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AWS Agentic Process Transformation

Reimagine business processes with AI agents — quantify value first, then build

Overview

AWS Agentic Process Transformation (APT) is a methodology for reimagining complex business processes — the ones that require human judgment, reasoning, and decision-making — into intelligent, autonomous operations powered by AI agents. Unlike traditional automation that digitizes existing workflows, APT helps you rethink operations from the ground up — combining AI agents and human expertise to drive measurable improvements in business value. 

With APT, you get a proven framework, deep expertise from AWS Partners, and the technical foundation to move from concept to production. The approach guides you through three phases — Assess, Reimagine, and Deploy — so you can quantify business value before implementation begins, accelerate time to production, and deliver governance and observability from day one. 

To qualify, partners need line-of-business process expertise, process domain knowledge, and AWS AI services expertise to engage the team.

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APT by the numbers

fewer than of generative AI initiatives reach production today — APT closes this gap

reduction in average handling time achieved with APT

weeks from assessment to production-ready AI agents

Benefits

Why partners and enterprises choose APT to move from manual processes to production-grade AI agents.

Quantify value before you build

Start with a Business Value Assessment that maps your processes, identifies pain points, and projects ROI — all before implementation begins. You invest in proven outcomes, not experiments. 

Reimagine, don’t just automate

Go beyond digitizing broken processes. APT helps you rethink operations with AI agents that reason, decide, and act — handling the complexity that traditional RPA and workflow tools cannot. 

Accelerate time to production

Move from assessment to production-ready agents in weeks, not months. The outcomes-first approach eliminates wasted investment in concepts that never scale. 

Deploy with governance built in

Production-ready AI agents include configurable guardrails, human-in-the-loop controls, hallucination detection, and continuous monitoring — so you can scale with confidence in regulated environments. 

How it works – Assess, Reimagine, Deploy

Assess your automation potential

Identify where agentic transformation delivers the greatest business value across your operations. AWS and our partners evaluate your existing workflows, data readiness, and process maturity to pinpoint high-impact opportunities. You leave with a prioritized roadmap that maps processes to measurable outcomes.

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Reimagine your workflows

Break processes into agent-powered micro-steps using the APT methodology. Through collaborative workshops, you design next-generation workflows with AI agents at the center — not as bolt-on automation, but as the primary workforce. You define agent roles, success metrics, and orchestration patterns that map directly to your business outcomes. 

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Deploy and scale to production

Deploy production-ready agentic solutions with governance, guardrails, and observability built in. AWS Partners — consulting firms, systems integrators, and ISVs — execute the deployment using proven patterns and repeatable architectures. Scale from initial deployment to organization-wide adoption. 

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Use cases

Claims and document processing

Reimagine high-volume document workflows with intelligent agents that extract, validate, route, and process information autonomously. APT delivers human-in-the-loop governance for regulated environments while reducing handling time and improving accuracy. Common processes include insurance claims adjudication, prior authorization, benefits verification, and document-intensive compliance workflows. 

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Supply chain and operations

Deploy agentic AI across procurement, logistics, and operational workflows. APT reimagines fragmented, manual supply chain processes into orchestrated, autonomous operations that adapt in real time to changing conditions and exceptions. 

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People operations

Reimagine HR and workforce management processes with agentic AI. From employee onboarding to benefits administration, APT reduces administrative burden, improves employee experience, and frees HR teams to focus on strategic work. 

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Built on AWS AI Services

Enterprise-grade infrastructure purpose-built for production AI agent deployment.

    Production-grade agent orchestration, hosting, and lifecycle management with managed operations.

    Configurable safeguards for content filtering, hallucination detection, and policy enforcement. 

    Open-source SDK for building high-performance agentic applications with tools and memory.

    Process-owner interface for working with agents, skills, and workflows. 

    Hands-on labs and accelerators for partner enablement and technical training. 

Learn more

To explore how APT can reimagine your business processes, contact your AWS account team.

Build your own APT solution

Explore the full APT pipeline — from process document to deployed agents — in a hands-on workshop. Click to get here to get started!

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