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WebX/Studios

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

Before
After
Lead intake
Four sources, three formats, no dedupe.
One queue. Validated, deduped, enriched on arrival.
Outreach
Fires twice or not at all. No windowing.
Scheduled, locked per-lead, every touch audited.
Revenue visibility
Monthly reconciliation exercise.
Per-stage, per-day ledger. Dashboard reads it live.
Operator onboarding
Two weeks shadowing to be useful.
Productive by end of day one.

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.