Aberrant AI

Case study

CRM and Finance Integration

Sales commitments and finance execution move in different systems.

Operating problem

What keeps breaking.

Sales status and finance readiness are disconnected.

Invoice requests arrive through informal messages.

Payment follow-up ownership is unclear.

Pipeline dashboards miss finance reality.

Build model

The work becomes a clearer system.

Connect CRM stages, quote status, invoice readiness, payment signals, and owner follow-ups.

Operating path

CRM stage changes trigger quote checks, finance tasks, invoice readiness, payment signals, and owner follow-up.

AI/product layer

Summarize the mismatch, draft the finance handoff, and recommend owner action.

Reusable improvement

Repeated handoff gaps become stronger CRM stages, finance triggers, and owner rules.

Workflow

The sequence becomes explicit.

CRM stage changes
Quote status checked
Finance task created
Invoice readiness confirmed
Payment signal tracked
Owner notified

Capabilities

What the system needs.

Stage triggers

Finance tasks

Invoice readiness

Payment status

Owner reminders

Handoff dashboard

Connected tools

Where the system fits.

CRMAccounting systemCustom CRM

Implementation path

Cleaner handoffs and fewer dropped commitments.

01

Step 1

Map CRM stages

02

Step 2

Define finance handoff conditions

03

Step 3

Connect accounting signals

04

Step 4

Test closed-won and exception scenarios

Connect CRM and Finance

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