Reference builds

Two production-style operational workflows.

These reference diagrams show how we structure real customer-facing workflows: voice intake and web lead capture. Each uses official AWS service icons, maps data flow left to right, and reflects production-style AWS deployments you can extend over time. Where models help—summaries, qualification—they are optional layers on top of reliable intake, storage, and notifications—not autonomous “agents” running your business.

MVP 1

Voice intake & reception automation

Inbound calls are handled by Amazon Connect, captured by a Node.js Lambda, stored in DynamoDB, and pushed to the team via SNS email alerts. Optional model-assisted summaries can be added where they help staff respond faster. Provisioned with AWS CDK (CloudFormation).

  • Pattern: managed voice + serverless backend
  • IaC: AWS CDK (TypeScript) → CloudFormation
  • Runtime: Node.js 20 Lambda, on-demand DynamoDB, Amazon Connect
  • Growth path: CRM webhooks, Lex, additional flows
Reference build: voice intake and reception workflow (AWS).
MVP 2

Web lead capture & follow-up

Website visitors submit a lead form to an HTTP API. Lambda validates the payload, qualifies the request (rules-based with optional model scoring), writes to DynamoDB, and sends a notification email through SES. Static frontend hosted separately (Amplify, S3, or CMS embed).

  • Pattern: HTTP API + serverless processor
  • IaC: AWS SAM → CloudFormation
  • Runtime: Python 3.12 Lambda, HTTP API, DynamoDB with PITR, X-Ray tracing
  • Growth path: CRM integration, WAF, additional qualification rules
Reference build: web lead capture and follow-up workflow (AWS).
Compare at a glance

Same delivery discipline, different channel.

Voice intake

Best for businesses that live on the phone: after-hours capture, routing by intent (appointment, sales, support, urgent), and immediate staff alerts with structured summaries.

Web lead capture

Best for marketing sites and landing pages: structured lead intake, qualification (rules or optional model assist), durable storage, and email notifications without running servers.

Both builds are serverless-first, use managed AWS services, and are designed to plug into CRM, messaging, and additional workflows as your operation grows.

Want a walkthrough?

We can demo either build on a call.

Ask for a live walkthrough, deployment checklist, or a diagram scoped to your environment and growth plans.

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