Our product · Multi-agent AI
LeadForge
A seven-agent AI pipeline that turns an industry and a city into a ranked, outreach-ready lead list.
Screens from a local run of a real scan. Business names, websites and emails are blurred.
- Type
- Our own product
- Our role
- Product, AI agents, backend, frontend
- AI
- AWS Bedrock (Converse API)
- Status
- Working product — demos on request
The problem
What needed solving
Agencies and B2B sales teams spend hours prospecting by hand: searching maps, opening websites one by one, checking whether a business advertises, and guessing what it might need.
The result is a thin list of leads with no clear reason to contact any of them — and outreach that sounds the same to everyone.
Our approach
What we built
We built LeadForge as a pipeline of seven specialised agents orchestrated with LangGraph: discovery, website crawling, technology detection, audit, scoring, AI recommendations and export. Each business flows through the pipeline independently, with bounded concurrency and per-host rate limiting so large scans stay polite and fast.
The recommendation agent runs on AWS Bedrock and turns the audit into a short, specific pitch. Without any external keys, the platform still runs end to end using built-in fallbacks — useful for demos and testing.
- Seven-agent LangGraph pipeline
- Lead criteria presets: no website, running ads, no conversion tracking, weak SEO and more
- Opportunity score, signal strength and a suggested pitch per lead
- CSV and Excel export, or the report by email
- Scheduled re-scans of a market, emailed automatically
- Outreach from your own mailbox, with reply tracking
- Calls through your own Twilio account
- Accounts that only ever see their own leads
Inside the product
Real screens from the product
Technology & results
How it's built, and what it delivers
Technology
- Python
- FastAPI
- LangGraph
- AWS Bedrock
- Next.js 14
- Docker
Related services
More work
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Discuss your product idea
Tell us about your product or process. We'll share how we'd approach it and what a sensible first version looks like.
Prefer email? vorvexiacode@gmail.com
- 1You tell us what you want to build or improve.
- 2We reply within 24 hours with honest first thoughts.
- 3If it's a fit, we scope a focused first version together.