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Four homesfor a message

EngageX, CDS, SES, and AgentCore.

Talk to us

Each job

Missed calls, codes, receipts, and refunds each have a home. We build that home.

Four offers

EngageX

Manhattan at dusk, office and apartment windows lit above the evening traffic
  • An AI desk on Amazon Connect Customer.
  • Voice, web chat, SMS, WhatsApp, and email.
  • Plans from $699 a month.
  • Answering for TARPS NOW, Henné Organics, and Prorollers.
  • A person takes the thread when the AI cannot answer.
  • See the EngageX plans

Communication Developer Services

Diagram separating a coding agent used for setup from a customer-facing messaging agent
  • SES for email. SMS, RCS, and WhatsApp for the phone.
  • Inbound events land on Amazon SNS or EventBridge.
  • An agent may look up an order. It may not refund.
  • No published SMS, RCS, or WhatsApp engagement yet.
  • Registration sets the launch date, not the code.
  • Plan the channels
City at night. The desk still answers the line.

Where it goes

SMS

First, it goes out as SMS, or RCS with SMS behind it.

CDS

Then, Communication Developer Services sends it.

No model

Next, a code is not a conversation.

No person

Last, nothing here needs a person to approve it.

One-time code

SMS. First, it goes out as SMS, or RCS with SMS behind it.

CDS. Then, Communication Developer Services sends it.

No model. Next, a code is not a conversation.

No person. Last, nothing here needs a person to approve it.

Order status

Thread. First, the reply stays in the open thread.

CDS. Then, that same channel carries the answer.

AgentCore. Next, the agent may look the order up.

No person. Last, a lookup is not a refund.

Receipt

Email. First, a receipt is too long for an SMS.

SES. Then, Amazon SES sends it.

No agent. Next, it is mail, not a conversation.

No person. Last, the receipt itself needs no approval.

Refund

Propose. First, the desk or the thread may only propose it.

AgentCore. Then, Gateway blocks the write.

Person. Next, a named person approves the change.

Paid. Last, the money moves only after that yes.

Missed call

EngageX. First, the desk answers the call.

Connect. Then, Amazon Connect Customer holds the channel.

Bedrock. Next, Bedrock answers what it can.

Person. Last, a person takes over when it cannot.

Answering for

TARPS NOW, Henné Organics, and Prorollers.

The mail volume we have published is TargetBay, 200 million-plus emails a month on Amazon SES.

Integration guides

Commerce Platforms

Shopify Integration with AWSConnect Shopify to AWS for AI agents and analytics — EventBridge webhook delivery, Admin GraphQL API, idempotent order processing, and the join keys agents need to be useful rather than dangerous.Commerce

ERP & Back Office

NetSuite Integration with AWSBring NetSuite cost, vendor and fulfilment data into AWS — SuiteQL and SuiteTalk REST, token-based auth, governance limits, and the landed-cost join that margin agents depend on.ERP

AI & Agent Frameworks

LangChain and LangGraph on AWSRun LangChain and LangGraph on Amazon Bedrock and AgentCore — where the framework earns its keep, where a plain control loop wins, and how to keep agent code debuggable at 3am.AI

Observability & Monitoring

Datadog with AWSDatadog on AWS in 2026: unified observability for CloudWatch, EKS, Lambda, Bedrock LLM workloads, and security posture across multi-cloud estates.Observability

CI/CD & Supply Chain

GitHub Actions with AWSGitHub Actions to AWS in 2026: OIDC keyless auth, Artifact Attestations, Immutable Actions, ARM runners, and reusable workflows to ECS, Lambda, EKS.CI/CD

Infrastructure as Code

Terraform on AWSTerraform + AWS in 2026: Stacks GA, ephemeral values, provider-defined functions, Test Framework, OpenTofu 1.8 encryption — vs CDK and CloudFormation.IaC

Containers & Kubernetes

Kubernetes on AWS (EKS)Amazon EKS in 2026: Auto Mode GA, Hybrid Nodes, Karpenter 1.0, Pod Identity, Graviton-first node pools, and ECR enhanced scanning — cheaper, safer K8s.Containers

