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AI agent feeding the sales team with weekly leads
AI Agent
Lead generation
B2B
Automation
Python

AI agent feeding the sales team with weekly leads

A weekly stream of B2B leads with buying signals

Klient

Advisory / interim management firm

Branża

B2B Advisory / Sales

Zakres usługi

AI Agent / Lead Generation

Czas realizacji

approx. 1 week

Przegląd projektu

The sales team spent hours manually hunting for companies with buying potential, and every rep did it differently. We built an agent that automatically gathers market signals, filters them against the ideal customer profile, scores them and delivers a ready list with an assigned owner every week.

Wyzwanie

A steady flow of valuable leads required solving several problems at once.

Manual research does not scale

Every rep scanned press and LinkedIn differently - no repeatability and a lot of wasted time.

Catch the signal before the press

The most valuable events (board changes, expansions) must be caught earlier than competitors do.

Weak mid-market coverage

Commercial tools poorly cover private companies above 100M PLN in revenue and are expensive.

Legal and GDPR compliance

Data collection had to respect source terms of service and GDPR.

Nasze rozwiązanie

The agent works in clear steps - from profile definition through signal collection to delivering a ready list.

1

Define ICP and signals

We translated the client criteria (revenue, industry, capital, region) and buying-event areas into agent rules.

2

Three-layer sources

Official registries as hard signals, business RSS feeds and news search engines as catch-all - together covering most of the market.

3

AI filter and scoring

The model evaluates each lead against the ICP, classifies the signal type, assigns a 1-5 score and suggests a contact person.

4

Delivery to the team

Every week new rows land in the sheet, already assigned to the right owner, with a Monday-morning notification.

Describe what you want to improve - quote in 24h

Tell us what you need - automation, integration, AI agent or application. You get a concrete quote for exactly what you want: what we'll do, what it costs and when it starts.

Czas realizacji

approx. 1 week

Zakres usługi

AI Agent / Lead Generation

Technologie

Python
RSS (feedparser)
Registries and news search
Claude (Agent SDK)
Google Sheets API
VPS + cron

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