplace and find offerings that match your organization’s priorities. Deploy with simplified procurement, consolidated billing, and purchases that count toward your AWS spending commitments.
  • For AWS Partners – AWS software and services partners with compelling agentic solutions and demonstrated business value are invited to co-innovate through the PAF program. Partners in the program get hands-on technical collaboration with the Generative AI Innovation Center, a validated path to listing in AWS Marketplace, and go-to-market support to reach enterprise customers. Visit the AWS Generative AI Innovation Center to learn more, or contact the GenAIIC PAF team at genaiic-partners@amazon.com to apply.

Learn more about the Generative AI Innovation Center and how it helps organizations build purpose-built agentic solutions.

About Authors

Cher Simon

Cher Simon is a Principal Deep Learning Architect at the AWS Generative AI Innovation Center, where she helps customers and AWS Partners build enterprise-scale AI/ML solutions. A published author, she is dedicated to advancing AI through cloud-native innovation.

Mohamed (Mo) F. Ahmed

Mohamed (Mo) F. Ahmed leads the Startup Practice at the AWS Generative AI Innovation Center, partnering with founders and high-growth companies to take generative AI from prototype to production. He runs a senior, globally distributed team spanning NAMER, EMEA, and APJ, blending deep applied science with partner and go-to-market strategy. Across more than 200 engagements, his team has built a pattern library for what actually works in real generative AI deployments—and treats startup architecture choices as a leading indicator for where AWS goes next.

Prabhu Gururajan

Prabhu Gururajan leads the Partner Innovation Alliance program at the AWS Generative AI Innovation Center, helping global partners build scalable generative AI solutions that deliver measurable customer outcomes. He drives initiatives like the Partner Agent Factory and is passionate about scaling innovation, building high-impact partnerships, and turning emerging AI capabilities into repeatable go-to-market motions.