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Sales Automation • Active

SDR: AI SDR

Autonomous AI SDR agent that discovers prospects via HubSpot, researches them, crafts personalized email sequences, sends via Gmail, monitors replies, and books meetings on Google Calendar.

Live system: Agent-based architecture where specialized agents handle different stages of the outbound sales funnel. Campaign state persists to disk for resumability. All in…

25+
Prospects/Run
5-touch
Sequence Touches
Real-time
Response Monitoring
Automated
Meeting Booking
Free 20-min discovery + 48h ROI audit Production-grade, not a demo2 weeks to first value
✓
✓
✓
HubSpot prospect pull working • Draft mode for initial testing • Borderline flagged
Why this vs status quo
Do nothing
25+ lost
Manual Sales Automation
Build in-house
6–12 months
Hire + maintain
SDR
5-touch
Weeks, not months
Prospect Discovery • Email Sequences
Save ~10×

What ships

  • Prospect Discovery — Pulls prospects from HubSpot based on lifecycle stage, ICP f…
  • Email Sequences — Generates personalized multi-touch cold email sequences with…
  • Reply Monitoring — Continuously monitors Gmail for prospect replies, classifies…
  • Meeting Booking — Automatically proposes meeting slots via Google Calendar whe…
  • Prospect Scoring — Hot/Warm/Cold scoring based on ICP matches, recent triggers …
  • Campaign State — Persists campaign progress to disk, enabling resume across s…

Human signs every critical step • Audit trail included

Sample output & architecture

SDR — Production Blueprint
Dated 18 Aug 2026 • #SDR-2026-041
Prospects/Run: 25+Sequence Touches: 5-touchResponse Monitoring: Real-timeSales Automation
Agents
Research Agent • Sequence Agent • Send Agent
Stack
Composio, HubSpot API, Gmail API, Google Calendar API
Workflow preview
1. Config Load2. User Auth3. Prospect Pull4. Research & Score
Data flow: Config → Auth → Prospect Pull → Research & Score → Sequence Gen → Send → Monitor Replies → Book Meetings
Composio + Any AI Agent • Composio provides unified access to HubSpot, Gmail, and Googv1.0 • Audit trail

Why Composio + Any AI Agent wins

Composio provides unified access to HubSpot, Gmail, and Google Calendar with built-in auth management. Works with any AI agent — Claude Code, OpenCode, Kilo, or Hermes — via our backend.

Alternatives: undefined

How SDR works — Instant to first value

Config Load → User Auth → Prospect Pull → delivery. Full 8-step trail collapses below.

01 • Instant
Config Load
Read ICP criteria, sequence settings, scoring thresholds, and scheduling preferences from config.yaml.
02 • < 5 seconds
User Auth
Authenticate via Supabase to verify access and load campaign state.
03 • < 1 minute
Prospect Pull
Fetch prospects from HubSpot matching lifecycle stage and activity recency filters.
Full 8-step audit trail
1
Config Load • Instant
Read ICP criteria, sequence settings, scoring thresholds, and scheduling preferences from config.yaml.
2
User Auth • < 5 seconds
Authenticate via Supabase to verify access and load campaign state.
3
Prospect Pull • < 1 minute
Fetch prospects from HubSpot matching lifecycle stage and activity recency filters.
4
Research & Score • < 2 minutes
Enrich prospects with company data and score against ICP criteria with trigger-based hot/warm/cold classification.
5
Sequence Generation • < 5 minutes
Generate personalized email sequences for each qualified prospect with appropriate touch count and spacing.
6
Email Sending • Scheduled
Send emails via Gmail with proper scheduling, throttling, and tracking.
7
Reply Monitoring • Every 4 hours
Check Gmail for new replies, classify responses, and update campaign state.
8
Meeting Booking • On positive reply
When prospects reply positively, propose meeting slots and book via Google Calendar.

Which Sales Automation use case is yours?

Tap your model — see the exact hinge we test.

B2B Outbound

Scale personalized cold outreach to targeted prospects with minimal manual effort.

Do nothing
25+ wasted
  • • Manual Sales Automation process
  • • No audit trail
  • • No evidence for inspector/investor
Build in-house
6–12 months • Hire team
  • • Hire + train + maintain
  • • No re-run if product changes
  • • Hard to show investor quickly
SDR — 5-touch
8 steps • Agents • Evidence
  • Prospect Discovery
  • Email Sequences
  • Daily watch + re-run

Multi-agent mesh — orchestrated

Live system presentation

SDR · Agent Mesh

ORCHESTRATORSales AutomationResearchACTIVESequenceNODE 02SendNODE 03ResponseNODE 04CalendarNODE 0512345678
Step 1Instant

Config Load

Read ICP criteria, sequence settings, scoring thresholds, and scheduling preferences from config.yaml.

ICP definitionSequence parametersScoring rulesSchedule settings

Objections, answered

If it’s not answered, you’ll hesitate. So we answer it here.

Autonomous AI SDR agent that discovers prospects via HubSpot, researches them, crafts personalized email sequences, sends via Gmail, monitors replies, and books meetings on Google Calendar. Delivered as 5 specialized agents + 8-step workflow. You get Prospect Discovery + Email Sequences and a dated evidence trail.
Production in 2 weeks • Audit trail

Get SDR live — without the Sales Automation drag.

Autonomous AI SDR agent that discovers prospects via HubSpot, researches them, crafts personalized email sequences, sends via Gmail, monitor… Implementation: Core Infrastructure → Prospect Engine → Outreach Automation → Response & Booking.

Questions? Talk to a human • Responses in < 24h • Human signs every critical step

Evidence + audit trail•Composio + Any AI Agent•Deterministic — LLM only for rationale