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
Inbound email hits an SES receipt rule and lands in S3, triggering Lambda.
- 2
Bedrock detects priority and intent and summarizes the thread.
- 3
For actionable mail, Lambda drafts a reply, proposes meeting times, or creates a task via EventBridge.
- 4
High-priority items are surfaced immediately; routine ones are handled or queued.
- 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.