IBRAHIM
An autonomous B2B sales outreach agent with a cinematic command centre — prospecting to follow-up, end to end.
The problem
A real printing business needed a B2B pipeline, but outreach done properly — research the prospect, personalise the message, follow up on time, classify every reply — consumes a full-time human. Done cheaply, it's spam. The business needed the quality of a diligent SDR at the cost of a server.
The system
IBRAHIM discovers prospects (including a native maps scraper that grid-searches whole districts), enriches them, and generates personalised outreach — with AI-designed mockups attached, gated by an art-director QA agent so nothing below agency-grade ever ships.
Replies flow back through a classifier: interested, not-now, unsubscribe, bounce. Hot leads escalate to a human instantly; dead addresses auto-suppress; everything else is scheduled for follow-up.
A voice-first bilingual assistant fronts the whole engine — ask it for pipeline status, launch a campaign, or review today's replies in conversation.
Results
- Runs a real outreach pipeline for a live business — capped, rate-limited, and reply-classified.
- 45 verified prospects ingested from a single district grid-scrape in one run.