Sales Operations
OUTREACH
Autonomous outreach system powered by distributed AI agents that perform deep OSINT research on target companies, profile key stakeholders, and generate hyper-personalized emails at scale with full review-to-send workflow.
Industry
Sales / Marketing
Timeline
4 weeks
Key Metric
10x
Result
Faster Email Outreach
The Challenge: The Personalization Paradox
Sales teams face an impossible trade-off: send generic mass emails that get ignored, or spend hours crafting personalized outreach that doesn't scale. A typical SDR spends 2-3 hours per day just writing and personalizing cold emails, leaving little time for actual selling.
The problem compounds with research. Effective personalization requires understanding each prospect's company: recent news, product launches, pain points, and opportunities. Sales reps were maintaining scattered notes in spreadsheets, losing context between touchpoints, and starting from scratch with every outreach campaign.
Existing email automation tools offered mail merge and templates, but the output felt robotic. Prospects could spot a mass email instantly, and response rates were plummeting below 2%. The team needed personalization at scale without sacrificing authenticity.
The Solution: Autonomous Research-to-Outreach Pipeline
OUTREACH deploys a distributed network of AI agents that autonomously research target companies and profile key stakeholders from OSINT sources. The system synthesizes intelligence into hyper-personalized emails that read like they were hand-crafted by someone who truly understands the recipient.
Distributed Research Agents: A coordinated network of AI agents performs deep OSINT reconnaissance across dozens of sources including LinkedIn, Crunchbase, news outlets, SEC filings, patent databases, and social media to build comprehensive company intelligence profiles
Key Person Profiling: Dedicated profiling agents analyze each stakeholder's background, career trajectory, published content, speaking engagements, and online presence to identify conversation hooks and personalization angles
Contact Management: Organize contacts by company with roles and email addresses. Full relationship context preserved across campaigns
AI Email Generation: Claude crafts personalized emails using the aggregated research and person profiles. Each email is unique, referencing specific details that demonstrate genuine understanding of the recipient
Review Workflow: Draft → Approve → Send pipeline with inline editing. Bulk actions for efficient processing of large campaigns
Delivery Integration: Send via Resend with full tracking. Message IDs stored for deliverability monitoring and follow-up automation
The Results
Time Writing Emails
Response Rate
Personalized Emails Sent
Beyond the Numbers
- ✓Sales reps spend time selling instead of writing
- ✓Every email references specific company details, eliminating the 'mass email' feel
- ✓Research compounds over time as intelligence accumulates per company
- ✓Full audit trail of all communications for CRM integration
- ✓Consistent brand voice across the entire sales team
Tech Stack
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