Case study · AI agency · 2025
Ops flow, rebuilt.
A local-first lead operations engine that turned fragmented intake, duplicated outreach, and blurry revenue into one controlled loop — from raw lead to finalised dollar.
The old flow wasn't slow because the team was slow. It was slow because four tools disagreed about what a “lead” was. We collapsed the disagreement.
Outcomes
Operational improvements that matter day-to-day
0%
Data quality
Structured ingestion, zero duplicates.
0×
Queue throughput
Triage time collapsed from hours to minutes.
0
Outreach collisions
Deduped contact windows, enforced automatically.
0
Source of revenue truth
Pipeline to bank reconciled in one view.
Architecture
Seven modules, one loop
Each module has an explicit boundary — data in, data out, auditable. The system is a graph of small things, not a monolith with opinions.
Module
Dashboard
One screen for the day — active leads, queue depth, outreach scheduled, revenue booked.
Module
Upload CSV
Drop a list, get a structured queue. Validation, dedupe, enrichment — before anything hits the human queue.
Module
Lead Queue
Prioritised by fit and freshness. Keyboard-first navigation — an operator can work a queue in silence.
Module
Actioned Leads
Audit trail per lead — who touched it, when, with what template, what came back.
Module
Pipeline Management
Stage gates, not free-form columns. Revenue is booked only when a gate closes.
Module
Outreach + Website
Templates, windows, follow-ups. Nothing sends twice. Nothing sends at 3am.
Module
System + Data
Local-first storage, encrypted at rest, exportable on demand. No vendor lock-in.
Before / After
How operations changed after delivery
FAQ
Questions buyers ask before approving this type of build
We can architect this around your exact workflow.
Start with a 45-minute audit. We'll map your current loops and send a scoped proposal within a week.