Data Platforms

Snowflake on AWSSnowflake + AWS in 2026: Cortex Analyst, Iceberg Tables on S3, Hybrid Tables, Snowpark, Polaris Catalog — vs Redshift, Athena, SageMaker Lakehouse.Data

Databases & Vector Search

MongoDB with AWSMongoDB Atlas on AWS in 2026: MongoDB 8.0, Vector Search GA, Stream Processing, Queryable Encryption, Edge Server — vs DynamoDB, OpenSearch, pgvector.Databases

Identity & Access

Okta Identity Management with AWSOkta + AWS in 2026: Workforce Identity SSO into IAM Identity Center, Identity Threat Protection, ISPM, Device Access, passkeys, and Verified Access.Identity

Payments & Financial

Stripe Payments on AWSStripe + AWS in 2026: Optimized Checkout, Adaptive Acceptance, Radar ML, Issuing, Terminal Cloud — integrated with Lambda, API Gateway, EventBridge.Payments

CRM & Customer Data

Salesforce Integration with AWSSalesforce + AWS in 2026: Agentforce 2.0 with Lambda, Data Cloud Zero-Copy with S3 Tables and Iceberg, Einstein Trust Layer, and Amazon Connect CTI.CRM

Secrets & Encryption

HashiCorp Vault on AWSHashiCorp Vault on AWS: dynamic DB credentials, transit-engine encryption, HCP Vault Secrets, and EKS Secrets Operator vs AWS Secrets Manager guidance.Secrets
A warehouse aisle of boxed stock on high shelves, with a row of picking carts
Stock the guides connect to: orders, inventory, and the systems behind them.

Common questions

Is EngageX a different product from Amazon Connect? EngageX is how FactualMinds packages Amazon Connect Customer, Amazon Bedrock, and your systems of record into one desk. On the Own It plan it runs in your AWS account. Migrations, Cases, and Contact Lens on an existing Connect instance still run as consulting.

When is Communication Developer Services the right buy instead of EngageX? Choose EngageX when you want the desk: voice, chat, SMS, WhatsApp, and email, from $699 a month. Choose Communication Developer Services when you want the send path in your own account, with registrations, SES for receipts, and an agent that may look up an order but may not refund. You do not have to take both.

Where does Amazon SES sit in that stack? SES is the email channel inside Communication Developer Services. Receipts and long answers go there, not into an SMS. It is also its own engagement: authentication, inbox placement, migration, and queued sending. The volume we have published is TargetBay, at 200 million-plus emails a month.

What does AgentCore do that a chatbot does not? AgentCore is the substrate. An isolated runtime, a Gateway every tool must pass, memory with access control, and the caller’s identity on the request. A refund or a price change is a permission evaluated outside the model. We have not published an agent delivery case study. The pricing calculator is the public way to read the bill.

Do we have to replace our CRM or ERP? No. EngageX connects to Salesforce, HubSpot, Dynamics, SAP, and NetSuite and keeps them in sync. Orders and quotes stay where they already live.

Are you an AWS Communication Developer Services partner? No. FactualMinds is an AWS Select Tier Services Partner and an AWS Marketplace seller, with 50 or more AWS certifications on staff. We build on Communication Developer Services. We hold no designation for it, and we have no published SMS, RCS, or WhatsApp engagement. Our production messaging proof is Amazon SES.

What changed with Bedrock Agents Classic? On June 30, 2026 AWS renamed the original Bedrock Agents to Bedrock Agents Classic. It entered maintenance for new customers after July 30, 2026. Existing Classic deployments keep running. Net-new agents should start on AgentCore.

What must a person still approve? A refund, an address change, or a price change. The agent may look up an order and propose the change. Gateway will not let it complete the write. On EngageX, a claim, a technical question, or a VIP routes to a person with the conversation attached.

Which homefits this

Talk to usorSee EngageX

A working session on your channels, or EngageX plans from $699 a month.

Night photograph: “New York at night” by Don Ramey Logan,CC BY 4.0, viaWikimedia Commons, cropped. Warehouse aisle by Shixart1985,CC BY 2.0, viaWikimedia Commons. “City at night” clip by YouTube user Editor,CC BY 3.0, viaWikimedia Commons.