
Putkimaatti
AI SDR + Research Agents Turn Dormant Data into Sales-Ready B2B Leads
Challenge
The client had 5,000–6,000 under-used B2B contacts in storage but no scalable way to activate them.
Manual outreach was slow, inconsistent, and not suitable for validating outbound at scale.
Solution
We deployed our AI SDR system combining research crawler agents, AI-powered lead list building, and automated cold email outreach in a 2-month pilot.
What We Did
AI Research & Enrichment Agents
Cleaned and enriched the full dataset
Crawled company websites to identify decision-makers
Verified roles, emails, and company data
A sales-ready lead list
AI SDR Cold Email Engine
Built hyper-personalised, multi-step outbound sequences
Set up deliverability-safe sending infrastructure
Centralised inbox for real-time sales replies and meeting booking
Continuous AI-driven message optimisation during the pilot
Key Results (2-Month Pilot)
45–60% open rates
6–10% reply rates
3–5% positive replies
20–40 qualified sales conversations booked
Thousands of dormant contacts converted into actionable B2B leads
Impact
Turned existing data into a reusable AI-built lead asset
Validated a scalable AI SDR outbound channel
Reduced dependence on manual SDR work and paid acquisition
Created a foundation for continuous, automated pipeline generation
Why It Works
Our AI SDR doesn’t just send emails.
It researches, enriches, personalises, and optimises, turning raw data into revenue-ready conversations.
Results
20–40 qualified sales conversations booked
Turned existing data into a reusable AI-built lead asset
Reduced dependence on manual SDR work and paid acquisition
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