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BP-005Productivity

AI Email Automation

Triage, draft, summarize, and act on email automatically.

Project range
$4,000–12,000
AWS running cost
$40–250/mo
Time to deploy
3–5 weeks
Best-fit industries
Professional services, Real estate

Executive summary

An assistant that reads inbound email, detects priority and intent, drafts context-aware replies, summarizes long threads, schedules meetings, and creates tasks. It keeps the inbox under control and turns email into structured action.

Business problem

Email is a firehose. Important messages get buried, replies are slow, and staff spend hours triaging, summarizing threads, and copying action items into other tools by hand.

Architecture

AWS services

Amazon SES

Integration
  • Inbound receipt rules
  • Sending drafted replies and confirmations

Amazon S3

Storage
  • Raw email storage
  • Attachment handling

AWS Lambda

Compute
  • Triage, drafting, summarization orchestration

Amazon Bedrock

AI / ML
  • Priority + intent detection
  • Reply drafting
  • Thread summaries

Amazon DynamoDB

Database
  • Thread state
  • Contact context

Amazon EventBridge

Messaging
  • Task creation and meeting-scheduling events

Amazon CloudWatch

Observability
  • Logs, metrics, alarms

Data flow

  1. 1

    Inbound email hits an SES receipt rule and lands in S3, triggering Lambda.

  2. 2

    Bedrock detects priority and intent and summarizes the thread.

  3. 3

    For actionable mail, Lambda drafts a reply, proposes meeting times, or creates a task via EventBridge.

  4. 4

    High-priority items are surfaced immediately; routine ones are handled or queued.

  5. 5

    Approved drafts are sent via SES; state is tracked in DynamoDB.

Security considerations

  • Email content encrypted at rest; least-privilege access.
  • Human-approval mode for outbound replies until trust is established.
  • Sender authentication (SPF/DKIM/DMARC) for deliverability and anti-spoofing.
  • Configurable retention and redaction of sensitive content.

Cost considerations

  • SES is inexpensive (fractions of a cent per email).
  • Bedrock inference for triage/drafting is the main variable cost.
  • Serverless components idle at ~$0.

Scalability

  • Scales with mailbox volume via serverless fan-out.
  • Per-user and per-team routing rules.
  • Add channels (shared inboxes, support aliases) without redesign.

Deployment roadmap

Phase 1 — Rules & tone

Week 1
  • Define priority rules, reply tone, and guardrails
  • Set up SES receipt + sending

Phase 2 — Build

Weeks 2–3
  • Triage, drafting, summarization, scheduling
  • Task integrations

Phase 3 — Assist → automate

Weeks 4–5
  • Start in draft-only mode
  • Graduate trusted flows to auto-send

Future enhancements

  • Calendar integration for real availability.
  • Auto-labeling and folder organization.
  • CRM logging of every customer email.
  • Sentiment-based escalation to a human.