AWS Gen AI · Agentic Workflows

Turn Gen AI from proof-of-concept into production reality.

We design and implement agentic workflow automation on AWS — end-to-end, from discovery to handover — for mid-market enterprises that can't afford another failed POC.

87%

of enterprise AI POCs never reach production

$500K

average annual cost of a 10-person workflow that can be automated

6–18mo

typical timeline from POC to abandoned project

Most enterprises have already funded an AI experiment that went nowhere. The failure isn't the technology — it's the gap between what a model can do in a notebook and what it takes to run reliably in production, integrated into real systems, with real accountability.

What we do

End-to-end delivery. No hand-offs to a generalist team.

01

Discovery & Process Mapping

We identify the highest-ROI automation targets in your operation: manual, multi-step knowledge workflows that are expensive, error-prone, or bottlenecked on human decisions.

02

Solution Architecture

We design agentic pipelines on AWS Bedrock, Step Functions, and Lambda — with clear handoff points, human-in-the-loop escalation, and auditable state that your team can reason about.

03

Build & Handover

We ship production-grade systems, not demos. Every engagement ends with working code, runbooks, and enough internal capability transfer that you can operate what we build.

How it works

From scoping call to working system.

01

Scoping call

30 minutes to assess fit, identify 2–3 candidate processes, and agree on a discovery scope.

02

Paid discovery

1–2 week deep-dive: process walkthroughs, architecture options, cost and risk estimates.

03

Implementation

Iterative build on your AWS account. Weekly reviews, working software at every checkpoint.

04

Handover & support

Runbooks, team walkthroughs, and a defined support window so you're never left holding the bag.

Technology

AWS-native, all the way down.

We build on services your team already has access to — no net-new vendor relationships, no black-box platforms, no lock-in beyond what you already have with AWS.

Foundation modelsAWS Bedrock
OrchestrationStep Functions
ComputeLambda · ECS · Fargate
ObservabilityCloudWatch · X-Ray
DataS3 · DynamoDB · RDS
Auth & identityIAM · Cognito
Ready to start?

Let’s talk about your process.

A 30-minute scoping call to determine fit — no sales deck, no pitch. We figure out together whether there's a project worth doing.

hello@yytechnologies.ai