System Blueprint · 03
A reference architecture for how this kind of operation can move from fragmented handoffs to a connected workflow.
Commercial Lead Engine
Convert fragmented public business and facility signals into verified, service-fit commercial accounts ready for human outreach.
Before
Prospecting means searching directories one business at a time, guessing which facilities fit and manually piecing together websites, owners and contact paths.
System
Business effect
Raw public records become a reviewable opportunity queue with evidence for why each account belongs there.
The friction
Where the operation breaks down.
The information is public, but scattered. A license may expose a business name, a permit may expose a location and a website may tell you what the company actually does. The work is connecting those identities safely.
What gets automated
- →Ingest eligible public data
- →Resolve likely business identity
- →Verify domain and company matches
- →Score service fit
- →Research reachable business routes
- →Assemble qualification evidence
What stays human
- ○Define the target market
- ○Review uncertain matches
- ○Choose strategic accounts
- ○Approve outreach
- ○Own the sales conversation
Where AI is useful
Judgment stays visible.
Help reconcile inconsistent names, interpret business and facility context, summarize qualification evidence, and rank the next accounts worth investigating.
What becomes measurable
Prospects verified
Identity confidence
Service-fit distribution
Accounts ready for review
Source-to-qualified yield
Where this fits
Have a workflow like this in your business?
We can map where the handoffs break, define the smallest useful system and show you what implementation would actually require.
Map the system ↗