Aberrant AI

Product system

Quotation automation built for speed, control, and margin visibility.

For teams that need consistent costing, approval control, revision history, PDF output, and client-wise quote visibility.

Why the status quo fails

The problem is not only manual work. It is uncontrolled operating logic.

Costing logic stays in Excel and changes without version control.

Sales teams use different assumptions, margins, and formats.

Approvals happen outside the quote record.

Revision history is unclear when clients negotiate.

Management cannot see quote aging, margin, and owner status in one place.

Automation model

QuoteMatrix operating flow.

The product turns fragmented actions into a controlled sequence with ownership, validation, and visibility.

Lead or client selected
Product or service rules applied
Costing and margin calculated
Approval triggered by threshold
Quote PDF generated
Client follow-up scheduled
Dashboard updated

Core modules

The system modules that create control.

Product and service master

Client master

Costing engine

Quote builder

Approval matrix

PDF and email output

Revision history

Dashboard

Integration layer

Best fit

Built for teams with real workflow pressure.

Best fit

  • Manufacturers
  • Traders
  • Service companies
  • Project businesses
  • Exporters
  • Agencies and consultants

Expected outcomes

  • Faster quote turnaround
  • Cleaner approval trail
  • More consistent pricing
  • Better margin visibility before sending
  • Client-wise quote history

Implementation path

How the build becomes usable.

01

Step 1

Map current quote formats, costing logic, and approval thresholds.

02

Step 2

Define product, service, client, tax, discount, and margin rules.

03

Step 3

Build quote workflow, PDF templates, and revision control.

04

Step 4

Test with real historical quotes before rollout.

05

Step 5

Connect CRM, finance, or dashboard flows where required.

Next action

Replace manual dependency with QuoteMatrix.

Bring the current workflow, rules, exceptions, and reporting gaps. We will map the most practical build path.