Aberrant AI

Case study

Client Document Collection

Teams repeatedly chase the same files across email and chat threads.

Operating problem

What keeps breaking.

Document requests are buried in threads.

Teams ask for the same file repeatedly.

Client status is unclear without manual checking.

Received files are not tied to a workflow stage.

Build model

The work becomes a clearer system.

Create request lists, reminders, status tracking, owner visibility, and completion trails.

Operating path

Requests, reminders, file receipt, status updates, and owner notifications run from a checklist.

AI/product layer

Classify the reply, draft the follow-up, and flag what remains blocked.

Reusable improvement

Repeated document gaps improve checklist wording, reminders, and client-specific rules.

Workflow

The sequence becomes explicit.

Request created
Checklist sent
Reminder scheduled
File received
Status updated
Owner notified

Capabilities

What the system needs.

Document checklist

Client reminders

Status dashboard

Owner assignment

Completion trail

Connected tools

Where the system fits.

GmailOutlookWhatsAppGoogle DriveMicrosoft 365Custom portal

Implementation path

Fewer follow-ups and cleaner client accountability.

01

Step 1

List recurring documents

02

Step 2

Define owners and due dates

03

Step 3

Build request and reminder flow

04

Step 4

Test client-facing messages

Fix Document Collection

Tell us where this work currently breaks. We will map the first useful AI/product build path.