Aberrant AI

Use case

Quotation and Costing Approval

Pricing logic sits in spreadsheets and approvals happen informally.

Why status quo fails

Manual coordination cannot create reliable control.

Costing logic is copied between spreadsheets.

Different team members use different assumptions.

Approvals happen without a record.

Client revisions are hard to trace.

Automation model

The workflow becomes a controlled sequence.

Apply costing rules, margin checks, approval routing, PDF output, and revision control.

Client selected
Item selected
Costing applied
Margin checked
Approval routed
PDF generated
Revision tracked

Core features

What the system needs to do.

Costing engine

Margin visibility

Approval matrix

PDF templates

Revision history

Quote dashboard

Connected tools

Tools that can participate in the flow.

Quotation systemSpreadsheetCRMEmailAccounting system

Expected outcome

Controlled quoting without slowing the sales team.

01

Implementation

Audit quote formats

02

Implementation

Define costing and margin rules

03

Implementation

Build approval logic

04

Implementation

Validate historical quotes

Next action

Build My Quotation Engine

Tell us where this workflow currently breaks. We will map the automation model and the first build path.